Mehdi Bennis

838 papers A* 4B 87C 4Misc 9Journal 596Unranked 134
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Token Merging for Efficient Transformer Semantic Communication at the Edge.
IEEE Open J. Commun. Soc.
Omar Erak, Omar Alhussein, Hatem Abou-Zeid, Mehdi Bennis, Sami Muhaidat
2026 J jnl
Adaptive Training-Communication-Aggregation for Heterogeneous Federated Learning.
IEEE Commun. Lett.
Na Yan, Yansha Deng, Mehdi Bennis
2026 J jnl
Communication-Efficient Personalized Distributed Learning With Data and Node Heterogeneity.
IEEE Trans. Cogn. Commun. Netw.
Zhuojun Tian, Zhaoyang Zhang, Yiwei Li, Mehdi Bennis
2026 J jnl
Communication-Efficient and Robust Multi-Modal Federated Learning via Latent-Space Consensus.
CoRR
Mohamed Badi, Chaouki Ben Issaid, Mehdi Bennis
2026 J jnl
Communication-Efficient and Robust Multi-Modal Federated Learning via Latent-Space Consensus.
IEEE Wirel. Commun. Lett.
Mohamed Badi, Chaouki Ben Issaid, Mehdi Bennis
2026 J jnl
Cross-Modal Collaborative Diffusion Models for Distributed AI-Generated Content.
IEEE Trans. Cogn. Commun. Netw.
Yuhan Ai, Qimei Chen, Dingzhu Wen, Mehdi Bennis
2026 J jnl
FedLoDrop: Federated LoRA With Dropout for Generalized LLM Fine-Tuning.
IEEE J. Sel. Areas Commun.
Sijing Xie, Dingzhu Wen, Changsheng You, Qimei Chen, Mehdi Bennis, Kaibin Huang
2026 J jnl
Hierarchical JEPA Meets Predictive Remote Control in Beyond 5G Networks.
CoRR
Abanoub M. Girgis, Ibtissam Labriji, Mehdi Bennis
2026 J jnl
LRGD: Low-Rank Guided Diffusion for Robust Image Transmission in Semantic Communication.
IEEE Trans. Cogn. Commun. Netw.
Zengrui Zhao, Celimuge Wu, Yangfei Lin, Lei Zhong, Yusheng Ji, Tomoaki Ohtsuki, Mehdi Bennis
2026 J jnl
Learning Latent Multimodal Dynamics for Optimized Resource Planning.
IEEE Trans. Wirel. Commun.
Charbel Bou Chaaya, Abanoub M. Girgis, Mehdi Bennis
2026 J jnl
LiQSS: Post-Transformer Linear Quantum-Inspired State-Space Tensor Networks for Real-Time 6G.
CoRR
Farhad Rezazadeh, Hatim Chergui, Mehdi Bennis, Houbing Song, Lingjia Liu, Dusit Niyato, Mérouane Debbah
2026 J jnl
Logic-Driven Semantic Communication for Resilient Multi-Agent Systems.
CoRR
Tamara Alshammari, Mehdi Bennis
2026 J jnl
Logic-Driven Semantic Communication for Resilient Multi-Agent Systems.
IEEE Open J. Commun. Soc.
Tamara Alshammari, Mehdi Bennis
2026 J jnl
Reasoning-Native Agentic Communication for 6G.
CoRR
Hyowoon Seo, Joonho Seon, Jin Young Kim, Mehdi Bennis, Wan Choi, Dong In Kim
2026 J jnl
Resilient LLM-Driven Token-Based MAC Protocols via Zero-Shot Adaptation and Knowledge Distillation.
IEEE J. Sel. Areas Commun.
Yongjun Kim, Jihong Park, Mehdi Bennis, Junil Choi
2026 J jnl
SheafAlign: A Sheaf-Theoretic Framework for Decentralized Multimodal Alignment.
IEEE Commun. Lett.
Abdulmomen Ghalkha, Zhuojun Tian, Chaouki Ben Issaid, Mehdi Bennis
2026 J jnl
Stacked Intelligent Metasurface-Aided Wave-Domain Signal Processing: From Communications to Sensing and Computing.
CoRR
Jiancheng An, Chau Yuen, Marco Di Renzo, Mehdi Bennis, Mérouane Debbah, Lajos Hanzo
2026 J jnl
Structured Latent Dynamics in Wireless CSI via Homomorphic World Models.
CoRR
Salmane Naoumi, Mehdi Bennis, Marwa Chafii
2026 J jnl
Time-Series JEPA for Predictive Remote Control Under Capacity-Limited Networks.
IEEE Internet Things J.
Abanoub M. Girgis, Alvaro Valcarce, Mehdi Bennis
2026 J jnl
Transformer-Based Collaborative Reinforcement Learning for Fluid Antenna System (FAS)-Enabled 3D UAV Positioning.
IEEE J. Sel. Areas Commun.
Xiaoren Xu, Hao Xu, Dongyu Wei, Walid Saad, Mehdi Bennis, Mingzhe Chen
2026 J jnl
Zero-Shot Generalization for Blockage Localization in mmWave Communication.
IEEE Commun. Lett.
Rafaela Scaciota, Malith Gallage, Sumudu Samarakoon, Mehdi Bennis
2025 J jnl
A Decentralized Matching Theory Framework to Match Data and Algorithms Providers.
IEEE Netw. Lett.
Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
A Meta-Learning Approach for Energy-Efficient Resource Allocation and Antenna Selection in STAR-BD-RIS Aided Wireless Networks.
IEEE Wirel. Commun. Lett.
Armin Farhadi, Roya Hatami, Mohammad Robat Mili, Christos Masouros, Mehdi Bennis
2025 — conf
A Novel Hybrid Optical-Electronic Neural Network Approach to Task-Oriented Semantic Communications.
ICC
Hao Liu, Jiancheng An, Qian Ma, Lu Gan, Mehdi Bennis, Mérouane Debbah, Tie Jun Cui
2025 B conf
A Sheaf-Theoretic Approach to Decentralized Multimodal Federated Learning for Next-Generation Communication Systems.
PIMRC
Abdulmomen Ghalkha, Zhuojun Tian, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
A Web-Based Solution for Federated Learning With LLM-Based Automation.
IEEE Internet Things J.
Chamith Mawela, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
Accelerated Recovery with RIS: Designing Wireless Resilience in Mission-Critical Environments.
CoRR
Kevin Weinberger, Robert-Jeron Reifert, Aydin Sezgin, Mehdi Bennis
2025 J jnl
Active Inference Framework for Closed-Loop Sensing, Communication, and Control in UAV Systems.
CoRR
Guangjin Pan, Liping Bai, Zhuojun Tian, Hui Chen, Mehdi Bennis, Henk Wymeersch
2025 J jnl
Adaptive Pareto-Optimal Token Merging for Edge Transformer Models in Semantic Communication.
CoRR
Omar Erak, Omar Alhussein, Hatem Abou-Zeid, Mehdi Bennis
2025 J jnl
Adaptive Token Merging for Efficient Transformer Semantic Communication at the Edge.
CoRR
Omar Erak, Omar Alhussein, Hatem Abou-Zeid, Mehdi Bennis, Sami Muhaidat
2025 J jnl
Age of Semantics in Cooperative Communications: To Expedite Simulation Towards Real via Offline Reinforcement Learning.
IEEE Trans. Netw. Sci. Eng.
Xianfu Chen, Zhifeng Zhao, Shiwen Mao, Celimuge Wu, Honggang Zhang, Mehdi Bennis
2025 — conf
Architecture for AI-Enabled Multimodal Semantic Communication and Distributed Computing.
VTC2025-Spring
Pavel Mach, Zdenek Becvar, Mostafa Kishani, Mehdi Bennis
2025 J jnl
Communication-Efficient Personalized Distributed Learning with Data and Node Heterogeneity.
CoRR
Zhuojun Tian, Zhaoyang Zhang, Yiwei Li, Mehdi Bennis
2025 J jnl
Communication-Efficient and Interoperable Distributed Learning.
CoRR
Mounssif Krouka, Mehdi Bennis
2025 J jnl
Compositional Distributed Learning for Multi-View Perception: A Maximal Coding Rate Reduction Perspective.
CoRR
Zhuojun Tian, Mehdi Bennis
2025 J jnl
Compositional Distributed Learning for Multi-View Perception: A Maximal Coding Rate Reduction Perspective.
IEEE Signal Process. Lett.
Zhuojun Tian, Mehdi Bennis
2025 J jnl
Distributionally Robust Federated Learning with Client Drift Minimization.
CoRR
Mounssif Krouka, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
Emerging Generalized Wireless MAC Communication Protocols via Abstraction.
IEEE Open J. Commun. Soc.
Luciano Miuccio, Salvatore Riolo, Sumudu Samarakoon, Mehdi Bennis, Daniela Panno
2025 J jnl
Enabling Visual Scene Recovery From Wi-Fi CSI for Occlusion-Free Surveillance.
IEEE Internet Things J.
Cheng Chen, Shoki Ohta, Takayuki Nishio, Mehdi Bennis, Jihong Park, Mohamed Wahib
2025 J jnl
Entanglement-Controlled Quantum Federated Learning.
IEEE Internet Things J.
Soohyun Park, Hyunsoo Lee, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim
2025 J jnl
FedLoDrop: Federated LoRA with Dropout for Generalized LLM Fine-tuning.
CoRR
Sijing Xie, Dingzhu Wen, Changsheng You, Qimei Chen, Mehdi Bennis, Kaibin Huang
2025 B conf
From Pixels to CSI: Distilling Latent Dynamics For Efficient Wireless Resource Management.
PIMRC
Charbel Bou Chaaya, Abanoub M. Girgis, Mehdi Bennis
2025 J jnl
From Pixels to CSI: Distilling Latent Dynamics For Efficient Wireless Resource Management.
CoRR
Charbel Bou Chaaya, Abanoub M. Girgis, Mehdi Bennis
2025 B conf
GFlowNets for Active Learning Based Resource Allocation in Next Generation Wireless Networks.
PIMRC
Charbel Bou Chaaya, Mehdi Bennis
2025 J jnl
GFlowNets for Active Learning Based Resource Allocation in Next Generation Wireless Networks.
CoRR
Charbel Bou Chaaya, Mehdi Bennis
2025 J jnl
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning.
IEEE Access
Hang Zou, Qiyang Zhao, Samson Lasaulce, Lina Bariah, Mehdi Bennis, Mérouane Debbah
2025 J jnl
Generative Semantic Communication via Textual Prompts: Latency Performance Tradeoffs.
IEEE Trans. Veh. Technol.
Mengmeng Ren, Li Qiao, Long Yang, Zhen Gao, Jian Chen, Mahdi Boloursaz Mashhadi, Pei Xiao, Rahim Tafazolli, Mehdi Bennis
2025 J jnl
Intent-Aware DRL-Based NOMA Uplink Dynamic Scheduler for IIoT.
IEEE Trans. Cogn. Commun. Netw.
Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis
2025 J jnl
LLM-Based Agentic Negotiation for 6G: Addressing Uncertainty Neglect and Tail-Event Risk.
CoRR
Hatim Chergui, Farhad Rezazadeh, Mehdi Bennis, Mérouane Debbah
2025 J jnl
Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences.
CoRR
Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi, Ahmed Elbakary, Alexandros Nikou, Ali Maatouk, Ali Mokh, Amirreza Kazemi, Antonio De Domenico, Athanasios Karapantelakis, Bo Cheng, Bo Yang, Bohao Wang, Carlo Fischione, Chao Zhang, Chaouki Ben Issaid, Chau Yuen, Chenghui Peng, Chongwen Huang, Christina Chaccour, Christo Kurisummoottil Thomas, Dheeraj Sharma, Dimitris Kalogiros, Dusit Niyato, Eli De Poorter, Elissa Mhanna, Emilio Calvanese Strinati, Faouzi Bader, Fathi Abdeldayem, Fei Wang, Fenghao Zhu, Gianluca Fontanesi, Giovanni Geraci, Haibo Zhou, Hakimeh Purmehdi, Hamed Ahmadi, Hang Zou, Hongyang Du, Hoon Lee, Howard H. Yang, Iacopo Poli, Igor Carron, Ilias Chatzistefanidis, Inkyu Lee, Ioannis Pitsiorlas, Jaron Fontaine, Jiajun Wu, Jie Zeng, Jinan Li, Jinane Karam, Johny Gemayel, Juan Deng, Julien Frison, Kaibin Huang, Kehai Qiu, Keith Ball, Kezhi Wang, Kun Guo, Leandros Tassiulas, Lecorve Gwenole, Liexiang Yue, Lina Bariah, Louis Powell, Marcin Dryjanski, Maria Amparo Canaveras Galdon, Marios Kountouris, Maryam Hafeez, Maxime Elkael, Mehdi Bennis, Mehdi Ahmed Boudjelli, Meiling Dai, Mérouane Debbah, Michele Polese, Mohamad Assaad, Mohamed Benzaghta, Mohammad Al Refai, Moussab Djerrab, Mubeen Syed, Muhammad Amir, Na Yan, Najla Alkaabi, Nan Li, Nassim Sehad, Navid Nikaein, Omar Hashash, Pawel Sroka, Qianqian Yang, Qiyang Zhao, Rasoul Nikbakht Silab, Rex Ying, Roberto Morabito, Rongpeng Li, Ryad Madi, Salah Eddine El Ayoubi, Salvatore D'Oro, Samson Lasaulce, Serveh Shalmashi, Sige Liu, Sihem Cherrared, Swarna Bindu Chetty, Swastika Dutta, Syed A. R. Zaidi, Tianjiao Chen, Timothy Murphy, Tommaso Melodia, Tony Q. S. Quek, Vishnu Ram, Walid Saad, Wassim Hamidouche, Weilong Chen, Xiaoou Liu, Xiaoxue Yu, Xijun Wang, Xingyu Shang, Xinquan Wang, Xuelin Cao, Yang Su, Yanping Liang, Yansha Deng, Yifan Yang, Yingping Cui, Yu Sun, Yuxuan Chen, Yvan Pointurier, Zeinab Nehme, Zeinab Nezami, Zhaohui Yang, Zhaoyang Zhang, Zhe Liu, Zhenyu Yang, Zhu Han, Zhuang Zhou, Zihan Chen, Zirui Chen, Zitao Shuai
2025 J jnl
Learning Latent Wireless Dynamics From Channel State Information.
IEEE Wirel. Commun. Lett.
Charbel Bou Chaaya, Abanoub M. Girgis, Mehdi Bennis
2025 J jnl
Learning to Collaborate Over Graphs: A Selective Federated Multi-Task Learning Approach.
CoRR
Ahmed Elbakary, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
MIRA: A Method of Federated Multi-Task Learning for Large Language Models.
IEEE Netw. Lett.
Ahmed Elbakary, Chaouki Ben Issaid, Tamer ElBatt, Karim G. Seddik, Mehdi Bennis
2025 J jnl
Multi-Modal Federated Learning Based Resources Convergence for Satellite-Ground Twin Networks.
IEEE Trans. Mob. Comput.
Yongkang Gong, Haipeng Yao, Zehui Xiong, Dongxiao Yu, Xiuzhen Cheng, Chau Yuen, Mehdi Bennis, Mérouane Debbah
2025 J jnl
PipeSFL: A Fine-Grained Parallelization Framework for Split Federated Learning on Heterogeneous Clients.
IEEE Trans. Mob. Comput.
Yunqi Gao, Bing Hu, Mahdi Boloursaz Mashhadi, Wei Wang, Mehdi Bennis
2025 J jnl
Power allocation using spatio-temporal graph neural networks and reinforcement learning.
Wirel. Networks
Saeed Jamshidiha, Vahid Pourahmadi, Abbas Mohammadi, Mehdi Bennis
2025 J jnl
Quantized FedPD (QFedPD): Beyond Conventional Wisdom - The Energy Benefits of Frequent Communication.
IEEE Internet Things J.
Anis Elgabli, Chaouki Ben Issaid, Mohamed Badi, Mehdi Bennis
2025 J jnl
RAG-Enabled Intent Reasoning for Application-Network Interaction.
CoRR
Salwa Mostafa, Mohamed K. Abdel-Aziz, Mohammed Saad ElBamby, Mehdi Bennis
2025 J jnl
Resilient LLM-Empowered Semantic MAC Protocols via Zero-Shot Adaptation and Knowledge Distillation.
CoRR
Yongjun Kim, Jihong Park, Mehdi Bennis, Junil Choi
2025 J jnl
Resilient-Native and Intelligent Next-Generation Wireless Systems: Key Enablers, Foundations, and Applications.
CoRR
Mehdi Bennis, Sumudu Samarakoon, Tamara Alshammari, Chathuranga Weeraddana, Zhoujun Tian, Chaouki Ben Issaid
2025 J jnl
Resilient-by-Design: A Resilience Framework for Future Wireless Networks.
IEEE Commun. Mag.
Nurul Huda Mahmood, Sumudu Samarakoon, Pawani Porambage, Mehdi Bennis, Matti Latva-aho
2025 J jnl
Resilient-native and Intelligent NextG Systems.
CoRR
Mehdi Bennis
2025 J jnl
Resource Allocation in STAR-RIS-Aided SWIPT With RSMA via Meta-Learning.
IEEE Open J. Commun. Soc.
Mojtaba Amiri, Elaheh Vaezpour, Sepideh Javadi, Mohammad Robat Mili, Mehdi Bennis, Eduard Axel Jorswieck
2025 J jnl
Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation.
IEEE Wirel. Commun. Lett.
Abdulmomen Ghalkha, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
Semantic Communication meets System 2 ML: How Abstraction, Compositionality and Emergent Languages Shape Intelligence.
CoRR
Mehdi Bennis, Salem Lahlou
2025 — conf
Sequence Spreading-Based Semantic Communication Under High RF Interference.
ICC
Hazem Barka, Georges Kaddoum, Mehdi Bennis, Md. Sahabul Alam, Minh Au
2025 J jnl
Sequence Spreading-Based Semantic Communication Under High RF Interference.
CoRR
Hazem Barka, Georges Kaddoum, Mehdi Bennis, Md. Sahabul Alam, Minh Au
2025 J jnl
Sheaf-Based Decentralized Multimodal Learning for Next-Generation Wireless Communication Systems.
CoRR
Abdulmomen Ghalkha, Zhuojun Tian, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
SheafAlign: A Sheaf-theoretic Framework for Decentralized Multimodal Alignment.
CoRR
Abdulmomen Ghalkha, Zhuojun Tian, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
Stability-Aware Joint Communication and Control for Nonlinear Control-Non-Affine Wireless Networked Control Systems.
CoRR
Rasika Vijithasena, Rafaela Scaciota, Mehdi Bennis, Sumudu Samarakoon
2025 J jnl
Stacked Intelligent Metasurfaces for Task-Oriented Semantic Communications.
IEEE Wirel. Commun. Lett.
Guojun Huang, Jiancheng An, Zhaohui Yang, Lu Gan, Mehdi Bennis, Mérouane Debbah
2025 J jnl
Stacked Intelligent Metasurfaces for Wireless Communications: Applications and Challenges.
IEEE Wirel. Commun.
Hao Liu, Jiancheng An, Xing Jia, Lu Gan, George K. Karagiannidis, Bruno Clerckx, Mehdi Bennis, Mérouane Debbah, Tie Jun Cui
2025 J jnl
Tackling Feature and Sample Heterogeneity in Decentralized Multi-Task Learning: A Sheaf-Theoretic Approach.
CoRR
Chaouki Ben Issaid, Praneeth Vepakomma, Mehdi Bennis
2025 J jnl
Tackling Feature and Sample Heterogeneity in Decentralized Multi-Task Learning: A Sheaf-Theoretic Approach.
Trans. Mach. Learn. Res.
Chaouki Ben Issaid, Praneeth Vepakomma, Mehdi Bennis
2025 J jnl
Token Communications: A Large Model-Driven Framework for Cross-Modal Context-Aware Semantic Communications.
IEEE Wirel. Commun.
Li Qiao, Mahdi Boloursaz Mashhadi, Zhen Gao, Rahim Tafazolli, Mehdi Bennis, Dusit Niyato
2025 J jnl
Token Communications: A Unified Framework for Cross-modal Context-aware Semantic Communications.
CoRR
Li Qiao, Mahdi Boloursaz Mashhadi, Zhen Gao, Rahim Tafazolli, Mehdi Bennis, Dusit Niyato
2025 J jnl
Transformer based Collaborative Reinforcement Learning for Fluid Antenna System (FAS)-enabled 3D UAV Positioning.
CoRR
Xiaoren Xu, Hao Xu, Dongyu Wei, Walid Saad, Mehdi Bennis, Mingzhe Chen
2024 J jnl
A Survey on Goal-Oriented Semantic Communication: Techniques, Challenges, and Future Directions.
IEEE Access
Tilahun Melkamu Getu, Georges Kaddoum, Mehdi Bennis
2024 J jnl
A Web-Based Solution for Federated Learning with LLM-Based Automation.
CoRR
Chamith Mawela, Chaouki Ben Issaid, Mehdi Bennis
2024 J jnl
An Internal Model Principle For Robots.
CoRR
Vadim K. Weinstein, Tamara Alshammari, Kalle G. Timperi, Mehdi Bennis, Steven M. LaValle
2024 J jnl
BayGO: Decentralized Bayesian Learning and Information-Aware Graph Optimization Framework.
IEEE Trans. Signal Process.
Tamara Alshammari, Chathuranga Weeraddana, Mehdi Bennis
2024 J jnl
Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics- Native Communication.
IEEE Trans. Commun.
Hyowoon Seo, Yoonseong Kang, Mehdi Bennis, Wan Choi
2024 J jnl
Communication-Efficient Federated Deep Reinforcement Learning Based Cooperative Edge Caching in Fog Radio Access Networks.
IEEE Trans. Wirel. Commun.
Min Zhang, Yanxiang Jiang, Fu-Chun Zheng, Dongming Wang, Mehdi Bennis, Abbas Jamalipour, Xiaohu You
2024 J jnl
Computation Offloading and Quantization Schemes for Federated Satellite-Ground Graph Networks.
IEEE Trans. Wirel. Commun.
Yongkang Gong, Dongxiao Yu, Xiuzhen Cheng, Chau Yuen, Mehdi Bennis, Mérouane Debbah
2024 J jnl
Computation and Privacy Protection for Satellite-Ground Digital Twin Networks.
IEEE Trans. Commun.
Yongkang Gong, Haipeng Yao, Xiaonan Liu, Mehdi Bennis, Arumugam Nallanathan, Zhu Han
2024 J jnl
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction.
IEEE Trans. Commun.
Mohamed K. Abdel-Aziz, Mohammed Saad ElBamby, Sumudu Samarakoon, Mehdi Bennis
2024 — conf
Decentralized RL-Based Data Transmission Scheme for Energy Efficient Harvesting.
EuCNC/6G Summit
Rafaela Scaciota, Glauber Brante, Richard D. Souza, Onel L. Alcaraz López, Septimia Sarbu, Mehdi Bennis, Sumudu Samarakoon
2024 — conf
Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study.
ICC Workshops
Fouzi Boukhalfa, Réda Alami, Mastane Achab, Eric Moulines, Mehdi Bennis, Thierry Lestable
2024 J jnl
Diffusion-based Generative Multicasting with Intent-aware Semantic Decomposition.
CoRR
Xinkai Liu, Mahdi Boloursaz Mashhadi, Li Qiao, Yi Ma, Rahim Tafazolli, Mehdi Bennis
2024 — conf
Digital versus Analog Transmissions for Federated Learning over Wireless Networks.
ICC
Jiacheng Yao, Wei Xu, Zhaohui Yang, Xiaohu You, Mehdi Bennis, H. Vincent Poor
2024 J jnl
Digital versus Analog Transmissions for Federated Learning over Wireless Networks.
CoRR
Jiacheng Yao, Wei Xu, Zhaohui Yang, Xiaohu You, Mehdi Bennis, H. Vincent Poor
2024 J jnl
Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things.
CoRR
Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis
2024 — conf
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm.
ICC
Ahmed Elbakary, Chaouki Ben Issaid, Mohammad Shehab, Karim G. Seddik, Tamer A. ElBatt, Mehdi Bennis
2024 J jnl
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm.
CoRR
Ahmed Elbakary, Chaouki Ben Issaid, Mohammad Shehab, Karim G. Seddik, Tamer A. ElBatt, Mehdi Bennis
2024 J jnl
Federated Learning and Meta Learning: Approaches, Applications, and Directions.
IEEE Commun. Surv. Tutorials
Xiaonan Liu, Yansha Deng, Arumugam Nallanathan, Mehdi Bennis
2024 J jnl
Five Key Enablers for Communication during and after Disasters.
CoRR
Mohammad Shehab, Mustafa A. Kishk, Maurilio Matracia, Mehdi Bennis, Mohamed-Slim Alouini
2024 J jnl
From Raw Data to Structural Semantics: Trade-offs among Distortion, Rate, and Inference Accuracy.
CoRR
Charmin Asirimath, Chathuranga Weeraddana, Sumudu Samarakoon, Jayampathy Ratnayake, Mehdi Bennis
2024 J jnl
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning.
CoRR
Hang Zou, Qiyang Zhao, Lina Bariah, Yu Tian, Mehdi Bennis, Samson Lasaulce, Mérouane Debbah, Faouzi Bader
2024 J jnl
Generative Semantic Communication via Textual Prompts: Latency Performance Tradeoffs.
CoRR
Mengmeng Ren, Li Qiao, Long Yang, Zhen Gao, Jian Chen, Mahdi Boloursaz Mashhadi, Pei Xiao, Rahim Tafazolli, Mehdi Bennis
2024 J jnl
Graph Attention-Based MADRL for Access Control and Resource Allocation in Wireless Networked Control Systems.
IEEE Trans. Wirel. Commun.
Zixin Wang, Mehdi Bennis, Yong Zhou
2024 J jnl
Guest Editorial: Special Issue on Resource-Efficient Collaborative Deep Learning Over B5G/6G Networks.
IEEE Open J. Commun. Soc.
Bouziane Brik, Mehdi Bennis, Xianbin Wang, Mohsen Guizani
2024 — ed.
IEEE International Conference on Big Data and Smart Computing, BigComp 2024, Bangkok, Thailand, February 18-21, 2024
BigComp
Herwig Unger, Jinseok Chae, Young-Koo Lee, Christian Wagner, Chaokun Wang, Mehdi Bennis, Mahasak Ketcham, Young-Kyoon Suh, Hyuk-Yoon Kwon
2024 J jnl
Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing.
IEEE Wirel. Commun.
Farhad Rezazadeh, Hatim Chergui, Shuaib Siddiqui, Josep Mangues, Houbing Song, Walid Saad, Mehdi Bennis
2024 — conf
Intent Profiling and Translation Through Emergent Communication.
ICC
Salwa Mostafa, Mohammed Saad ElBamby, Mohamed K. Abdel-Aziz, Mehdi Bennis
2024 J jnl
Intent Profiling and Translation Through Emergent Communication.
CoRR
Salwa Mostafa, Mohammed Saad ElBamby, Mohamed K. Abdel-Aziz, Mehdi Bennis
2024 J jnl
Intent-Aware DRL-Based Uplink Dynamic Scheduler for 5G-NR.
CoRR
Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis
2024 — conf
Knowledge Distillation from Language-Oriented to Emergent Communication for Multi-Agent Remote Control.
ICC
Yongjun Kim, Sejin Seo, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Junil Choi
2024 J jnl
Knowledge Distillation from Language-Oriented to Emergent Communication for Multi-Agent Remote Control.
CoRR
Yongjun Kim, Sejin Seo, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Junil Choi
2024 Misc conf
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation.
ICASSP
Hyelin Nam, Jihong Park, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
2024 J jnl
Latency-Aware Generative Semantic Communications With Pre-Trained Diffusion Models.
IEEE Wirel. Commun. Lett.
Li Qiao, Mahdi Boloursaz Mashhadi, Zhen Gao, Chuan Heng Foh, Pei Xiao, Mehdi Bennis
2024 J jnl
Latency-Aware Generative Semantic Communications with Pre-Trained Diffusion Models.
CoRR
Li Qiao, Mahdi Boloursaz Mashhadi, Zhen Gao, Chuan Heng Foh, Pei Xiao, Mehdi Bennis
2024 J jnl
Latency-Aware Radio Resource Optimization in Learning-Based Cloud-Aided Small Cell Wireless Networks.
IEEE Trans. Green Commun. Netw.
Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho
2024 J jnl
Learning Latent Wireless Dynamics from Channel State Information.
CoRR
Charbel Bou Chaaya, Abanoub M. Girgis, Mehdi Bennis
2024 J jnl
MIRA: A Method of Federated MultI-Task Learning for LaRge LAnguage Models.
CoRR
Ahmed Elbakary, Chaouki Ben Issaid, Tamer A. ElBatt, Karim G. Seddik, Mehdi Bennis
2024 C conf
Maze Discovery using Multiple Robots via Federated Learning.
ISCC
Kalpana Ranasinghe, H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
2024 J jnl
Maze Discovery using Multiple Robots via Federated Learning.
CoRR
Kalpana Ranasinghe, H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
2024 J jnl
Meta Reinforcement Learning for Resource Allocation in Aerial Active-RIS-Assisted Networks With Rate-Splitting Multiple Access.
IEEE Internet Things J.
Sajad Faramarzi, Sepideh Javadi, Farshad Zeinali, Hosein Zarini, Mohammad Robat Mili, Mehdi Bennis, Yonghui Li, Kai-Kit Wong
2024 J jnl
Meta Reinforcement Learning for Resource Allocation in Aerial Active-RIS-assisted Networks with Rate-Splitting Multiple Access.
CoRR
Sajad Faramarzi, Sepideh Javadi, Farshad Zeinali, Hosein Zarini, Mohammad Robat Mili, Mehdi Bennis, Yonghui Li, Kai-Kit Wong
2024 J jnl
Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning.
IEEE Trans. Big Data
Seungeun Oh, Hyelin Nam, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2024 J jnl
Multi-Objective Optimization in STAR-RIS-Aided SWIPT with RSMA via Meta-Learning.
CoRR
Mojtaba Amiri, Elaheh Vaezpour, Sepideh Javadi, Mohammad Robat Mili, Halim Yanikomeroglu, Mehdi Bennis
2024 — conf
On Scaling Latency-Aware MAC Communication Protocols with a Hierarchical Network Topology.
ICC
Septimia Sarbu, Mateus P. Mota, Mehdi Bennis
2024 J jnl
Online Optimization for Over-the-Air Federated Learning With Energy Harvesting.
IEEE Trans. Wirel. Commun.
Qiaochu An, Yong Zhou, Zhibin Wang, Hangguan Shan, Yuanming Shi, Mehdi Bennis
2024 J jnl
Optimizing Cell Association and Stability in Integrated Aerial-to-Ground Next-Generation Consumer Wireless Networks.
IEEE Trans. Consumer Electron.
Ishtiaq Ahmad, Ramsha Narmeen, Umair Ahmad Mughal, Yazeed Alkhrijah, Mohamad A. Alawad, Ahmad S. Almadhor, Sami Dhahbi, Pin-Han Ho, Mehdi Bennis, KyungHi Chang
2024 J jnl
Performance Limits of a Deep Learning-Enabled Text Semantic Communication Under Interference.
IEEE Trans. Wirel. Commun.
Tilahun Melkamu Getu, Walid Saad, Georges Kaddoum, Mehdi Bennis
2024 J jnl
Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix.
CoRR
Seungeun Oh, Sihun Baek, Jihong Park, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2024 J jnl
Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix.
Trans. Mach. Learn. Res.
Seungeun Oh, Sihun Baek, Jihong Park, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2024 J jnl
RIS Phase Optimization via Generative Flow Networks.
IEEE Wirel. Commun. Lett.
Charbel Bou Chaaya, Mehdi Bennis
2024 C conf
Real-Time Remote Control via VR over Limited Wireless Connectivity.
ISCC
H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
2024 J jnl
Real-Time Remote Control via VR over Limited Wireless Connectivity.
CoRR
H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
2024 J jnl
Reasoning Over the Air: A Reasoning- Based Implicit Semantic-Aware Communication Framework.
IEEE Trans. Wirel. Commun.
Yong Xiao, Yiwei Liao, Yingyu Li, Guangming Shi, H. Vincent Poor, Walid Saad, Mérouane Debbah, Mehdi Bennis
2024 J jnl
Resilient-By-Design: A Resiliency Framework for Future Wireless Networks.
CoRR
Nurul Huda Mahmood, Sumudu Samarakoon, Pawani Porambage, Mehdi Bennis, Matti Latva-aho
2024 B conf
Resource Optimization for Tail-Based Control in Wireless Networked Control Systems.
PIMRC
Rasika Vijithasena, Rafaela Scaciota, Mehdi Bennis, Sumudu Samarakoon
2024 J jnl
Resource Optimization for Tail-Based Control in Wireless Networked Control Systems.
CoRR
Rasika Vijithasena, Rafaela Scaciota, Mehdi Bennis, Sumudu Samarakoon
2024 J jnl
Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation.
CoRR
Abdulmomen Ghalkha, Chaouki Ben Issaid, Mehdi Bennis
2024 J jnl
Semantic Communication and Control Co-Design for Multi-Objective Correlated Dynamics.
CoRR
Abanoub M. Girgis, Hyowoon Seo, Mehdi Bennis
2024 J jnl
Semantic Communication: A Survey on Research Landscape, Challenges, and Future Directions.
Proc. IEEE
Tilahun Melkamu Getu, Georges Kaddoum, Mehdi Bennis
2024 J jnl
Semantic and Logical Communication-Control Codesign for Correlated Dynamical Systems.
IEEE Internet Things J.
Abanoub M. Girgis, Hyowoon Seo, Jihong Park, Mehdi Bennis
2024 J jnl
Semantics Alignment via Split Learning for Resilient Multi-User Semantic Communication.
IEEE Trans. Veh. Technol.
Jinhyuk Choi, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
2024 J jnl
Stacked Intelligent Metasurfaces for Task-Oriented Semantic Communications.
CoRR
Guojun Huang, Jiancheng An, Zhaohui Yang, Lu Gan, Mehdi Bennis, Mérouane Debbah
2024 J jnl
Stacked Intelligent Metasurfaces for Wireless Sensing and Communication: Applications and Challenges.
CoRR
Hao Liu, Jiancheng An, Xing Jia, Shining Lin, Xianghao Yao, Lu Gan, Bruno Clerckx, Chau Yuen, Mehdi Bennis, Mérouane Debbah
2024 J jnl
The Rendezvous Between Extreme Value Theory and Next-generation Networks.
CoRR
Srinivas Sagar, Athira Subhash, Chen-Feng Liu, Ahmed Elzanaty, Yazan H. Al-Badarneh, Sheetal Kalyani, Mohamed-Slim Alouini, Mehdi Bennis, Lajos Hanzo
2024 J jnl
Time-Series JEPA for Predictive Remote Control under Capacity-Limited Networks.
CoRR
Abanoub M. Girgis, Alvaro Valcarce, Mehdi Bennis
2024 J jnl
Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation.
CoRR
Farhad Rezazadeh, Sergio Barrachina-Muñoz, Hatim Chergui, Josep Mangues, Mehdi Bennis, Dusit Niyato, Houbing Song, Lingjia Liu
2024 J jnl
Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation.
IEEE Open J. Commun. Soc.
Farhad Rezazadeh, Sergio Barrachina-Muñoz, Hatim Chergui, Josep Mangues, Mehdi Bennis, Dusit Niyato, Houbing Song, Lingjia Liu
2024 J jnl
URLLC-Aware Proactive UAV Placement in Internet of Vehicles.
CoRR
Chen-Feng Liu, Nirmal D. Wickramasinghe, Himal A. Suraweera, Mehdi Bennis, Mérouane Debbah
2024 J jnl
URLLC-Aware Proactive UAV Placement in Internet of Vehicles.
IEEE Trans. Intell. Transp. Syst.
Chen-Feng Liu, Nirmal D. Wickramasinghe, Himal A. Suraweera, Mehdi Bennis, Mérouane Debbah
2024 J jnl
Wireless Federated Learning Over Resource-Constrained Networks: Digital Versus Analog Transmissions.
IEEE Trans. Wirel. Commun.
Jiacheng Yao, Wei Xu, Zhaohui Yang, Xiaohu You, Mehdi Bennis, H. Vincent Poor
2024 J jnl
Wireless Federated Learning over Resource-Constrained Networks: Digital versus Analog Transmissions.
CoRR
Jiacheng Yao, Wei Xu, Zhaohui Yang, Xiaohu You, Mehdi Bennis, H. Vincent Poor
2023 J jnl
A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning.
IEEE Trans. Wirel. Commun.
Zixin Wang, Yong Zhou, Yinan Zou, Qiaochu An, Yuanming Shi, Mehdi Bennis
2023 A* conf
A Simplified Intelligent Autonomous Obstacle Bypassing Method for Mobile Robots.
MobiCom
Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
2023 — conf
Adversarial Learning for Implicit Semantic-Aware Communications.
ICC
Zhimin Lu, Yong Xiao, Zijian Sun, Yingyu Li, Guangming Shi, Xianfu Chen, Mehdi Bennis, H. Vincent Poor
2023 J jnl
Adversarial Learning for Implicit Semantic-Aware Communications.
CoRR
Zhimin Lu, Yong Xiao, Zijian Sun, Yingyu Li, Guangming Shi, Xianfu Chen, Mehdi Bennis, H. Vincent Poor
2023 J jnl
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning.
IEEE Trans. Green Commun. Netw.
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis
2023 J jnl
An Online Framework for Ephemeral Edge Computing in the Internet of Things.
IEEE Trans. Wirel. Commun.
Gilsoo Lee, Walid Saad, Mehdi Bennis, Cheonyong Kim, Minchae Jung
2023 — conf
Artifact: Codesign of Edge Intelligence and Automated Guided Vehicle Control.
PerCom Workshops
Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
2023 J jnl
Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning.
CoRR
Mohamed Badi, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
2023 J jnl
Bayesian Channel Estimation for Intelligent Reflecting Surface-Aided mmWave Massive MIMO Systems With Semi-Passive Elements.
IEEE Trans. Wirel. Commun.
In-Soo Kim, Mehdi Bennis, Jaeky Oh, Jaehoon Chung, Junil Choi
2023 J jnl
Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics-Native Communication.
CoRR
Hyowoon Seo, Yoonseong Kang, Mehdi Bennis, Wan Choi
2023 — conf
Codesign of Edge Intelligence and Automated Guided Vehicle Control.
PerCom Workshops
Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
2023 J jnl
Codesign of Edge Intelligence and Automated Guided Vehicle Control.
CoRR
Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
2023 J jnl
Communication and Energy Efficient Decentralized Learning Over D2D Networks.
IEEE Trans. Wirel. Commun.
Shengli Liu, Guanding Yu, Dingzhu Wen, Xianfu Chen, Mehdi Bennis, Hongyang Chen
2023 B conf
Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning.
WCNC
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2023 J jnl
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction.
CoRR
Mohamed K. Abdel-Aziz, Mohammed Saad ElBamby, Sumudu Samarakoon, Mehdi Bennis
2023 J jnl
Cooperative Navigation via Relational Graphs and State Abstraction.
IEEE Netw. Lett.
Salwa Mostafa, Mohamed K. Abdel-Aziz, Mehdi Bennis
2023 — conf
DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization.
ICC
Abdulmomen Ghalkha, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
2023 J jnl
Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study.
CoRR
Fouzi Boukhalfa, Réda Alami, Mastane Achab, Eric Moulines, Mehdi Bennis
2023 B conf
Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things.
GLOBECOM
Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis
2023 — conf
Emergent Communication in Multi-Agent Reinforcement Learning for Flying Base Stations.
MeditCom
Salmane Naoumi, Réda Alami, Hakim Hacid, Ebtesam Almazrouei, Mérouane Debbah, Mehdi Bennis, Marwa Chafii
2023 J jnl
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks.
CoRR
Marwa Chafii, Salmane Naoumi, Réda Alami, Ebtesam Almazrouei, Mehdi Bennis, Mérouane Debbah
2023 J jnl
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks.
IEEE Internet Things Mag.
Marwa Chafii, Salmane Naoumi, Réda Alami, Ebtesam Almazrouei, Mehdi Bennis, Mérouane Debbah
2023 B conf
Enabling the Wireless Metaverse via Semantic Multiverse Communication.
SECON
Jihong Park, Jinho Choi, Seong-Lyun Kim, Mehdi Bennis
2023 B conf
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations.
GLOBECOM
Charbel Bou Chaaya, Sumudu Samarakoon, Mehdi Bennis
2023 J jnl
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations.
CoRR
Charbel Bou Chaaya, Sumudu Samarakoon, Mehdi Bennis
2023 — conf
Federated Learning for Pedestrian Detection in Vehicular Networks.
BlackSeaCom
Feyzi Ege Kumec, Aslihan Reyhanoglu, Emrah Kar, Bugra Turan, Sinem Coleri, Mehdi Bennis, Anis Elgabli, Deniz Gündüz, Sercan Karaagac
2023 J jnl
Green Technologies for the Sustainable Metaverse and Web 3.0.
IEEE Wirel. Commun.
Xiaofei Wang, Mehdi Bennis, Ping Wang, Rong Yu, Wei Yang Bryan Lim
2023 J jnl
Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks.
IEEE Trans. Veh. Technol.
Ju-Hyung Lee, Jihong Park, Mehdi Bennis, Young-Chai Ko
2023 J jnl
Intelligent Analog Beam Selection and Beamspace Channel Tracking in THz Massive MIMO With Lens Antenna Array.
IEEE Trans. Cogn. Commun. Netw.
Hosein Zarini, Mohammad Robat Mili, Mehdi Rasti, Sergey Andreev, Pedro H. J. Nardelli, Mehdi Bennis
2023 J jnl
Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing.
CoRR
Farhad Rezazadeh, Hatim Chergui, Shuaib Siddiqui, Josep Mangues, Houbing Song, Walid Saad, Mehdi Bennis
2023 — conf
Internet of Things for Hydrology: Potential and Challenges.
WONS
Andrea Zanella, Sergio Zubelzu, Mehdi Bennis, Martina Capuzzo, Paolo Tarolli
2023 B conf
Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures.
GLOBECOM
Qiyang Zhao, Hang Zou, Mehdi Bennis, Mérouane Debbah, Ebtesam Almazrouei, Faouzi Bader
2023 J jnl
Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures.
CoRR
Qiyang Zhao, Hang Zou, Mehdi Bennis, Mérouane Debbah, Ebtesam Almazrouei, Faouzi Bader
2023 J jnl
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation.
CoRR
Hyelin Nam, Jihong Park, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
2023 J jnl
Latency-Aware Radio Resource Optimization in Learning-Based Cloud-Aided Small Cell Wireless Networks.
CoRR
Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho
2023 J jnl
Learning Emergent Random Access Protocol for LEO Satellite Networks.
IEEE Trans. Wirel. Commun.
Ju-Hyung Lee, Hyowoon Seo, Jihong Park, Mehdi Bennis, Young-Chai Ko
2023 J jnl
Learning How to Configure LoRa Networks With No Regret: A Distributed Approach.
IEEE Trans. Ind. Informatics
Verónica Toro-Betancur, Gopika Premsankar, Chen-Feng Liu, Mariusz Slabicki, Mehdi Bennis, Mario Di Francesco
2023 J jnl
Making Sense of Meaning: A Survey on Metrics for Semantic and Goal-Oriented Communication.
IEEE Access
Tilahun Melkamu Getu, Georges Kaddoum, Mehdi Bennis
2023 — conf
Meta Reinforcement Learning-Based Computation Offloading in RIS-Aided MEC-Enabled Cell-Free RAN.
ICC
Yi Lu, Yanxiang Jiang, Lingling Zhang, Mehdi Bennis, Dusit Niyato, Xiaohu You
2023 J jnl
Model Compression via Pattern Shared Sparsification in Analog Federated Learning Under Communication Constraints.
IEEE Trans. Green Commun. Netw.
Jin-Hyun Ahn, Mehdi Bennis, Joonhyuk Kang
2023 — conf
On Learning Intrinsic Rewards for Faster Multi-Agent Reinforcement Learning based MAC Protocol Design in 6G Wireless Networks.
ICC
Luciano Miuccio, Salvatore Riolo, Mehdi Bennis, Daniela Panno
2023 J jnl
On Learning Intrinsic Rewards for Faster Multi-Agent Reinforcement Learning based MAC Protocol Design in 6G Wireless Networks.
CoRR
Luciano Miuccio, Salvatore Riolo, Mehdi Bennis, Daniela Panno
2023 J jnl
Performance Analysis of ML-Based MTC Traffic Pattern Predictors.
IEEE Wirel. Commun. Lett.
David E. Ruíz-Guirola, Onel L. Alcaraz López, Samuel Montejo Sánchez, Richard Demo Souza, Mehdi Bennis
2023 J jnl
Performance Limits of a Deep Learning-Enabled Text Semantic Communication under Interference.
CoRR
Tilahun Melkamu Getu, Walid Saad, Georges Kaddoum, Mehdi Bennis
2023 B conf
Precoder and Detector Learning for Vision-based mmWave Received Power Prediction.
PIMRC
Jia Guo, Mehdi Bennis, Chenyang Yang
2023 J jnl
Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework.
CoRR
Yong Xiao, Yiwei Liao, Yingyu Li, Guangming Shi, H. Vincent Poor, Walid Saad, Mérouane Debbah, Mehdi Bennis
2023 B conf
Semantic Communication Protocol: Demystifying Deep Neural Networks via Probabilistic Logic.
SECON
Sejin Seo, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
2023 B conf
Semantic-Aware Remote State Estimation in Digital Twin with Minimizing Age of Incorrect Information.
GLOBECOM
Haonan Tong, Sihua Wang, Zhaohui Yang, Jun Zhao, Mehdi Bennis, Changchuan Yin
2023 J jnl
Semantics Alignment via Split Learning for Resilient Multi-User Semantic Communication.
CoRR
Jinhyuk Choi, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
2023 J jnl
Semantics-Native Communication via Contextual Reasoning.
IEEE Trans. Cogn. Commun. Netw.
Hyowoon Seo, Jihong Park, Mehdi Bennis, Mérouane Debbah
2023 J jnl
Sensor Networks, Data Processing, and Inference: The Hydrology Challenge.
IEEE Access
Andrea Zanella, Sergio Zubelzu, Mehdi Bennis
2023 J jnl
SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural Networks.
IEEE/ACM Trans. Netw.
Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
2023 — conf
Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition.
GLOBECOM (Workshops)
Nan Li, Mehdi Bennis, Alexandros Iosifidis, Qi Zhang
2023 J jnl
Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition.
CoRR
Nan Li, Mehdi Bennis, Alexandros Iosifidis, Qi Zhang
2023 J jnl
Toward Semantic Communication Protocols: A Probabilistic Logic Perspective.
IEEE J. Sel. Areas Commun.
Sejin Seo, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
2023 J jnl
Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches.
CoRR
Jihong Park, Seung-Woo Ko, Jinho Choi, Seong-Lyun Kim, Mehdi Bennis
2023 J jnl
Tutorial-Cum-Survey on Semantic and Goal- Oriented Communication: Research Landscape, Challenges, and Future Directions.
CoRR
Tilahun Melkamu Getu, Georges Kaddoum, Mehdi Bennis
2023 J jnl
Wireless Multi-Agent Generative AI: From Connected Intelligence to Collective Intelligence.
CoRR
Hang Zou, Qiyang Zhao, Lina Bariah, Mehdi Bennis, Mérouane Debbah
2023 J jnl
Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM).
IEEE Trans. Wirel. Commun.
Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis
2022 J jnl
Age of Semantics in Cooperative Communications: To Expedite Simulation Towards Real via Offline Reinforcement Learning.
CoRR
Xianfu Chen, Zhifeng Zhao, Shiwen Mao, Celimuge Wu, Honggang Zhang, Mehdi Bennis
2022 J jnl
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning.
CoRR
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis
2022 J jnl
Attention-Based Communication and Control for Multi-UAV Path Planning.
IEEE Wirel. Commun. Lett.
Hamid Shiri, Hyowoon Seo, Jihong Park, Mehdi Bennis
2022 J jnl
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration.
CoRR
Henna Kokkonen, Lauri Lovén, Naser Hossein Motlagh, Juha Partala, Alfonso González-Gil, Ester Sola, Iñigo Angulo, Madhusanka Liyanage, Teemu Leppänen, Tri Nguyen, Panos Kostakos, Mehdi Bennis, Sasu Tarkoma, Schahram Dustdar, Susanna Pirttikangas, Jukka Riekki
2022 J jnl
Bayesian Channel Estimation for Intelligent Reflecting Surface-Aided mmWave Massive MIMO Systems With Semi-Passive Elements.
CoRR
In-Soo Kim, Mehdi Bennis, Jaeky Oh, Jaehoon Chung, Junil Choi
2022 J jnl
Can Terahertz Provide High-Rate Reliable Low-Latency Communications for Wireless VR?
IEEE Internet Things J.
Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski
2022 J jnl
Cell-Free MmWave Massive MIMO Systems with Low-Capacity Fronthaul Links and Low-Resolution ADC/DACs.
CoRR
In-Soo Kim, Mehdi Bennis, Junil Choi
2022 J jnl
Cell-Free mmWave Massive MIMO Systems With Low-Capacity Fronthaul Links and Low-Resolution ADC/DACs.
IEEE Trans. Veh. Technol.
In-Soo Kim, Mehdi Bennis, Junil Choi
2022 — conf
Coded Caching via Federated Deep Reinforcement Learning in Fog Radio Access Networks.
ICC Workshops
Yingqi Chen, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 J jnl
Coded Caching via Federated Deep Reinforcement Learning in Fog Radio Access Networks.
CoRR
Yingqi Chen, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 J jnl
Communication Efficient Decentralized Learning Over Bipartite Graphs.
IEEE Trans. Wirel. Commun.
Chaouki Ben Issaid, Anis Elgabli, Jihong Park, Mehdi Bennis, Mérouane Debbah
2022 J jnl
Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation.
IEEE Trans. Green Commun. Netw.
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2022 J jnl
Communication-Efficient and Federated Multi-Agent Reinforcement Learning.
IEEE Trans. Cogn. Commun. Netw.
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2022 — conf
Computation Offloading and Resource Allocation in F-RANs: A Federated Deep Reinforcement Learning Approach.
ICC Workshops
Lingling Zhang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 J jnl
Computation Offloading and Resource Allocation in F-RANs: A Federated Deep Reinforcement Learning Approach.
CoRR
Lingling Zhang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 — conf
Content Popularity Prediction in Fog-RANs: A Clustered Federated Learning Based Approach.
ICC
Zhiheng Wang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 J jnl
Content Popularity Prediction in Fog-RANs: A Clustered Federated Learning Based Approach.
CoRR
Zhiheng Wang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 — conf
Cooperative Edge Caching via Multi Agent Reinforcement Learning in Fog Radio Access Networks.
ICC
Qi Chang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 J jnl
Cooperative Edge Caching via Multi Agent Reinforcement Learning in Fog Radio Access Networks.
CoRR
Qi Chang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 J jnl
DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs.
CoRR
Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
2022 J jnl
DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs.
Trans. Mach. Learn. Res.
Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
2022 — conf
Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs.
ICC
Kyriakos Stylianopoulos, George C. Alexandropoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah
2022 J jnl
Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs.
CoRR
Kyriakos Stylianopoulos, George C. Alexandropoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah
2022 J jnl
Differentially Private CutMix for Split Learning with Vision Transformer.
CoRR
Seungeun Oh, Jihong Park, Sihun Baek, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2022 J jnl
Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks.
IEEE Trans. Wirel. Commun.
Qianqian Zhang, Aidin Ferdowsi, Walid Saad, Mehdi Bennis
2022 J jnl
Enabling the Wireless Metaverse via Semantic Multiverse Communication.
CoRR
Jihong Park, Jinho Choi, Seong-Lyun Kim, Mehdi Bennis
2022 J jnl
Fast MIMO Beamforming via Deep Reinforcement Learning for High Mobility mmWave Connectivity.
IEEE J. Sel. Areas Commun.
Mahdi Fozi, Ahmad R. Sharafat, Mehdi Bennis
2022 A* conf
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning.
ICML
Anis Elgabli, Chaouki Ben Issaid, Amrit Singh Bedi, Ketan Rajawat, Mehdi Bennis, Vaneet Aggarwal
2022 J jnl
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning.
CoRR
Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Ketan Rajawat, Mehdi Bennis, Vaneet Aggarwal
2022 — conf
Federated Learning in Vehicular Networks.
MeditCom
Ahmet M. Elbir, Burak Soner, Sinem Coleri, Deniz Gündüz, Mehdi Bennis
2022 J jnl
Federated Learning on the Road Autonomous Controller Design for Connected and Autonomous Vehicles.
IEEE Trans. Wirel. Commun.
Tengchan Zeng, Omid Semiari, Mingzhe Chen, Walid Saad, Mehdi Bennis
2022 J jnl
Federated Learning-Based Content Popularity Prediction in Fog Radio Access Networks.
IEEE Trans. Wirel. Commun.
Yanxiang Jiang, Yuting Wu, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 J jnl
Federated and Meta learning over Non-Wireless and Wireless Networks: A Tutorial.
CoRR
Xiaonan Liu, Yansha Deng, Arumugam Nallanathan, Mehdi Bennis
2022 J jnl
Goal-Oriented Communications for the IoT and Application to Data Compression.
IEEE Internet Things Mag.
Chao Zhang, Hang Zou, Samson Lasaulce, Walid Saad, Marios Kountouris, Mehdi Bennis
2022 J jnl
Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part II.
IEEE J. Sel. Areas Commun.
Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor
2022 J jnl
Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems.
IEEE J. Sel. Areas Commun.
Xianfu Chen, Celimuge Wu, Tao Chen, Zhi Liu, Honggang Zhang, Mehdi Bennis, Hang Liu, Yusheng Ji
2022 — conf
IntellIoT: Intelligent IoT Environments.
GIOTS
Arne Bröring, Vivek Kulkarni, Andreas Zirkler, Philippe Buschmann, Konstantinos Fysarakis, Simon Mayer, Beatriz Soret, Lam Duc Nguyen, Petar Popovski, Sumudu Samarakoon, Mehdi Bennis, Jérôme Härri, Martijn N. Rooker, Gerald Fritz, Anca Bucur, George Spanoudakis, Sotiris Ioannidis
2022 J jnl
Joint MDS Codes and Weighted Graph-Based Coded Caching in Fog Radio Access Networks.
IEEE Trans. Wirel. Commun.
Yanxiang Jiang, Bao Wang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 — conf
Joint Sensing and Communication for Situational Awareness in Wireless THz Systems.
ICC
Christina Chaccour, Walid Saad, Omid Semiari, Mehdi Bennis, Petar Popovski
2022 A* conf
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks.
INFOCOM
Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
2022 J jnl
Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning With IID and Non-IID Data.
IEEE Trans. Wirel. Commun.
Shengli Liu, Guanding Yu, Xianfu Chen, Mehdi Bennis
2022 — conf
Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning with Non-IID Data.
ICC
Shengli Liu, Guanding Yu, Xianfu Chen, Mehdi Bennis
2022 B conf
Learning Generalized Wireless MAC Communication Protocols via Abstraction.
GLOBECOM
Luciano Miuccio, Salvatore Riolo, Sumudu Samarakoon, Daniela Panno, Mehdi Bennis
2022 J jnl
Learning Generalized Wireless MAC Communication Protocols via Abstraction.
CoRR
Luciano Miuccio, Salvatore Riolo, Sumudu Samarakoon, Daniela Panno, Mehdi Bennis
2022 J jnl
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs.
IEEE Trans. Green Commun. Netw.
Beatriz Soret, Lam Duc Nguyen, Jan Seeger, Arne Bröring, Chaouki Ben Issaid, Sumudu Samarakoon, Anis El Gabli, Vivek Kulkarni, Mehdi Bennis, Petar Popovski
2022 — conf
Life-long Learning for Reasoning-based Semantic Communication.
ICC Workshops
Jingming Liang, Yong Xiao, Yingyu Li, Guangming Shi, Mehdi Bennis
2022 J jnl
Life-long Learning for Reasoning-based Semantic Communication.
CoRR
Jingming Liang, Yong Xiao, Yingyu Li, Guangming Shi, Mehdi Bennis
2022 A* conf
LocFedMix-SL: Localize, Federate, and Mix for Improved Scalability, Convergence, and Latency in Split Learning.
WWW
Seungeun Oh, Jihong Park, Praneeth Vepakomma, Sihun Baek, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2022 B conf
Local Stochastic ADMM for Communication-Efficient Distributed Learning.
WCNC
Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
2022 — conf
MDS Codes Based Group Coded Caching in Fog Radio Access Networks.
ICC
Qianli Tan, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 J jnl
MDS Codes Based Group Coded Caching in Fog Radio Access Networks.
CoRR
Qianli Tan, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 J jnl
Millimeter Wave Communications With an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning.
IEEE Trans. Wirel. Commun.
Qianqian Zhang, Walid Saad, Mehdi Bennis
2022 B conf
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning.
PIMRC
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis
2022 J jnl
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning.
CoRR
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis
2022 — conf
Online Learning for Industrial IoT: The Online Convex Optimization Perspective.
MeditCom
Livia Elena Chatzieleftheriou, Chen-Feng Liu, Iordanis Koutsopoulos, Mehdi Bennis, Mérouane Debbah
2022 J jnl
Optimized Data Sampling and Energy Consumption in IIoT: A Federated Learning Approach.
IEEE Trans. Commun.
Yung-Lin Hsu, Chen-Feng Liu, Hung-Yu Wei, Mehdi Bennis
2022 J jnl
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces.
CoRR
George C. Alexandropoulos, Kyriakos Stylianopoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah
2022 J jnl
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces.
Proc. IEEE
George C. Alexandropoulos, Kyriakos Stylianopoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah
2022 J jnl
Predictive Closed-Loop Remote Control Over Wireless Two-Way Split Koopman Autoencoder.
IEEE Internet Things J.
Abanoub M. Girgis, Hyowoon Seo, Jihong Park, Mehdi Bennis, Jinho Choi
2022 J jnl
Predictive Closed-Loop Remote Control over Wireless Two-Way Split Koopman Autoencoder.
CoRR
Abanoub M. Girgis, Hyowoon Seo, Jihong Park, Mehdi Bennis, Jinho Choi
2022 J jnl
Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding.
CoRR
Won Joon Yun, Jae Pyoung Kim, Hankyul Baek, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim
2022 J jnl
RF-Inpainter: Multimodal Image Inpainting Based on Vision and Radio Signals.
IEEE Access
Cheng Chen, Takayuki Nishio, Mehdi Bennis, Jihong Park
2022 — conf
Random Access Protocol Learning in LEO Satellite Networks via Reinforcement Learning.
VTC Spring
Ju-Hyung Lee, Hyowoon Seo, Jihong Park, Mehdi Bennis, Young-Chai Ko, Joongheon Kim
2022 — conf
Resource Allocation for Time-triggered Federated Learning over Wireless Networks.
ICC
Xiaokang Zhou, Yansha Deng, Huiyun Xia, Shaochuan Wu, Mehdi Bennis
2022 — conf
Security-aware Cooperative Caching via Deep Reinforcement Learning in Fog Radio Access Networks.
GLOBECOM (Workshops)
Qi Chang, Baotian Fan, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 — conf
Semantic-Native Communication: A Simplicial Complex Perspective.
GLOBECOM (Workshops)
Qiyang Zhao, Mehdi Bennis, Mérouane Debbah, Daniel Benevides da Costa
2022 J jnl
Semantic-Native Communication: A Simplicial Complex Perspective.
CoRR
Qiyang Zhao, Mehdi Bennis, Mérouane Debbah, Daniel Benevides da Costa
2022 J jnl
Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing.
IEEE Commun. Surv. Tutorials
Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski, Mérouane Debbah
2022 J jnl
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks.
CoRR
Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
2022 J jnl
Slimmable Quantum Federated Learning.
CoRR
Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim
2022 — conf
Social-aware Cooperative Caching in Fog Radio Access Networks.
ICC
Baotian Fan, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 J jnl
Social-aware Cooperative Caching in Fog Radio Access Networks.
CoRR
Baotian Fan, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2022 J jnl
THz-Empowered UAVs in 6G: Opportunities, Challenges, and Trade-Offs.
CoRR
Mohammad Mahdi Azari, Sourabh Solanki, Symeon Chatzinotas, Mehdi Bennis
2022 J jnl
THz-Empowered UAVs in 6G: Opportunities, Challenges, and Trade-offs.
IEEE Commun. Mag.
Mohammad Mahdi Azari, Sourabh Solanki, Symeon Chatzinotas, Mehdi Bennis
2022 J jnl
Time-Triggered Federated Learning Over Wireless Networks.
IEEE Trans. Wirel. Commun.
Xiaokang Zhou, Yansha Deng, Huiyun Xia, Shaochuan Wu, Mehdi Bennis
2022 J jnl
Time-triggered Federated Learning over Wireless Networks.
CoRR
Xiaokang Zhou, Yansha Deng, Huiyun Xia, Shaochuan Wu, Mehdi Bennis
2022 J jnl
Towards Semantic Communication Protocols: A Probabilistic Logic Perspective.
CoRR
Sejin Seo, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
2022 B conf
Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing Networks.
WCNC
Arian Ahmadi, Omid Semiari, Mehdi Bennis, Mérouane Debbah
2022 J jnl
Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing Networks.
CoRR
Arian Ahmadi, Omid Semiari, Mehdi Bennis, Mérouane Debbah
2022 J jnl
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning.
IEEE Trans. Commun.
Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
2022 J jnl
Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning.
CoRR
Sihun Baek, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2022 J jnl
Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM).
CoRR
Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis
2022 B conf
Xavier-Enabled Extreme Reservoir Machine for Millimeter-Wave Beamspace Channel Tracking.
WCNC
Hosein Zarini, Mohammad Robat Mili, Mehdi Rasti, Pedro H. J. Nardelli, Mehdi Bennis
2021 J jnl
A Framework for Energy and Carbon Footprint Analysis of Distributed and Federated Edge Learning.
CoRR
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Mehdi Bennis
2021 B conf
A framework for energy and carbon footprint analysis of distributed and federated edge learning.
PIMRC
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Mehdi Bennis
2021 J jnl
Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels.
IEEE Trans. Wirel. Commun.
Dingzhu Wen, Ki Jun Jeon, Mehdi Bennis, Kaibin Huang
2021 J jnl
Advances and Open Problems in Federated Learning.
Found. Trends Mach. Learn.
Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Hubert Eichner, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Hang Qi, Daniel Ramage, Ramesh Raskar, Mariana Raykova, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao
2021 B conf
Age-Optimal Power Allocation in Industrial IoT: A Risk-Sensitive Federated Learning Approach.
PIMRC
Yung-Lin Hsu, Chen-Feng Liu, Sumudu Samarakoon, Hung-Yu Wei, Mehdi Bennis
2021 B conf
AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning.
GLOBECOM
Yusuke Koda, Jihong Park, Mehdi Bennis, Praneeth Vepakomma, Ramesh Raskar
2021 J jnl
AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning.
CoRR
Yusuke Koda, Jihong Park, Mehdi Bennis, Praneeth Vepakomma, Ramesh Raskar
2021 J jnl
Attention Based Communication and Control for Multi-UAV Path Planning.
CoRR
Hamid Shiri, Hyowoon Seo, Jihong Park, Mehdi Bennis
2021 — conf
Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication.
ISWCS
Won Joon Yun, Byungju Lim, Soyi Jung, Young-Chai Ko, Jihong Park, Joongheon Kim, Mehdi Bennis
2021 J jnl
Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication.
CoRR
Won Joon Yun, Byungju Lim, Soyi Jung, Young-Chai Ko, Jihong Park, Joongheon Kim, Mehdi Bennis
2021 — conf
BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization.
ICC
Tamara Alshammari, Sumudu Samarakoon, Anis Elgabli, Mehdi Bennis
2021 J jnl
Communication and Consensus Co-Design for Distributed, Low-Latency, and Reliable Wireless Systems.
IEEE Internet Things J.
Hyowoon Seo, Jihong Park, Mehdi Bennis, Wan Choi
2021 J jnl
Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding.
CoRR
Hankyul Baek, Won Joon Yun, Soyi Jung, Jihong Park, Mingyue Ji, Joongheon Kim, Mehdi Bennis
2021 B conf
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation.
GLOBECOM
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2021 J jnl
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation.
CoRR
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2021 J jnl
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications.
Proc. IEEE
Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2021 — conf
Communication-Efficient and Personalized Federated Lottery Ticket Learning.
SPAWC
Sejin Seo, Seung-Woo Ko, Jihong Park, Seong-Lyun Kim, Mehdi Bennis
2021 J jnl
Communication-Efficient and Personalized Federated Lottery Ticket Learning.
CoRR
Sejin Seo, Seung-Woo Ko, Jihong Park, Seong-Lyun Kim, Mehdi Bennis
2021 B conf
Content Popularity Prediction in Fog-RANs: A Bayesian Learning Approach.
GLOBECOM
Yunwei Tao, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2021 — conf
Cooperative Edge Caching via Federated Deep Reinforcement Learning in Fog-RANs.
ICC Workshops
Min Zhang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2021 J jnl
Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks.
CoRR
Qianqian Zhang, Aidin Ferdowsi, Walid Saad, Mehdi Bennis
2021 J jnl
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges.
CoRR
Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor
2021 J jnl
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges.
IEEE J. Sel. Areas Commun.
Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor
2021 J jnl
End-to-End Intent-Based Networking.
IEEE Commun. Mag.
Luis Velasco, Marco Signorelli, Óscar González de Dios, Chrysa Papagianni, Roberto Bifulco, Juan Jose Vegas Olmos, Simon Pryor, Gino Carrozzo, Julius Schulz-Zander, Mehdi Bennis, Ricardo Martínez, Filippo Cugini, Claudio Salvadori, Vincent Lefebvre, Luca Valcarenghi, Marc Ruiz
2021 J jnl
Energy efficiency through joint routing and function placement in different modes of SDN/NFV networks.
Comput. Networks
Reza Moosavi, Saeedeh Parsaeefard, Mohammad Ali Maddah-Ali, Vahid Shah-Mansouri, Babak Hossein Khalaj, Mehdi Bennis
2021 B conf
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels.
PIMRC
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2021 J jnl
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels.
CoRR
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2021 B conf
Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent.
GLOBECOM
Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2021 J jnl
Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent.
CoRR
Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2021 B conf
Federated Distributionally Robust Optimization for Phase Configuration of RISs.
GLOBECOM
Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor
2021 J jnl
Federated Distributionally Robust Optimization for Phase Configuration of RISs.
CoRR
Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor
2021 — conf
Federated Learning for Collaborative Controller Design of Connected and Autonomous Vehicles.
CDC
Tengchan Zeng, Omid Semiari, Mingzhe Chen, Walid Saad, Mehdi Bennis
2021 J jnl
Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles.
CoRR
Tengchan Zeng, Omid Semiari, Mingzhe Chen, Walid Saad, Mehdi Bennis
2021 B conf
Federated Learning with Correlated Data: Taming the Tail for Age-Optimal Industrial IoT.
WiOpt
Chen-Feng Liu, Mehdi Bennis
2021 J jnl
Federated Learning with Correlated Data: Taming the Tail for Age-Optimal Industrial IoT.
CoRR
Chen-Feng Liu, Mehdi Bennis
2021 J jnl
Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part I.
IEEE J. Sel. Areas Commun.
Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor
2021 J jnl
Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning.
IEEE Trans. Commun.
Anis Elgabli, Jihong Park, Chaouki Ben Issaid, Mehdi Bennis
2021 J jnl
Hiding in the Crowd: Federated Data Augmentation for On-Device Learning.
IEEE Intell. Syst.
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2021 J jnl
IEEE TCCN Special Section Editorial: Convergence of Collaborative Distributed Machine Learning and Edge Computing Toward Intelligent Networking.
IEEE Trans. Cogn. Commun. Netw.
Dusit Niyato, Kaibin Huang, Mehdi Bennis, Miao Pan, Zehui Xiong, Long Bao Le, Dong In Kim, Li-Chun Wang
2021 J jnl
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach.
IEEE Trans. Wirel. Commun.
Madyan Alsenwi, Nguyen Hoang Tran, Mehdi Bennis, Shashi Raj Pandey, Anupam Kumar Bairagi, Choong Seon Hong
2021 J jnl
Joint Client Scheduling and Resource Allocation Under Channel Uncertainty in Federated Learning.
IEEE Trans. Commun.
Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis
2021 J jnl
Joint Client Scheduling and Resource Allocation under Channel Uncertainty in Federated Learning.
CoRR
Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis
2021 J jnl
Joint Sensing and Communication for Situational Awareness in Wireless THz Systems.
CoRR
Christina Chaccour, Walid Saad, Omid Semiari, Mehdi Bennis, Petar Popovski
2021 J jnl
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks.
CoRR
Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
2021 J jnl
Learning Emergent Random Access Protocol for LEO Satellite Networks.
CoRR
Ju-Hyung Lee, Hyowoon Seo, Jihong Park, Mehdi Bennis, Young-Chai Ko
2021 J jnl
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs.
CoRR
Beatriz Soret, Lam Duc Nguyen, Jan Seeger, Arne Bröring, Chaouki Ben Issaid, Sumudu Samarakoon, Anis El Gabli, Vivek Kulkarni, Mehdi Bennis, Petar Popovski
2021 J jnl
Link Activation Using Variational Graph Autoencoders.
IEEE Commun. Lett.
Saeed Jamshidiha, Vahid Pourahmadi, Abbas Mohammadi, Mehdi Bennis
2021 J jnl
Mean-Field Game-Theoretic Edge Caching.
CoRR
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2021 — conf
MetaBayes: A Meta-Learning Framework from a Bayesian Perspective.
ACSCC
Tamara Alshammari, Anis Elgabli, Mehdi Bennis
2021 J jnl
Multikernel Clustering via Non-Negative Matrix Factorization Tailored Graph Tensor Over Distributed Networks.
IEEE J. Sel. Areas Commun.
Zhenwen Ren, Mithun Mukherjee, Mehdi Bennis, Jaime Lloret
2021 J jnl
Network slicing for vehicular communication.
Trans. Emerg. Telecommun. Technol.
Hamza Khan, Petri Luoto, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho
2021 J jnl
Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems.
CoRR
Stefano Savazzi, Monica Nicoli, Mehdi Bennis, Sanaz Kianoush, Luca Barbieri
2021 J jnl
Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems.
IEEE Commun. Mag.
Stefano Savazzi, Monica Nicoli, Mehdi Bennis, Sanaz Kianoush, Luca Barbieri
2021 B conf
Performance Analysis of Aircraft-to-Ground Communication Networks in Urban Air Mobility (UAM).
GLOBECOM
Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis
2021 J jnl
Predictive Control and Communication Co-Design via Two-Way Gaussian Process Regression and AoI-Aware Scheduling.
CoRR
Abanoub M. Girgis, Jihong Park, Mehdi Bennis, Mérouane Debbah
2021 J jnl
Predictive Control and Communication Co-Design via Two-Way Gaussian Process Regression and AoI-Aware Scheduling.
IEEE Trans. Commun.
Abanoub M. Girgis, Jihong Park, Mehdi Bennis, Mérouane Debbah
2021 J jnl
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory.
IEEE Trans. Wirel. Commun.
Qianqian Zhang, Walid Saad, Mehdi Bennis, Xing Lu, Mérouane Debbah, Wangda Zuo
2021 J jnl
Predictive Ultra-Reliable Communication: A Survival Analysis Perspective.
IEEE Commun. Lett.
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah
2021 J jnl
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.
IEEE Trans. Commun.
Anis Elgabli, Jihong Park, Amrit Singh Bedi, Chaouki Ben Issaid, Mehdi Bennis, Vaneet Aggarwal
2021 J jnl
Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus.
CoRR
Hang Chen, Syed Ali Asif, Jihong Park, Chien-Chung Shen, Mehdi Bennis
2021 — conf
Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations.
SPAWC
Sumudu Samarakoon, Jihong Park, Mehdi Bennis
2021 J jnl
Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations.
CoRR
Sumudu Samarakoon, Jihong Park, Mehdi Bennis
2021 J jnl
Semantics-Native Communication with Contextual Reasoning.
CoRR
Hyowoon Seo, Jihong Park, Mehdi Bennis, Mérouane Debbah
2021 J jnl
Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning.
CoRR
Shraman Pal, Mansi Uniyal, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Moongu Jeon, Jinho Choi
2021 J jnl
Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing.
CoRR
Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski, Mérouane Debbah
2021 B conf
Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction.
PIMRC
Abanoub M. Girgis, Hyowoon Seo, Jihong Park, Mehdi Bennis, Jinho Choi
2021 J jnl
Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction.
CoRR
Abanoub M. Girgis, Hyowoon Seo, Jihong Park, Mehdi Bennis, Jinho Choi
2021 J jnl
Sum Rate and Reliability Analysis for Power-Domain Nonorthogonal Multiple Access (PD-NOMA).
IEEE Internet Things J.
Taehyeun Park, Gilsoo Lee, Walid Saad, Mehdi Bennis
2021 J jnl
UAV-Assisted Communication in Remote Disaster Areas Using Imitation Learning.
IEEE Open J. Commun. Soc.
Alireza Shamsoshoara, Fatemeh Afghah, Erik Blasch, Jonathan D. Ashdown, Mehdi Bennis
2021 J jnl
UAV-Assisted Communication in Remote Disaster Areas using Imitation Learning.
CoRR
Alireza Shamsoshoara, Fatemeh Afghah, Erik Blasch, Jonathan D. Ashdown, Mehdi Bennis
2021 J jnl
Ultra-Reliable Indoor Millimeter Wave Communications Using Multiple Artificial Intelligence-Powered Intelligent Surfaces.
IEEE Trans. Commun.
Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Choong Seon Hong
2021 J jnl
Ultra-Reliable Indoor Millimeter Wave Communications using Multiple Artificial Intelligence-Powered Intelligent Surfaces.
CoRR
Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Choong Seon Hong
2021 — conf
V2V Cooperative Sensing using Reinforcement Learning with Action Branching.
ICC
Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis
2021 J jnl
When Wireless Communications Meet Computer Vision in Beyond 5G.
IEEE Commun. Stand. Mag.
Takayuki Nishio, Yusuke Koda, Jihong Park, Mehdi Bennis, Klaus Doppler
2020 — conf
1 A Deep Reinforcement Learning Framework to Combat Dynamic Blockage in mmWave V2X Networks.
6G SUMMIT
Sheng Chen, Kien Vu, Sheng Zhou, Zhisheng Niu, Mehdi Bennis, Matti Latva-aho
2020 — ed.
2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020, Busan, Korea (South), February 19-22, 2020
BigComp
Wookey Lee, Luonan Chen, Yang-Sae Moon, Julien Bourgeois, Mehdi Bennis, Yu-Feng Li, Young-Guk Ha, Hyuk-Yoon Kwon, Alfredo Cuzzocrea
2020 J jnl
6G White Paper on Edge Intelligence.
CoRR
Ella Peltonen, Mehdi Bennis, Michele Capobianco, Mérouane Debbah, Aaron Yi Ding, Felipe J. Gil-Castiñeira, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Adrian Kliks, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Ashwin Rao, Sumudu Samarakoon, Kari Seppänen, Pawel Sroka, Sasu Tarkoma, Tingting Yang
2020 J jnl
A Crowdsourcing Framework for On-Device Federated Learning.
IEEE Trans. Wirel. Commun.
Shashi Raj Pandey, Nguyen Hoang Tran, Mehdi Bennis, Yan Kyaw Tun, Aunas Manzoor, Choong Seon Hong
2020 — conf
A Joint Decentralized Federated Learning and Communications Framework for Industrial Networks.
CAMAD
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Mehdi Bennis
2020 J jnl
A Mean Field Game-Based Distributed Edge Caching in Fog Radio Access Networks.
IEEE Trans. Commun.
Yanxiang Jiang, Yabai Hu, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You
2020 J jnl
A Speculative Study on 6G.
IEEE Wirel. Commun.
Faisal Tariq, Muhammad R. A. Khandaker, Kai-Kit Wong, Muhammad Ali Imran, Mehdi Bennis, Mérouane Debbah
2020 J jnl
A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems.
IEEE Netw.
Walid Saad, Mehdi Bennis, Mingzhe Chen
2020 B conf
Accelerating Partitioned Edge Learning via Joint Parameter-and-Bandwidth Allocation.
GLOBECOM
Dingzhu Wen, Mehdi Bennis, Kaibin Huang
2020 J jnl
Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels.
CoRR
Dingzhu Wen, Ki Jun Jeon, Mehdi Bennis, Kaibin Huang
2020 J jnl
Age of Information Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective.
IEEE Trans. Wirel. Commun.
Xianfu Chen, Celimuge Wu, Tao Chen, Honggang Zhang, Zhi Liu, Yan Zhang, Mehdi Bennis
2020 B conf
Age of Information-Aware Resource Management in UAV-Assisted Mobile-Edge Computing Systems.
GLOBECOM
Xianfu Chen, Celimuge Wu, Tao Chen, Zhi Liu, Mehdi Bennis, Yusheng Ji
2020 J jnl
Age-Optimal Power Allocation in Industrial IoT: A Risk-Sensitive Federated Learning Approach.
CoRR
Yung-Lin Hsu, Chen-Feng Liu, Sumudu Samarakoon, Hung-Yu Wei, Mehdi Bennis
2020 J jnl
An Online Framework for Ephemeral Edge Computing in the Internet of Things.
CoRR
Gilsoo Lee, Walid Saad, Mehdi Bennis
2020 J jnl
BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization.
CoRR
Tamara Alshammari, Sumudu Samarakoon, Anis Elgabli, Mehdi Bennis
2020 J jnl
Blockchained On-Device Federated Learning.
IEEE Commun. Lett.
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2020 J jnl
Can Terahertz Provide High-Rate Reliable Low Latency Communications for Wireless VR?
CoRR
Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski
2020 J jnl
Cellular-Connected Wireless Virtual Reality: Requirements, Challenges, and Solutions.
IEEE Commun. Mag.
Fenghe Hu, Yansha Deng, Walid Saad, Mehdi Bennis, A. Hamid Aghvami
2020 J jnl
Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM.
CoRR
Chaouki Ben Issaid, Anis Elgabli, Jihong Park, Mehdi Bennis
2020 Misc conf
Communication Efficient Framework for Decentralized Machine Learning.
CISS
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2020 J jnl
Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory.
CoRR
Hamid Shiri, Jihong Park, Mehdi Bennis
2020 J jnl
Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory.
IEEE Trans. Commun.
Hamid Shiri, Jihong Park, Mehdi Bennis
2020 J jnl
Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction.
CoRR
Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
2020 J jnl
Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction.
IEEE Commun. Lett.
Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Kota Nakashima
2020 J jnl
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications.
CoRR
Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2020 — conf
Content Popularity Prediction in Fog Radio Access Networks: A Federated Learning Based Approach.
ICC
Yuting Wu, Yanxiang Jiang, Mehdi Bennis, Fuchun Zheng, Xiqi Gao, Xiaohu You
2020 Misc conf
Cooperative perception in Vehicular Networks using Multi-Agent Reinforcement Learning.
ACSSC
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Cristina Perfecto, Mehdi Bennis
2020 J jnl
Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming.
CoRR
Mounssif Krouka, Anis Elgabli, Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Vaneet Aggarwal
2020 — conf
D2D Mobile Relaying for Efficient Throughput-Reliability Delivering in 5G.
ICC
Safaa Driouech, Essaid Sabir, Mehdi Bennis
2020 — conf
Data-Driven Predictive Scheduling in Ultra-Reliable Low-Latency Industrial IoT: A Generative Adversarial Network Approach.
SPAWC
Chen-Feng Liu, Mehdi Bennis
2020 J jnl
Data-Driven Predictive Scheduling in Ultra-Reliable Low-Latency Industrial IoT: A Generative Adversarial Network Approach.
CoRR
Chen-Feng Liu, Mehdi Bennis
2020 J jnl
Decentralized Asynchronous Coded Caching Design and Performance Analysis in Fog Radio Access Networks.
IEEE Trans. Mob. Comput.
Yanxiang Jiang, Wenlong Huang, Mehdi Bennis, Fu-Chun Zheng
2020 — conf
Deep Learning Assisted CSI Estimation for Joint URLLC and eMBB Resource Allocation.
ICC Workshops
Hamza Khan, M. Majid Butt, Sumudu Samarakoon, Philippe Sehier, Mehdi Bennis
2020 J jnl
Deep Learning Assisted CSI Estimation for Joint URLLC and eMBB Resource Allocation.
CoRR
Hamza Khan, M. Majid Butt, Sumudu Samarakoon, Philippe Sehier, Mehdi Bennis
2020 — conf
Deep Reinforcement Learning for Energy-Efficient Networking with Reconfigurable Intelligent Surfaces.
ICC
Gilsoo Lee, Minchae Jung, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis
2020 J jnl
Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications.
IEEE Trans. Commun.
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah
2020 J jnl
Distributed Heteromodal Split Learning for Vision Aided mmWave Received Power Prediction.
CoRR
Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
2020 B conf
Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV.
GLOBECOM
Qianqian Zhang, Walid Saad, Mehdi Bennis
2020 J jnl
Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV.
CoRR
Qianqian Zhang, Walid Saad, Mehdi Bennis
2020 J jnl
Energy Efficiency Through Joint Routing and Function Placement in Different Modes of SDN/NFV Networks.
CoRR
Reza Moosavi, Saeedeh Parsaeefard, Mohammad Ali Maddah-Ali, Vahid Shah-Mansouri, Babak Hossein Khalaj, Mehdi Bennis
2020 J jnl
Enhancing Video Streaming in Vehicular Networks via Resource Slicing.
CoRR
Hamza Khan, Sumudu Samarakoon, Mehdi Bennis
2020 J jnl
Enhancing Video Streaming in Vehicular Networks via Resource Slicing.
IEEE Trans. Veh. Technol.
Hamza Khan, Sumudu Samarakoon, Mehdi Bennis
2020 J jnl
Extreme URLLC: Vision, Challenges, and Key Enablers.
CoRR
Jihong Park, Sumudu Samarakoon, Hamid Shiri, Mohamed K. Abdel-Aziz, Takayuki Nishio, Anis Elgabli, Mehdi Bennis
2020 J jnl
Federated Knowledge Distillation.
CoRR
Hyowoon Seo, Jihong Park, Seungeun Oh, Mehdi Bennis, Seong-Lyun Kim
2020 J jnl
Federated Learning and Control at the Wireless Network Edge.
GetMobile Mob. Comput. Commun.
Mehdi Bennis
2020 — conf
Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms.
ICC
Tengchan Zeng, Omid Semiari, Mohammad Mozaffari, Mingzhe Chen, Walid Saad, Mehdi Bennis
2020 J jnl
Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms.
CoRR
Tengchan Zeng, Omid Semiari, Mohammad Mozaffari, Mingzhe Chen, Walid Saad, Mehdi Bennis
2020 B conf
Federated Learning under Channel Uncertainty: Joint Client Scheduling and Resource Allocation.
WCNC
Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis
2020 J jnl
Federated Learning under Channel Uncertainty: Joint Client Scheduling and Resource Allocation.
CoRR
Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis
2020 J jnl
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning.
J. Mach. Learn. Res.
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2020 J jnl
Guest Editorial: Communication Technologies for Efficient Edge Learning.
IEEE Commun. Mag.
Mehdi Bennis, Mérouane Debbah, Kaibin Huang, Zhaohui Yang
2020 J jnl
Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning.
CoRR
Anis Elgabli, Jihong Park, Chaouki Ben Issaid, Mehdi Bennis
2020 J jnl
Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems.
CoRR
Xianfu Chen, Celimuge Wu, Tao Chen, Zhi Liu, Honggang Zhang, Mehdi Bennis, Hang Liu, Yusheng Ji
2020 B conf
Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks.
GLOBECOM
Ju-Hyung Lee, Jihong Park, Mehdi Bennis, Young-Chai Ko
2020 J jnl
Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks.
CoRR
Ju-Hyung Lee, Jihong Park, Mehdi Bennis, Young-Chai Ko
2020 J jnl
Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks.
CoRR
Ju-Hyung Lee, Jihong Park, Mehdi Bennis, Young-Chai Ko
2020 J jnl
Intelligent Edge: Leveraging Deep Imitation Learning for Mobile Edge Computation Offloading.
IEEE Wirel. Commun.
Shuai Yu, Xu Chen, Lei Yang, Di Wu, Mehdi Bennis, Junshan Zhang
2020 J jnl
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach.
CoRR
Madyan Alsenwi, Nguyen Hoang Tran, Mehdi Bennis, Shashi Raj Pandey, Anupam Kumar Bairagi, Choong Seon Hong
2020 J jnl
Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning.
CoRR
Dingzhu Wen, Mehdi Bennis, Kaibin Huang
2020 J jnl
Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning.
IEEE Trans. Wirel. Commun.
Dingzhu Wen, Mehdi Bennis, Kaibin Huang
2020 — conf
Joint Redundant MDS Codes and Cluster Cooperation Based Coded Caching in Fog Radio Access Networks.
ICC Workshops
Bao Wang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiqi Gao, Xiaohu You
2020 B conf
L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning.
WCNC
Anis Elgabli, Jihong Park, Sabbir Ahmed, Mehdi Bennis
2020 J jnl
Link-Level Throughput Maximization Using Deep Reinforcement Learning.
IEEE Netw. Lett.
Saeed Jamshidiha, Vahid Pourahmadi, Abbas Mohammadi, Mehdi Bennis
2020 B conf
Maximum Allowable Transfer Interval Aware Scheduling for Wireless Remote Monitoring.
WCNC
Mounssif Krouka, Anis Elgabli, Mehdi Bennis
2020 J jnl
Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks.
IEEE Trans. Veh. Technol.
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2020 J jnl
Millimeter Wave Communications with an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning.
CoRR
Qianqian Zhang, Walid Saad, Mehdi Bennis
2020 J jnl
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup.
CoRR
Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2020 J jnl
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup.
IEEE Commun. Lett.
Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2020 J jnl
Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks.
IEEE Trans. Commun.
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Chen-Feng Liu, Mehdi Bennis, Walid Saad
2020 J jnl
Optimized Caching and Spectrum Partitioning for D2D Enabled Cellular Systems With Clustered Devices.
IEEE Trans. Commun.
Ramy Amer, Hesham ElSawy, M. Majid Butt, Eduard A. Jorswieck, Mehdi Bennis, Nicola Marchetti
2020 J jnl
Optimized Caching and Spectrum Partitioning for D2D enabled Cellular Systems with Clustered Devices.
CoRR
Ramy Amer, Hesham ElSawy, M. Majid Butt, Eduard A. Jorswieck, Mehdi Bennis, Nicola Marchetti
2020 J jnl
Performance Analysis of Blockchain Systems With Wireless Mobile Miners.
IEEE Netw. Lett.
Gilsoo Lee, Jihong Park, Walid Saad, Mehdi Bennis
2020 — conf
Phase Configuration Learning in Wireless Networks with Multiple Reconfigurable Intelligent Surfaces.
GLOBECOM (Workshops)
George C. Alexandropoulos, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah
2020 J jnl
Phase Configuration Learning in Wireless Networks with Multiple Reconfigurable Intelligent Surfaces.
CoRR
George C. Alexandropoulos, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah
2020 — conf
Predictive Control and Communication Co-Design: A Gaussian Process Regression Approach.
SPAWC
Abanoub M. Girgis, Jihong Park, Chen-Feng Liu, Mehdi Bennis
2020 J jnl
Predictive Control and Communication Co-Design: A Gaussian Process Regression Approach.
CoRR
Abanoub M. Girgis, Jihong Park, Chen-Feng Liu, Mehdi Bennis
2020 J jnl
Predictive Ultra-Reliable Communication: A Survival Analysis Perspective.
CoRR
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah
2020 J jnl
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning.
CoRR
Han Cha, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2020 J jnl
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning.
IEEE Intell. Syst.
Han Cha, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2020 Misc conf
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.
ICASSP
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2020 J jnl
Reinforcement Learning Based Vehicle-cell Association Algorithm for Highly Mobile Millimeter Wave Communication.
CoRR
Hamza Khan, Anis Elgabli, Sumudu Samarakoon, Mehdi Bennis, Choong Seon Hong
2020 J jnl
Remote UAV Online Path Planning via Neural Network-Based Opportunistic Control.
IEEE Wirel. Commun. Lett.
Hamid Shiri, Jihong Park, Mehdi Bennis
2020 — conf
Resource Awareness In Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems.
VTC Spring
Xianfu Chen, Tao Chen, Zhifeng Zhao, Honggang Zhang, Mehdi Bennis, Yusheng Ji
2020 — conf
Risk-Aware Optimization of Age of Information in the Internet of Things.
ICC
Bo Zhou, Walid Saad, Mehdi Bennis, Petar Popovski
2020 J jnl
Risk-Aware Optimization of Age of Information in the Internet of Things.
CoRR
Bo Zhou, Walid Saad, Mehdi Bennis, Petar Popovski
2020 — conf
Risk-Based Optimization of Virtual Reality over Terahertz Reconfigurable Intelligent Surfaces.
ICC
Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski
2020 J jnl
Risk-Based Optimization of Virtual Reality over Terahertz Reconfigurable Intelligent Surfaces.
CoRR
Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski
2020 J jnl
Risk-Sensitive Task Fetching and Offloading for Vehicular Edge Computing.
IEEE Commun. Lett.
Sadeep Batewela, Chen-Feng Liu, Mehdi Bennis, Himal A. Suraweera, Choong Seon Hong
2020 J jnl
Taming the Latency in Multi-User VR 360°: A QoE-Aware Deep Learning-Aided Multicast Framework.
IEEE Trans. Commun.
Cristina Perfecto, Mohammed Saad ElBamby, Javier Del Ser, Mehdi Bennis
2020 J jnl
Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach.
IEEE Commun. Lett.
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
2020 J jnl
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning.
CoRR
Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
2020 J jnl
When Wireless Communications Meet Computer Vision in Beyond 5G.
CoRR
Takayuki Nishio, Yusuke Koda, Jihong Park, Mehdi Bennis, Klaus Doppler
2020 J jnl
XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning.
CoRR
Myungjae Shin, Chihoon Hwang, Joongheon Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2019 J jnl
A Crowdsourcing Framework for On-Device Federated Learning.
CoRR
Shashi Raj Pandey, Nguyen Hoang Tran, Mehdi Bennis, Yan Kyaw Tun, Aunas Manzoor, Choong Seon Hong
2019 — conf
A Proximal Jacobian ADMM Approach for Fast Massive MIMO Signal Detection in Low-Latency Communications.
ICC
Anis Elgabli, Ali A. Elghariani, Vaneet Aggarwal, Mehdi Bennis, Mark R. Bell
2019 J jnl
A Proximal Jacobian ADMM Approach for Fast Massive MIMO Signal Detection in Low-Latency Communications.
CoRR
Anis Elgabli, Ali A. Elghariani, Vaneet Aggarwal, Mehdi Bennis, Mark R. Bell
2019 J jnl
A Speculative Study on 6G.
CoRR
Faisal Tariq, Muhammad R. A. Khandaker, Kai-Kit Wong, Muhammad Ali Imran, Mehdi Bennis, Mérouane Debbah
2019 J jnl
A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems.
IEEE Commun. Surv. Tutorials
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Young-Han Nam, Mérouane Debbah
2019 J jnl
A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems.
CoRR
Walid Saad, Mehdi Bennis, Mingzhe Chen
2019 J jnl
Advances and Open Problems in Federated Learning.
CoRR
Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao
2019 J jnl
Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective.
CoRR
Xianfu Chen, Celimuge Wu, Tao Chen, Honggang Zhang, Zhi Liu, Yan Zhang, Mehdi Bennis
2019 J jnl
An Online Optimization Framework for Distributed Fog Network Formation With Minimal Latency.
IEEE Trans. Wirel. Commun.
Gilsoo Lee, Walid Saad, Mehdi Bennis
2019 J jnl
Beyond 5G With UAVs: Foundations of a 3D Wireless Cellular Network.
IEEE Trans. Wirel. Commun.
Mohammad Mozaffari, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2019 J jnl
Communication and Consensus Co-Design for Low-Latency and Reliable Industrial IoT Systems.
CoRR
Hyowoon Seo, Jihong Park, Mehdi Bennis, Wan Choi
2019 J jnl
Communications and Control for Wireless Drone-Based Antenna Array.
IEEE Trans. Commun.
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2019 J jnl
Cooperative Caching in Fog Radio Access Networks: A Graph-based Approach.
CoRR
Yanxiang Jiang, Xiaoting Cui, Mehdi Bennis, Fu-Chun Zheng
2019 B conf
Cooperative Edge Caching in Fog Radio Access Networks: A Pigeon Inspired Optimization Approach.
GLOBECOM
Chengyu Xia, Yanxiang Jiang, Mugen Peng, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
2019 J jnl
Cooperative caching in fog radio access networks: a graph-based approach.
IET Commun.
Yanxiang Jiang, Xiaoting Cui, Mehdi Bennis, Fu-Chun Zheng, Baotian Fan, Xiaohu You
2019 J jnl
Decentralized Asynchronous Coded Caching Design and Performance Analysis in Fog Radio Access Networks.
CoRR
Yanxiang Jiang, Wenlong Huang, Mehdi Bennis, Fu-Chun Zheng
2019 — conf
Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications.
ICC
Xianfu Chen, Celimuge Wu, Honggang Zhang, Yan Zhang, Mehdi Bennis, Heli Vuojala
2019 J jnl
Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications.
CoRR
Xianfu Chen, Celimuge Wu, Honggang Zhang, Yan Zhang, Mehdi Bennis, Heli Vuojala
2019 B conf
Dependence Control for Reliability Optimization in Vehicular Networks.
GLOBECOM
Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis
2019 J jnl
Dependence Control for Reliability Optimization in Vehicular Networks.
CoRR
Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis
2019 J jnl
Distilling On-Device Intelligence at the Network Edge.
CoRR
Jihong Park, Shiqiang Wang, Anis Elgabli, Seungeun Oh, Eunjeong Jeong, Han Cha, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis
2019 — conf
Distributed Edge Caching via Reinforcement Learning in Fog Radio Access Networks.
VTC Spring
Liuyang Lu, Yanxiang Jiang, Mehdi Bennis, Zhiguo Ding, Fu-Chun Zheng, Xiaohu You
2019 J jnl
Distributed Edge Caching via Reinforcement Learning in Fog Radio Access Networks.
CoRR
Liuyang Lu, Yanxiang Jiang, Mehdi Bennis, Zhiguo Ding, Fu-Chun Zheng, Xiaohu You
2019 — conf
Dynamic Radio Frame Configuration by Exploiting Uplink Control Channel for URLLC.
WCNC Workshops
Navuday Sharma, Muhammad Mahtab Alam, Yannick Le Moullec, Hassan Malik, Mehdi Bennis, Sven Pärand
2019 J jnl
Dynamic Task Offloading and Resource Allocation for Ultra-Reliable Low-Latency Edge Computing.
IEEE Trans. Commun.
Chen-Feng Liu, Mehdi Bennis, Mérouane Debbah, H. Vincent Poor
2019 — conf
Edge Caching Resource Allocation in Fog Radio Access Networks: An Incentive Mechanism Based Approach.
ICC Workshops
Hui Ge, Yanxiang Jiang, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You
2019 J jnl
Federated Reinforcement Distillation with Proxy Experience Memory.
CoRR
Han Cha, Jihong Park, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis
2019 J jnl
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning.
CoRR
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2019 B conf
Incentivize to Build: A Crowdsourcing Framework for Federated Learning.
GLOBECOM
Shashi Raj Pandey, Nguyen Hoang Tran, Mehdi Bennis, Yan Kyaw Tun, Zhu Han, Choong Seon Hong
2019 J jnl
Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Joint Mobile Broadband and Ultra-Reliable Low-Latency Communications.
IEEE Wirel. Commun.
Omid Semiari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2019 J jnl
Joint Cache Allocation With Incentive and User Association in Cloud Radio Access Networks Using Hierarchical Game.
IEEE Access
Tra Huong Thi Le, Nguyen Hoang Tran, Phuong Luu Vo, Zhu Han, Mehdi Bennis, Choong Seon Hong
2019 — conf
Joint Communication and Control System Design for Connected and Autonomous Vehicle Navigation.
ICC
Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis
2019 J jnl
Joint Communication and Control for Wireless Autonomous Vehicular Platoon Systems.
IEEE Trans. Commun.
Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis
2019 J jnl
Joint Path Selection and Rate Allocation Framework for 5G Self-Backhauled mm-wave Networks.
IEEE Trans. Wirel. Commun.
Trung Kien Vu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho
2019 J jnl
L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning.
CoRR
Anis Elgabli, Jihong Park, Sabbir Ahmed, Mehdi Bennis
2019 J jnl
Learning to Entangle Radio Resources in Vehicular Communications: An Oblivious Game-Theoretic Perspective.
IEEE Trans. Veh. Technol.
Xianfu Chen, Celimuge Wu, Mehdi Bennis, Zhifeng Zhao, Zhu Han
2019 B conf
Massive Autonomous UAV Path Planning: A Neural Network Based Mean-Field Game Theoretic Approach.
GLOBECOM
Hamid Shiri, Jihong Park, Mehdi Bennis
2019 J jnl
Massive Autonomous UAV Path Planning: A Neural Network Based Mean-Field Game Theoretic Approach.
CoRR
Hamid Shiri, Jihong Park, Mehdi Bennis
2019 J jnl
Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach.
IEEE J. Sel. Areas Commun.
Xianfu Chen, Zhifeng Zhao, Celimuge Wu, Mehdi Bennis, Hang Liu, Yusheng Ji, Honggang Zhang
2019 J jnl
Multi-hop Federated Private Data Augmentation with Sample Compression.
CoRR
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2019 J jnl
Network Slicing for Vehicular Communication.
CoRR
Hamza Khan, Petri Luoto, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho
2019 — conf
One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction.
CoNEXT Companion
Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
2019 J jnl
One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction.
CoRR
Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
2019 J jnl
Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks.
CoRR
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Chen-Feng Liu, Mehdi Bennis, Walid Saad
2019 J jnl
Optimized Computation Offloading Performance in Virtual Edge Computing Systems Via Deep Reinforcement Learning.
IEEE Internet Things J.
Xianfu Chen, Honggang Zhang, Celimuge Wu, Shiwen Mao, Yusheng Ji, Mehdi Bennis
2019 J jnl
Optimized Deployment of Millimeter Wave Networks for In-Venue Regions With Stochastic Users' Orientation.
IEEE Trans. Wirel. Commun.
Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis
2019 J jnl
Optimized Deployment of Millimeter Wave Networks for In-venue Regions with Stochastic Users' Orientation.
CoRR
Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis
2019 J jnl
Performance Analysis of Blockchain Systems with Wireless Mobile Miners.
CoRR
Gilsoo Lee, Jihong Park, Walid Saad, Mehdi Bennis
2019 J jnl
Power Control via Stackelberg Game for Small-Cell Networks.
Wirel. Commun. Mob. Comput.
Yanxiang Jiang, Hui Ge, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You
2019 J jnl
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.
CoRR
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2019 B conf
Reflections in the Sky: Millimeter Wave Communication with UAV-Carried Intelligent Reflectors.
GLOBECOM
Qianqian Zhang, Walid Saad, Mehdi Bennis
2019 J jnl
Reflections in the Sky: Millimeter Wave Communication with UAV-Carried Intelligent Reflectors.
CoRR
Qianqian Zhang, Walid Saad, Mehdi Bennis
2019 C conf
Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks.
ISCC
Anis Elgabli, Hamza Khan, Mounssif Krouka, Mehdi Bennis
2019 J jnl
Reinforcement Learning-Based Vehicle-Cell Association Algorithm for Highly Mobile Millimeter Wave Communication.
IEEE Trans. Cogn. Commun. Netw.
Hamza Khan, Anis Elgabli, Sumudu Samarakoon, Mehdi Bennis, Choong Seon Hong
2019 J jnl
Remote UAV Online Path Planning via Neural Network Based Opportunistic Control.
CoRR
Hamid Shiri, Jihong Park, Mehdi Bennis
2019 J jnl
Resource Awareness in Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems.
CoRR
Xianfu Chen, Tao Chen, Zhifeng Zhao, Honggang Zhang, Mehdi Bennis, Yusheng Ji
2019 — conf
Resource virtualization with edge caching and latency constraint for local B5G operator.
ISWCS
Tachporn Sanguanpuak, Dusit Niyato, Nandana Rajatheva, Mehdi Bennis, Matti Latva-aho
2019 J jnl
Risk-Sensitive Task Fetching and Offloading for Vehicular Edge Computing.
CoRR
Sadeep Batewela, Chen-Feng Liu, Mehdi Bennis, Himal A. Suraweera, Choong Seon Hong
2019 J jnl
Scanning the Issue.
Proc. IEEE
Jihong Park, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah, Andrea Conti, Santiago Mazuelas, Stefania Bartoletti, William C. Lindsey, Moe Z. Win, Yueping Zhang, Junfa Mao, Peter M. Grant, John S. Thompson
2019 B conf
Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing.
GLOBECOM
Xianfu Chen, Zhifeng Zhao, Celimuge Wu, Tao Chen, Honggang Zhang, Mehdi Bennis
2019 J jnl
Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing.
CoRR
Xianfu Chen, Zhifeng Zhao, Celimuge Wu, Tao Chen, Honggang Zhang, Mehdi Bennis
2019 J jnl
Spatiotemporal Analysis on Broadcast Performance of DSRC with External Interference in 5.9 GHz Band.
CoRR
Seungmo Kim, Mehdi Bennis
2019 J jnl
Taming the Tail of Maximal Information Age in Wireless Industrial Networks.
CoRR
Chen-Feng Liu, Mehdi Bennis
2019 J jnl
Taming the Tail of Maximal Information Age in Wireless Industrial Networks.
IEEE Commun. Lett.
Chen-Feng Liu, Mehdi Bennis
2019 B conf
Ultra-Reliable Millimeter-Wave Communications Using an Artificial Intelligence-Powered Reflector.
GLOBECOM
Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis
2019 J jnl
Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach.
CoRR
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
2019 J jnl
User Preference Learning-Based Edge Caching for Fog Radio Access Network.
IEEE Trans. Commun.
Yanxiang Jiang, Miaoli Ma, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You
2019 J jnl
Wireless Edge Computing With Latency and Reliability Guarantees.
Proc. IEEE
Mohammed Saad ElBamby, Cristina Perfecto, Chen-Feng Liu, Jihong Park, Sumudu Samarakoon, Xianfu Chen, Mehdi Bennis
2019 J jnl
Wireless Edge Computing with Latency and Reliability Guarantees.
CoRR
Mohammed Saad ElBamby, Cristina Perfecto, Chen-Feng Liu, Jihong Park, Sumudu Samarakoon, Xianfu Chen, Mehdi Bennis
2019 J jnl
Wireless Network Intelligence at the Edge.
Proc. IEEE
Jihong Park, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah
2019 J jnl
eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach.
CoRR
Madyan Alsenwi, Nguyen Hoang Tran, Mehdi Bennis, Anupam Kumar Bairagi, Choong Seon Hong
2019 J jnl
eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach.
IEEE Commun. Lett.
Madyan Alsenwi, Nguyen Hoang Tran, Mehdi Bennis, Anupam Kumar Bairagi, Choong Seon Hong
2018 B conf
3D Cellular Network Architecture with Drones for beyond 5G.
GLOBECOM
Mohammad Mozaffari, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2018 B conf
A Quitting Game Framework for Self-Organized D2D Mobile Relaying in 5G.
GLOBECOM
Safaa Driouech, Essaid Sabir, Mehdi Bennis, Halima Elbiaze
2018 J jnl
A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems.
CoRR
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Young-Han Nam, Mérouane Debbah
2018 J jnl
Beyond 5G with UAVs: Foundations of a 3D Wireless Cellular Network.
CoRR
Mohammad Mozaffari, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2018 J jnl
Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks.
IEEE Trans. Wirel. Commun.
Omid Semiari, Walid Saad, Mehdi Bennis, Behrouz Maham
2018 — conf
Collaborative Artificial Intelligence (AI) for User-Cell Association in Ultra-Dense Cellular Systems.
ICC Workshops
Kenza Hamidouche, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2018 J jnl
Collaborative Artificial Intelligence (AI) for User-Cell association in Ultra-Dense Cellular Systems.
CoRR
Kenza Hamidouche, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2018 J jnl
Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data.
CoRR
Eunjeong Jeong, Seungeun Oh, Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2018 — conf
Consensus-Before-Talk: Distributed Dynamic Spectrum Access via Distributed Spectrum Ledger Technology.
DySPAN
Hyowoon Seo, Jihong Park, Mehdi Bennis, Wan Choi
2018 J jnl
Consensus-Before-Talk: Distributed Dynamic Spectrum Access via Distributed Spectrum Ledger Technology.
CoRR
Hyowoon Seo, Jihong Park, Mehdi Bennis, Wan Choi
2018 — conf
Decentralized Asynchronous Coded Caching in Fog-RAN.
VTC Fall
Wenlong Huang, Yanxiang Jiang, Mehdi Bennis, Fu-Chun Zheng, Haris Gacanin, Xiaohu You
2018 J jnl
Decentralized Asynchronous Coded Caching in Fog-RAN.
CoRR
Wenlong Huang, Yanxiang Jiang, Mehdi Bennis, Fu-Chun Zheng, Haris Gacanin, Xiaohu You
2018 — conf
Distributed Edge Caching in Ultra-Dense Fog Radio Access Networks: A Mean Field Approach.
VTC Fall
Yabai Hu, Yanxiang Jiang, Mehdi Bennis, Fu-Chun Zheng
2018 J jnl
Distributed Edge Caching in Ultra-dense Fog Radio Access Networks: A Mean Field Approach.
CoRR
Yabai Hu, Yanxiang Jiang, Mehdi Bennis, Fu-Chun Zheng
2018 J jnl
Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications.
CoRR
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah
2018 — conf
Drone-Based Antenna Array for Service Time Minimization in Wireless Networks.
ICC
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2018 J jnl
Dynamic Resource Allocation for Optimized Latency and Reliability in Vehicular Networks.
IEEE Access
Muhammad Ikram Ashraf, Chen-Feng Liu, Mehdi Bennis, Walid Saad, Choong Seon Hong
2018 J jnl
Dynamic Task Offloading and Resource Allocation for Ultra-Reliable Low-Latency Edge Computing.
CoRR
Chen-Feng Liu, Mehdi Bennis, Mérouane Debbah, H. Vincent Poor
2018 J jnl
Edge Computing Meets Millimeter-wave Enabled VR: Paving the Way to Cutting the Cord.
CoRR
Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler
2018 B conf
Edge computing meets millimeter-wave enabled VR: Paving the way to cutting the cord.
WCNC
Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler
2018 B conf
Federated Learning for Ultra-Reliable Low-Latency V2V Communications.
GLOBECOM
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah
2018 J jnl
Federated Learning for Ultra-Reliable Low-Latency V2V Communications.
CoRR
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah
2018 J jnl
Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling.
IEEE Trans. Wirel. Commun.
Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor
2018 — conf
Green Fog Offloading Strategy for Heterogeneous Wireless Edge Networks.
GLOBECOM Workshops
Yung-Lin Hsu, Hung-Yu Wei, Mehdi Bennis
2018 J jnl
HSDRAN: Hierarchical Software-Defined Radio Access Network for Distributed Optimization.
IEEE Trans. Veh. Technol.
Ruozhou Yu, Guoliang Xue, Mehdi Bennis, Xianfu Chen, Zhu Han
2018 J jnl
Heterogeneous Ultra Dense Networks: Part 2.
IEEE Commun. Mag.
Haijun Zhang, Chunxiao Jiang, Mehdi Bennis, Mérouane Debbah, Zhu Han, Victor C. M. Leung
2018 — conf
Integrated Communications and Control Co-Design for Wireless Vehicular Platoon Systems.
ICC
Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis
2018 J jnl
Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Ultra-Reliable Low-Latency Communications.
CoRR
Omid Semiari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2018 J jnl
Inter-Cluster Cooperation for Wireless D2D Caching Networks.
IEEE Trans. Wirel. Commun.
Ramy Amer, M. Majid Butt, Mehdi Bennis, Nicola Marchetti
2018 J jnl
Inter-cluster Cooperation for Wireless D2D Caching Networks.
CoRR
Ramy Amer, M. Majid Butt, Mehdi Bennis, Nicola Marchetti
2018 J jnl
Joint Communication and Control for Wireless Autonomous Vehicular Platoon Systems.
CoRR
Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis
2018 J jnl
Joint Path Selection and Rate Allocation Framework for 5G Self-Backhauled mmWave Networks.
CoRR
Trung Kien Vu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho
2018 J jnl
Learning to Entangle Radio Resources in Vehicular Communications: An Oblivious Game-Theoretic Perspective.
CoRR
Xianfu Chen, Celimuge Wu, Mehdi Bennis, Zhifeng Zhao, Zhu Han
2018 J jnl
Learning-Based Caching in Cloud-Aided Wireless Networks.
IEEE Commun. Lett.
Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho, Choong Seon Hong
2018 J jnl
Machine Learning for Predictive On-Demand Deployment of UAVs for Wireless Communications.
CoRR
Qianqian Zhang, Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2018 B conf
Machine Learning for Predictive On-Demand Deployment of Uavs for Wireless Communications.
GLOBECOM
Qianqian Zhang, Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2018 — conf
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach.
SPAWC
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2018 J jnl
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach.
CoRR
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2018 J jnl
Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks.
CoRR
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2018 J jnl
Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach.
CoRR
Xianfu Chen, Zhifeng Zhao, Celimuge Wu, Mehdi Bennis, Hang Liu, Yusheng Ji, Honggang Zhang
2018 J jnl
Multi-operator spectrum sharing using matching game in small cells network.
CoRR
Tachporn Sanguanpuak, Nandana Rajatheva, Mehdi Bennis, Dusit Niyato, Matti Latva-aho
2018 B conf
On Minimizing Energy Consumption for D2D Clustered Caching Networks.
GLOBECOM
Ramy Amer, M. Majid Butt, Hesham ElSawy, Mehdi Bennis, Jacek Kibilda, Nicola Marchetti
2018 J jnl
On Minimizing Energy Consumption for D2D Clustered Caching Networks.
CoRR
Ramy Amer, M. Majid Butt, Hesham ElSawy, Mehdi Bennis, Jacek Kibilda, Nicola Marchetti
2018 J jnl
On the Application of Network Slicing for 5G-V2X.
CoRR
Hamza Khan, Petri Luoto, Mehdi Bennis, Matti Latva-aho
2018 J jnl
On-Device Federated Learning via Blockchain and its Latency Analysis.
CoRR
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2018 B conf
Online Optimization for UAV-Assisted Distributed Fog Computing in Smart Factories of Industry 4.0.
GLOBECOM
Gilsoo Lee, Walid Saad, Mehdi Bennis
2018 J jnl
Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning.
CoRR
Xianfu Chen, Honggang Zhang, Celimuge Wu, Shiwen Mao, Yusheng Ji, Mehdi Bennis
2018 J jnl
Path Selection and Rate Allocation in Self-Backhauled mmWave Networks.
CoRR
Trung Kien Vu, Chen-Feng Liu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho
2018 B conf
Path selection and rate allocation in self-backhauled mmWave networks.
WCNC
Trung Kien Vu, Chen-Feng Liu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho
2018 — conf
Performance Analysis and Caching Design in Fog Radio Access Networks.
GLOBECOM Workshops
Aoao Peng, Yanxiang Jiang, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You
2018 — conf
Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning.
VTC Fall
Xianfu Chen, Honggang Zhang, Celimuge Wu, Shiwen Mao, Yusheng Ji, Mehdi Bennis
2018 J jnl
Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning.
CoRR
Xianfu Chen, Honggang Zhang, Celimuge Wu, Shiwen Mao, Yusheng Ji, Mehdi Bennis
2018 J jnl
Power Control via Stackelberg Game for Small-Cell Networks.
CoRR
Yanxiang Jiang, Hui Ge, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You
2018 J jnl
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory.
CoRR
Qianqian Zhang, Walid Saad, Mehdi Bennis, Xing Lu, Mérouane Debbah, Wangda Zuo
2018 J jnl
Proactive edge computing in fog networks with latency and reliability guarantees.
EURASIP J. Wirel. Commun. Netw.
Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Matti Latva-aho, Choong Seon Hong
2018 J jnl
Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks.
CoRR
Anis Elgabli, Hamza Khan, Mounssif Krouka, Mehdi Bennis
2018 J jnl
Scanning the Issue.
Proc. IEEE
H. Joel Trussell, Yongpeng Wu, Chengshan Xiao, Zhi Ding, Xiqi Gao, Shi Jin, Mehdi Bennis, Mérouane Debbah, H. Vincent Poor, Mark Schubin
2018 J jnl
Taming the latency in multi-user VR 360°: A QoE-aware deep learning-aided multicast framework.
CoRR
Cristina Perfecto, Mohammed Saad ElBamby, Javier Del Ser, Mehdi Bennis
2018 J jnl
Toward Low-Latency and Ultra-Reliable Virtual Reality.
IEEE Netw.
Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler
2018 J jnl
Towards Low-Latency and Ultra-Reliable Virtual Reality.
CoRR
Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler
2018 B conf
URLLC-eMBB Slicing to Support VR Multimodal Perceptions over Wireless Cellular Systems.
GLOBECOM
Jihong Park, Mehdi Bennis
2018 J jnl
URLLC-eMBB Slicing to Support VR Multimodal Perceptions over Wireless Cellular Systems.
CoRR
Jihong Park, Mehdi Bennis
2018 J jnl
Ultra-Reliable Communication in 5G mmWave Networks: A Risk-Sensitive Approach.
CoRR
Trung Kien Vu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho, Choong Seon Hong
2018 J jnl
Ultra-Reliable Communication in 5G mmWave Networks: A Risk-Sensitive Approach.
IEEE Commun. Lett.
Trung Kien Vu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho, Choong Seon Hong
2018 B conf
Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail.
GLOBECOM
Mohamed K. Abdel-Aziz, Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
2018 J jnl
Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail.
CoRR
Mohamed K. Abdel-Aziz, Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
2018 J jnl
Ultra-Reliable and Low-Latency Vehicular Transmission: An Extreme Value Theory Approach.
CoRR
Chen-Feng Liu, Mehdi Bennis
2018 J jnl
Ultra-Reliable and Low-Latency Vehicular Transmission: An Extreme Value Theory Approach.
IEEE Commun. Lett.
Chen-Feng Liu, Mehdi Bennis
2018 J jnl
Ultra-Reliable and Low-Latency Wireless Communication: Tail, Risk and Scale.
CoRR
Mehdi Bennis, Mérouane Debbah, H. Vincent Poor
2018 J jnl
Ultrareliable and Low-Latency Wireless Communication: Tail, Risk, and Scale.
Proc. IEEE
Mehdi Bennis, Mérouane Debbah, H. Vincent Poor
2018 J jnl
User Preference Learning Based Edge Caching for Fog-RAN.
CoRR
Yanxiang Jiang, Miaoli Ma, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You
2018 Misc conf
Wireless Communications and Control for Swarms of Cellular-Connected UAVs.
ACSSC
Tengchan Zeng, Mohammad Mozaffari, Omid Semiari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2018 J jnl
Wireless Network Intelligence at the Edge.
CoRR
Jihong Park, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah
2018 J jnl
Wireless Resource Scheduling in Virtualized Radio Access Networks Using Stochastic Learning.
IEEE Trans. Mob. Comput.
Xianfu Chen, Zhu Han, Honggang Zhang, Guoliang Xue, Yong Xiao, Mehdi Bennis
2017 — conf
A Novel Caching Policy with Content Popularity Prediction and User Preference Learning in Fog-RAN.
GLOBECOM Workshops
Yanxiang Jiang, Miaoli Ma, Mehdi Bennis, Fuchun Zheng, Xiaohu You
2017 B conf
Adapting Downlink Power in Fronthaul-Constrained Hierarchical Software-Defined RANs.
WCNC
Xianfu Chen, Zhu Han, Zheng Chang, Guoliang Xue, Honggang Zhang, Mehdi Bennis
2017 B conf
An Oblivious Game-Theoretic Approach for Wireless Scheduling in V2V Communications.
GLOBECOM
Xianfu Chen, Celimuge Wu, Mehdi Bennis
2017 J jnl
An Online Optimization Framework for Distributed Fog Network Formation with Minimal Latency.
CoRR
Gilsoo Lee, Walid Saad, Mehdi Bennis
2017 J jnl
An Online Secretary Framework for Fog Network Formation with Minimal Latency.
CoRR
Gilsoo Lee, Walid Saad, Mehdi Bennis
2017 — conf
An online secretary framework for fog network formation with minimal latency.
ICC
Gilsoo Lee, Walid Saad, Mehdi Bennis
2017 J jnl
Beyond WYSIWYG: Sharing Contextual Sensing Data Through mmWave V2V Communications.
CoRR
Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao
2017 — conf
Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications.
EuCNC
Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao
2017 J jnl
Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks.
CoRR
Omid Semiari, Walid Saad, Mehdi Bennis
2017 J jnl
Communications and Control for Wireless Drone-Based Antenna Array.
CoRR
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2017 B conf
Contract-Based Cache Partitioning and Pricing Mechanism in Wireless Network Slicing.
GLOBECOM
Tra Huong Thi Le, Nguyen Hoang Tran, Phuong Luu Vo, Zhu Han, Mehdi Bennis, Choong Seon Hong
2017 B conf
Delay Analysis for Wireless D2D Caching with Inter-Cluster Cooperation.
GLOBECOM
Ramy Amer, M. Majid Butt, Mehdi Bennis, Nicola Marchetti
2017 J jnl
Delay Analysis for Wireless D2D Caching with Inter-cluster Cooperation.
CoRR
Ramy Amer, M. Majid Butt, Mehdi Bennis, Nicola Marchetti
2017 C conf
Delay-sensitive resource allocation for relay-aided M2M communication over LTE-advanced networks.
ISCC
Mohammad Reza Mardani, Salman Mohebi, Behrouz Maham, Mehdi Bennis
2017 J jnl
Dynamic Clustering and User Association in Wireless Small-Cell Networks With Social Considerations.
IEEE Trans. Veh. Technol.
Muhammad Ikram Ashraf, Mehdi Bennis, Walid Saad, Marcos D. Katz, Choong Seon Hong
2017 J jnl
Energy Efficient Non-Cooperative Power Control in Small Cell Networks.
CoRR
Yanxiang Jiang, Ningning Lu, Yan Chen, Mehdi Bennis, Fu-Chun Zheng, Xiqi Gao, Xiaohu You
2017 J jnl
Energy-Efficient Noncooperative Power Control in Small-Cell Networks.
IEEE Trans. Veh. Technol.
Yanxiang Jiang, Ningning Lu, Yan Chen, Fuchun Zheng, Mehdi Bennis, Xiqi Gao, Xiaohu You
2017 J jnl
Enhanced Co-Primary Spectrum Sharing Method for Multi-Operator Networks.
IEEE Trans. Mob. Comput.
Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Matti Latva-aho
2017 J jnl
Fronthaul-Aware Software-Defined Joint Resource Allocation and User Scheduling for 5G Networks.
CoRR
Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis
2017 J jnl
Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling.
CoRR
Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor
2017 J jnl
Guest Editorial Game Theory for Networks, Part I.
IEEE J. Sel. Areas Commun.
Luca Sanguinetti, Tansu Alpcan, Tamer Basar, Mehdi Bennis, Randall A. Berry, Jianwei Huang, Walid Saad
2017 J jnl
Guest Editorial Game Theory for Networks, Part II.
IEEE J. Sel. Areas Commun.
Luca Sanguinetti, Tansu Alpcan, Tamer Basar, Mehdi Bennis, Randall A. Berry, Jianwei Huang, Walid Saad
2017 J jnl
Heterogeneous Ultra-Dense Networks: Part 1.
IEEE Commun. Mag.
Haijun Zhang, Chunxiao Jiang, Mehdi Bennis, Mérouane Debbah, Zhu Han, Victor C. M. Leung
2017 J jnl
Inter-Operator Resource Management for Millimeter Wave Multi-Hop Backhaul Networks.
IEEE Trans. Wirel. Commun.
Omid Semiari, Walid Saad, Mehdi Bennis, Zaher Dawy
2017 J jnl
Inter-Operator Resource Management for Millimeter Wave, Multi-Hop Backhaul Networks.
CoRR
Omid Semiari, Walid Saad, Mehdi Bennis, Zaher Dawy
2017 J jnl
Joint Load Balancing and Interference Mitigation in 5G Heterogeneous Networks.
IEEE Trans. Wirel. Commun.
Trung Kien Vu, Mehdi Bennis, Sumudu Samarakoon, Mérouane Debbah, Matti Latva-aho
2017 J jnl
Joint Millimeter Wave and Microwave Resources Allocation in Cellular Networks With Dual-Mode Base Stations.
IEEE Trans. Wirel. Commun.
Omid Semiari, Walid Saad, Mehdi Bennis
2017 — conf
Latency and Reliability-Aware Task Offloading and Resource Allocation for Mobile Edge Computing.
GLOBECOM Workshops
Chen-Feng Liu, Mehdi Bennis, H. Vincent Poor
2017 J jnl
Latency and Reliability-Aware Task Offloading and Resource Allocation for Mobile Edge Computing.
CoRR
Chen-Feng Liu, Mehdi Bennis, H. Vincent Poor
2017 J jnl
Learning-Based Small Cell Traffic Balancing Over Licensed and Unlicensed Bands.
IEEE Wirel. Commun. Lett.
M. G. S. Sriyananda, Mehdi Bennis
2017 J jnl
Learning-based Caching in Cloud-Aided Wireless Networks.
CoRR
Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho, Choong Seong Hong
2017 J jnl
Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment.
IEEE J. Sel. Areas Commun.
Cristina Perfecto, Javier Del Ser, Mehdi Bennis
2017 J jnl
Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications.
CoRR
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2017 J jnl
Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications.
IEEE Trans. Wirel. Commun.
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2017 B conf
Mobility Management for Heterogeneous Networks: Leveraging Millimeter Wave for Seamless Handover.
GLOBECOM
Omid Semiari, Walid Saad, Mehdi Bennis, Behrouz Maham
2017 J jnl
Mobility Management for Heterogeneous Networks: Leveraging Millimeter Wave for Seamless Handover.
CoRR
Omid Semiari, Walid Saad, Mehdi Bennis, Behrouz Maham
2017 J jnl
Multi-Operator Spectrum Sharing for Small Cell Networks: A Matching Game Perspective.
IEEE Trans. Wirel. Commun.
Tachporn Sanguanpuak, Sudarshan Guruacharya, Nandana Rajatheva, Mehdi Bennis, Matti Latva-aho
2017 B conf
Network Formation Game for Multi-Hop Wearable Communications over Millimeter Wave Frequencies.
GLOBECOM
Qianqian Zhang, Walid Saad, Mehdi Bennis, Mérouane Debbah
2017 Misc conf
On the interplay between scheduling interval and beamwidth selection for low-latency and reliable V2V mmWave communications.
ICIN
Cristina Perfecto, Javier Del Ser, Mehdi Bennis
2017 J jnl
Online Ski Rental for ON/OFF Scheduling of Energy Harvesting Base Stations.
IEEE Trans. Wirel. Commun.
Gilsoo Lee, Walid Saad, Mehdi Bennis, Abolfazl Mehbodniya, Fumiyuki Adachi
2017 — conf
Online optimization for low-latency computational caching in Fog networks.
FWC
Gilsoo Lee, Walid Saad, Mehdi Bennis
2017 J jnl
Optimal Transport Theory for Cell Association in UAV-Enabled Cellular Networks.
CoRR
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2017 J jnl
Optimal Transport Theory for Cell Association in UAV-Enabled Cellular Networks.
IEEE Commun. Lett.
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2017 B conf
Performance Analysis of Integrated Sub-6 GHz-Millimeter Wave Wireless Local Area Networks.
GLOBECOM
Omid Semiari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2017 J jnl
Performance Analysis of Integrated Sub-6 GHz-Millimeter Wave Wireless Local Area Networks.
CoRR
Omid Semiari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2017 B conf
Performance Optimization for UAV-Enabled Wireless Communications under Flight Time Constraints.
GLOBECOM
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2017 — conf
Performance evaluation of adaptive beamforming in 5G-V2X networks.
EuCNC
Ilmari Maskulainen, Petri Luoto, Pekka Pirinen, Mehdi Bennis, Kari Horneman, Matti Latva-aho
2017 J jnl
Proactive Edge Computing in Latency-Constrained Fog Networks.
CoRR
Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad
2017 — conf
Proactive edge computing in latency-constrained fog networks.
EuCNC
Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad
2017 J jnl
Resource Optimization and Power Allocation in In-Band Full Duplex-Enabled Non-Orthogonal Multiple Access Networks.
IEEE J. Sel. Areas Commun.
Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
2017 J jnl
Resource Optimization and Power Allocation in In-band Full Duplex (IBFD)-Enabled Non-Orthogonal Multiple Access Networks.
CoRR
Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
2017 J jnl
Sum Secrecy Rate Maximization for Relay-Aided Multiple-Source Multiple-Destination Networks.
IEEE Trans. Veh. Technol.
Meng Zhang, Ming Ding, Lin Gui, Hanwen Luo, Mehdi Bennis
2017 — conf
System level analysis of multi-operator small cell network at 10 GHz.
EuCNC
Petri Luoto, Antti Roivainen, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Matti Latva-aho
2017 J jnl
Toward Interconnected Virtual Reality: Opportunities, Challenges, and Enablers.
IEEE Commun. Mag.
Ejder Bastug, Mehdi Bennis, Muriel Médard, Mérouane Debbah
2017 J jnl
Towards Low-Latency and Ultra-Reliable Vehicle-to-Vehicle Communication.
CoRR
Muhammad Ikram Ashraf, Chen-Feng Liu, Mehdi Bennis, Walid Saad
2017 — conf
Towards low-latency and ultra-reliable vehicle-to-vehicle communication.
EuCNC
Muhammad Ikram Ashraf, Chen-Feng Liu, Mehdi Bennis, Walid Saad
2017 J jnl
Ultra-Dense Edge Caching under Spatio-Temporal Demand and Network Dynamics.
CoRR
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2017 J jnl
Ultra-Reliable and Low Latency Communication in mmWave-Enabled Massive MIMO Networks.
CoRR
Trung Kien Vu, Chen-Feng Liu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho, Choong Seon Hong
2017 J jnl
Ultra-Reliable and Low Latency Communication in mmWave-Enabled Massive MIMO Networks.
IEEE Commun. Lett.
Trung Kien Vu, Chen-Feng Liu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho, Choong Seon Hong
2017 — conf
Ultra-dense edge caching under spatio-temporal demand and network dynamics.
ICC
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2017 — conf
Vehicle clustering for improving enhanced LTE-V2X network performance.
EuCNC
Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Kari Horneman, Matti Latva-aho
2017 J jnl
Wireless Communication Using Unmanned Aerial Vehicles (UAVs): Optimal Transport Theory for Hover Time Optimization.
IEEE Trans. Wirel. Commun.
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2017 J jnl
Wireless Communication using Unmanned Aerial Vehicles (UAVs): Optimal Transport Theory for Hover Time Optimization.
CoRR
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2016 J jnl
Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach.
CoRR
Cristina Perfecto, Javier Del Ser, Muhammad Ikram Ashraf, Miren Nekane Bilbao, Mehdi Bennis
2016 J jnl
Big Data Caching for Networking: Moving from Cloud to Edge.
CoRR
Engin Zeydan, Ejder Bastug, Mehdi Bennis, Manhal Abdel Kader, Alper Karatepe, Ahmet Salih Er, Mérouane Debbah
2016 J jnl
Big Data Meets Telcos: A Proactive Caching Perspective.
CoRR
Ejder Bastug, Mehdi Bennis, Engin Zeydan, Manhal Abdel Kader, Alper Karatepe, Ahmet Salih Er, Mérouane Debbah
2016 J jnl
Big data caching for networking: moving from cloud to edge.
IEEE Commun. Mag.
Engin Zeydan, Ejder Bastug, Mehdi Bennis, Manhal Abdel Kader, Ilyas Alper Karatepe, Ahmet Salih Er, Mérouane Debbah
2016 J jnl
CBRS Spectrum Sharing between LTE-U and WiFi: A Multiarmed Bandit Approach.
Mob. Inf. Syst.
Imtiaz Parvez, M. G. S. Sriyananda, Ismail Güvenç, Mehdi Bennis, Arif I. Sarwat
2016 J jnl
Caching in Wireless Small Cell Networks: A Storage-Bandwidth Tradeoff.
CoRR
Syed Tamoor-ul-Hassan, Mehdi Bennis, Pedro H. J. Nardelli, Matti Latva-aho
2016 J jnl
Caching in Wireless Small Cell Networks: A Storage-Bandwidth Tradeoff.
IEEE Commun. Lett.
Syed Tamoor-ul-Hassan, Mehdi Bennis, Pedro H. J. Nardelli, Matti Latva-aho
2016 J jnl
Context-Aware Scheduling of Joint Millimeter Wave and Microwave Resources for Dual-Mode Base Stations.
CoRR
Omid Semiari, Walid Saad, Mehdi Bennis
2016 — conf
Context-aware scheduling of joint millimeter wave and microwave resources for dual-mode base stations.
ICC
Omid Semiari, Walid Saad, Mehdi Bennis
2016 B conf
Downlink Cell Association and Load Balancing for Joint Millimeter Wave-Microwave Cellular Networks.
GLOBECOM
Omid Semiari, Walid Saad, Mehdi Bennis
2016 J jnl
Downlink Cell Association and Load Balancing for Joint Millimeter Wave-Microwave Cellular Networks.
CoRR
Omid Semiari, Walid Saad, Mehdi Bennis
2016 J jnl
Dynamic Clustering and Sleep Mode Strategies for Small Cell Networks.
CoRR
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
2016 J jnl
Dynamic Clustering and User Association in Wireless Small Cell Networks with Social Considerations.
CoRR
Muhammad Ikram Ashraf, Mehdi Bennis, Walid Saad, Marcos D. Katz, Choong Seong Hong
2016 J jnl
Dynamic Clustering and on/off Strategies for Wireless Small Cell Networks.
IEEE Trans. Wirel. Commun.
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
2016 — conf
Dynamic Proximity-Aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications.
GLOBECOM Workshops
Muhammad Ikram Ashraf, Mehdi Bennis, Cristina Perfecto, Walid Saad
2016 J jnl
Dynamic Proximity-aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications.
CoRR
Muhammad Ikram Ashraf, Mehdi Bennis, Cristina Perfecto, Walid Saad
2016 J jnl
Edge Caching for Coverage and Capacity-aided Heterogeneous Networks.
CoRR
Ejder Bastug, Mehdi Bennis, Marios Kountouris, Mérouane Debbah
2016 B conf
Edge caching for coverage and capacity-aided heterogeneous networks.
ISIT
Ejder Bastug, Mehdi Bennis, Marios Kountouris, Mérouane Debbah
2016 J jnl
Efficient Deployment of Multiple Unmanned Aerial Vehicles for Optimal Wireless Coverage.
CoRR
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2016 J jnl
Efficient Deployment of Multiple Unmanned Aerial Vehicles for Optimal Wireless Coverage.
IEEE Commun. Lett.
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2016 J jnl
Enabling Relaying Over Heterogeneous Backhauls in the Uplink of Wireless Femtocell Networks.
CoRR
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
2016 J jnl
Energy-Efficient Power Allocation in OFDMA D2D Communication by Multiobjective Optimization.
IEEE Wirel. Commun. Lett.
Mohammad Robat Mili, Peyman Tehrani, Mehdi Bennis
2016 J jnl
Energy-Efficient Resource Management in Ultra Dense Small Cell Networks: A Mean-Field Approach.
CoRR
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
2016 — conf
Enhancing software-defined RAN with collaborative caching and scalable video coding.
ICC
Ruozhou Yu, Shuang Qin, Mehdi Bennis, Xianfu Chen, Gang Feng, Zhu Han, Guoliang Xue
2016 J jnl
Exploring Social Networks for Optimized User Association in Wireless Small Cell Networks with Device-to-Device Communications.
CoRR
Muhammad Ikram Ashraf, Mehdi Bennis, Walid Saad, Marcos D. Katz
2016 — conf
Fronthaul-Aware Software-Defined Joint Resource Allocation and User Scheduling for 5G Networks.
GLOBECOM Workshops
Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis
2016 J jnl
Joint In-Band Backhauling and Interference Mitigation in 5G Heterogeneous Networks.
CoRR
Trung Kien Vu, Mehdi Bennis, Sumudu Samarakoon, Mérouane Debbah, Matti Latva-aho
2016 J jnl
Joint Load Balancing and Interference Mitigation in 5G Heterogeneous Networks.
CoRR
Trung Kien Vu, Mehdi Bennis, Sumudu Samarakoon, Mérouane Debbah, Matti Latva-aho
2016 J jnl
Joint Millimeter Wave and Microwave Resources Allocation in Cellular Networks with Dual-Mode Base Stations.
CoRR
Omid Semiari, Walid Saad, Mehdi Bennis
2016 J jnl
Joint Optimization for Optimal Power Allocation in OFDMA Femtocell Networks.
IEEE Commun. Lett.
Mohammad Robat Mili, Khairi Ashour Hamdi, Farokh Marvasti, Mehdi Bennis
2016 — conf
Joint admission control and content caching policy for energy harvesting access points.
ICC
Dusit Niyato, Dong In Kim, Ping Wang, Mehdi Bennis
2016 J jnl
Millimeter Wave V2V Communications: Distributed Association and Beam Alignment.
CoRR
Cristina Perfecto, Javier Del Ser, Mehdi Bennis
2016 B conf
Mobile Internet of Things: Can UAVs Provide an Energy-Efficient Mobile Architecture?
GLOBECOM
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2016 J jnl
Mobile Internet of Things: Can UAVs Provide an Energy-Efficient Mobile Architecture?
CoRR
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2016 J jnl
Multi-Operator Spectrum Sharing for Small Cell Networks : A Matching Game Perspective.
CoRR
Tachporn Sanguanpuak, Sudarshan Guruacharya, Nandana Rajatheva, Mehdi Bennis, Matti Latva-aho
2016 B conf
Multi-armed bandit for LTE-U and WiFi coexistence in unlicensed bands.
WCNC
M. G. S. Sriyananda, Imtiaz Parvez, Ismail Güvenç, Mehdi Bennis, Arif I. Sarwat
2016 — conf
Multi-operator spectrum sharing using matching game in small cells network.
ICC
Tachporn Sanguanpuak, Sudarshan Guruacharya, Nandana Rajatheva, Mehdi Bennis, Dusit Niyato, Matti Latva-aho
2016 J jnl
On the Delay of Geographical Caching Methods in Two-Tiered Heterogeneous Networks.
CoRR
Ejder Bastug, Marios Kountouris, Mehdi Bennis, Mérouane Debbah
2016 — conf
On the delay of geographical caching methods in two-tiered heterogeneous networks.
SPAWC
Ejder Bastug, Marios Kountouris, Mehdi Bennis, Mérouane Debbah
2016 — conf
Online Channel Allocation for Full-Duplex Device-to-Device Communications.
GLOBECOM Workshops
Gilsoo Lee, Walid Saad, Mehdi Bennis, Abolfazl Mehbodniya, Fumiyuki Adachi
2016 J jnl
Online Ski Rental for ON/OFF Scheduling of Energy Harvesting, Millimeter Wave Base Stations.
CoRR
Gilsoo Lee, Walid Saad, Mehdi Bennis, Abolfazl Mehbodniya, Fumiyuki Adachi
2016 — conf
Online ski rental for scheduling self-powered, energy harvesting small base stations.
ICC
Gilsoo Lee, Walid Saad, Mehdi Bennis, Abolfazl Mehbodniya, Fumiyuki Adachi
2016 J jnl
Opportunistic Sleep Mode Strategies in Wireless Small Cell Networks.
CoRR
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
2016 J jnl
Optimal Transport Theory for Power-Efficient Deployment of Unmanned Aerial Vehicles.
CoRR
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2016 — conf
Optimal transport theory for power-efficient deployment of unmanned aerial vehicles.
ICC
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2016 J jnl
Outage Probability and Capacity for Two-Tier Femtocell Networks by Approximating Ratio of Rayleigh and Log Normal Random Variables.
CoRR
Sumudu Samarakoon, Nandana Rajatheva, Mehdi Bennis, Matti Latva-aho
2016 B conf
Quantum Game Theory for Beam Alignment in Millimeter Wave Device-to-Device Communications.
GLOBECOM
Qianqian Zhang, Walid Saad, Mehdi Bennis, Mérouane Debbah
2016 J jnl
Quantum Game Theory for Beam Alignment in Millimeter Wave Device-to-Device Communications.
CoRR
Qianqian Zhang, Walid Saad, Mehdi Bennis, Mérouane Debbah
2016 B conf
Regret Based Learning for UAV Assisted LTE-U/WiFi Public Safety Networks.
GLOBECOM
Dasun Athukoralage, Ismail Güvenç, Walid Saad, Mehdi Bennis
2016 B conf
Spatio-Temporal Network Dynamics Framework for Energy-Efficient Ultra-Dense Cellular Networks.
GLOBECOM
Jihong Park, Seong-Lyun Kim, Mehdi Bennis, Mérouane Debbah
2016 J jnl
Spatio-Temporal Network Dynamics Framework for Energy-Efficient Ultra-Dense Cellular Networks.
CoRR
Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2016 J jnl
System Level Performance Evaluation of LTE-V2X Network.
CoRR
Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Kari Horneman, Matti Latva-aho
2016 J jnl
Towards Interconnected Virtual Reality: Opportunities, Challenges and Enablers.
CoRR
Ejder Bastug, Mehdi Bennis, Muriel Médard, Mérouane Debbah
2016 J jnl
UAV-Assisted Heterogeneous Networks for Capacity Enhancement.
CoRR
Vishal Sharma, Mehdi Bennis, Rajesh Kumar
2016 J jnl
UAV-Assisted Heterogeneous Networks for Capacity Enhancement.
IEEE Commun. Lett.
Vishal Sharma, Mehdi Bennis, Rajesh Kumar
2016 J jnl
Ultra Dense Small Cell Networks: Turning Density Into Energy Efficiency.
IEEE J. Sel. Areas Commun.
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
2016 J jnl
Ultra Dense Small Cell Networks: Turning Density into Energy Efficiency.
CoRR
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
2016 J jnl
Unmanned Aerial Vehicle With Underlaid Device-to-Device Communications: Performance and Tradeoffs.
IEEE Trans. Wirel. Commun.
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2016 B conf
User-Centric Mobility Management in Ultra-Dense Cellular Networks under Spatio-Temporal Dynamics.
GLOBECOM
Jihong Park, Sang Yeob Jung, Seong-Lyun Kim, Mehdi Bennis, Mérouane Debbah
2016 J jnl
User-Centric Mobility Management in Ultra-Dense Cellular Networks under Spatio-Temporal Dynamics.
CoRR
Jihong Park, Sang Yeob Jung, Seong-Lyun Kim, Mehdi Bennis, Mérouane Debbah
2016 J jnl
Wireless communications, networking, and positioning with unmanned aerial vehicles [Guest Editorial].
IEEE Commun. Mag.
Ismail Güvenç, Walid Saad, Mehdi Bennis, Christian Wietfeld, Ming Ding, Lee Pike
2015 — conf
5G Green Communications: C-RAN Provisioning of CoMP and Femtocells for Power Management.
ICUWB
Anwer Adel Al-Dulaimi, Alagan Anpalagan, Mehdi Bennis, Athanasios V. Vasilakos
2015 J jnl
A Transfer Learning Approach for Cache-Enabled Wireless Networks.
CoRR
Ejder Bastug, Mehdi Bennis, Mérouane Debbah
2015 B conf
A distributed ADMM approach for mobile data offloading in software defined network.
WCNC
Lanchao Liu, Xianfu Chen, Mehdi Bennis, Guoliang Xue, Zhu Han
2015 B conf
A transfer learning approach for cache-enabled wireless networks.
WiOpt
Ejder Bastug, Mehdi Bennis, Mérouane Debbah
2015 J jnl
Adaptive CSI and feedback estimation in LTE and beyond: a Gaussian process regression approach.
EURASIP J. Wirel. Commun. Netw.
Alessandro Chiumento, Mehdi Bennis, Claude Desset, Liesbet Van der Perre, Sofie Pollin
2015 J jnl
Big data meets telcos: A proactive caching perspective.
J. Commun. Networks
Ejder Bastug, Mehdi Bennis, Engin Zeydan, Manhal Abdel Kader, Ilyas Alper Karatepe, Ahmet Salih Er, Mérouane Debbah
2015 J jnl
Cache-enabled small cell networks: modeling and tradeoffs.
EURASIP J. Wirel. Commun. Netw.
Ejder Bastug, Mehdi Bennis, Marios Kountouris, Mérouane Debbah
2015 J jnl
Co-Primary Multi-Operator Resource Sharing for Small Cell Networks.
CoRR
Petri Luoto, Pekka Pirinen, Mehdi Bennis, Sumudu Samarakoon, Simon Scott, Matti Latva-aho
2015 J jnl
Co-Primary Multi-Operator Resource Sharing for Small Cell Networks.
IEEE Trans. Wirel. Commun.
Petri Luoto, Pekka Pirinen, Mehdi Bennis, Sumudu Samarakoon, Simon Scott, Matti Latva-aho
2015 J jnl
Context-Aware Mobility Management in HetNets: A Reinforcement Learning Approach.
CoRR
Meryem Simsek, Mehdi Bennis, Ismail Güvenç
2015 J jnl
Context-Aware Small Cell Networks: How Social Metrics Improve Wireless Resource Allocation.
CoRR
Omid Semiari, Walid Saad, Stefan Valentin, Mehdi Bennis, H. Vincent Poor
2015 J jnl
Context-Aware Small Cell Networks: How Social Metrics Improve Wireless Resource Allocation.
IEEE Trans. Wirel. Commun.
Omid Semiari, Walid Saad, Stefan Valentin, Mehdi Bennis, H. Vincent Poor
2015 B conf
Context-aware mobility management in HetNets: A reinforcement learning approach.
WCNC
Meryem Simsek, Mehdi Bennis, Ismail Güvenç
2015 — book
Design and Deployment of Small Cell Networks
Alagan Anpalagan, Mehdi Bennis, Rath Vannithamby
2015 B conf
Drone Small Cells in the Clouds: Design, Deployment and Performance Analysis.
GLOBECOM
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2015 J jnl
Drone Small Cells in the Clouds: Design, Deployment and Performance Analysis.
CoRR
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2015 J jnl
Dynamic Clustering and ON/OFF Strategies for Wireless Small Cell Networks.
CoRR
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
2015 B conf
Energy-Efficient Resource Management in Ultra Dense Small Cell Networks: A Mean-Field Approach.
GLOBECOM
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
2015 — conf
Foresighted resource scheduling in software-defined radio access networks.
GlobalSIP
Xianfu Chen, Zhu Han, Honggang Zhang, Mehdi Bennis, Tao Chen
2015 J jnl
Full duplex communications [Guest Editorial].
IEEE Commun. Mag.
Geoffrey Ye Li, Mehdi Bennis, Guanding Yu
2015 — conf
Gaussian Process Regression for CSI and feedback estimation in LTE.
ICC Workshops
Alessandro Chiumento, Mehdi Bennis, Claude Desset, André Bourdoux, Liesbet Van der Perre, Sofie Pollin
2015 — conf
Gibbs Sampling based Spectrum Sharing for Multi-Operator Small Cell Networks.
ICC Workshops
Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Matti Latva-aho
2015 J jnl
Guest Editorial Recent Advances in Heterogeneous Cellular Networks, Part II.
IEEE J. Sel. Areas Commun.
David López-Pérez, Mehdi Bennis, Ismail Güvenç, Ming Ding, Dusit Niyato, Preben E. Mogensen
2015 J jnl
Guest Editorial: Recent Advances in Heterogeneous Cellular Networks, Part I.
IEEE J. Sel. Areas Commun.
David López-Pérez, Mehdi Bennis, Ismail Güvenç, Ming Ding, Dusit Niyato, Preben E. Mogensen
2015 J jnl
Learning Based Frequency- and Time-Domain Inter-Cell Interference Coordination in HetNets.
IEEE Trans. Veh. Technol.
Meryem Simsek, Mehdi Bennis, Ismail Güvenç
2015 — conf
Leveraging Big Data Analytics for Cache-Enabled Wireless Networks.
GLOBECOM Workshops
Manhal Abdel Kader, Ejder Bastug, Mehdi Bennis, Engin Zeydan, Ilyas Alper Karatepe, Ahmet Salih Er, Mérouane Debbah
2015 — conf
Match to cache: Joint user association and backhaul allocation in cache-aware small cell networks.
ICC
Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah
2015 J jnl
Matching Theory for Backhaul Management in Small Cell Networks with mmWave Capabilities.
CoRR
Omid Semiari, Walid Saad, Zaher Dawy, Mehdi Bennis
2015 — conf
Matching theory for backhaul management in small cell networks with mmWave capabilities.
ICC
Omid Semiari, Walid Saad, Zaher Dawy, Mehdi Bennis
2015 J jnl
Matching theory for future wireless networks: fundamentals and applications.
IEEE Commun. Mag.
Yunan Gu, Walid Saad, Mehdi Bennis, Mérouane Debbah, Zhu Han
2015 J jnl
Mobility management in HetNets: a learning-based perspective.
EURASIP J. Wirel. Commun. Netw.
Meryem Simsek, Mehdi Bennis, Ismail Güvenç
2015 J jnl
Modeling and Analysis of Content Caching in Wireless Small Cell Networks.
CoRR
Syed Tamoor-ul-Hassan, Mehdi Bennis, Pedro Henrique Juliano Nardelli, Matti Latva-aho
2015 — conf
Modeling and analysis of content caching in wireless small cell networks.
ISWCS
Syed Tamoor-ul-Hassan, Mehdi Bennis, Pedro H. J. Nardelli, Matti Latva-aho
2015 B conf
Power Consumption Modeling for CoMP Overlaid Neighborhood Femtocell Networks.
GLOBECOM
Anwer Adel Al-Dulaimi, Alagan Anpalagan, Mehdi Bennis
2015 J jnl
Special issue on big data networking-challenges and applications.
J. Commun. Networks
Zhu Han, Mehdi Bennis, Dan Wang, Taekyoung Kwon, Shuguang Cui
2015 — ch.
Time- and frequency-domain e-ICIC with single- and multi-flow carrier aggregation in HetNets.
Design and Deployment of Small Cell Networks
Meryem Simsek, Mehdi Bennis, Ismail Güvenç
2015 — conf
UL/DL decoupled user association in dynamic TDD small cell networks.
ISWCS
Mohammed Saad ElBamby, Mehdi Bennis, Matti Latva-aho
2015 J jnl
Unmanned Aerial Vehicle with Underlaid Device-to-Device Communications: Performance and Tradeoffs.
CoRR
Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah
2014 B conf
Cache-aware user association in backhaul-constrained small cell networks.
WiOpt
Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah
2014 J jnl
Cache-enabled Small Cell Networks: Modeling and Tradeoffs.
CoRR
Ejder Bastug, Mehdi Bennis, Mérouane Debbah
2014 — conf
Cache-enabled small cell networks: Modeling and tradeoffs.
ISWCS
Ejder Bastug, Mehdi Bennis, Mérouane Debbah
2014 J jnl
Content-Aware User Clustering and Caching in Wireless Small Cell Networks.
CoRR
Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Matti Latva-aho
2014 — conf
Content-aware user clustering and caching in wireless small cell networks.
ISWCS
Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Matti Latva-aho
2014 J jnl
Dynamic Uplink-Downlink Optimization in TDD-based Small Cell Networks.
CoRR
Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Matti Latva-aho
2014 — conf
Dynamic clustering and sleep mode strategies for small cell networks.
ISWCS
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
2014 — conf
Dynamic uplink-downlink optimization in TDD-based small cell networks.
ISWCS
Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Matti Latva-aho
2014 — conf
Exploring social networks for optimized user association in wireless small cell networks with device-to-device communications.
WCNC Workshops
Muhammad Ikram Ashraf, Mehdi Bennis, Walid Saad, Marcos D. Katz
2014 J jnl
Improving Macrocell-Small Cell Coexistence Through Adaptive Interference Draining.
IEEE Trans. Wirel. Commun.
Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
2014 — conf
In-Network Caching and Content Placement in Cooperative Small Cell Networks.
5GU
Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah
2014 J jnl
Learning Based Frequency- and Time-Domain Inter-Cell Interference Coordination in HetNets.
CoRR
Meryem Simsek, Mehdi Bennis, Ismail Güvenç
2014 J jnl
Living on the Edge: The Role of Proactive Caching in 5G Wireless Networks.
CoRR
Ejder Bastug, Mehdi Bennis, Mérouane Debbah
2014 J jnl
Living on the edge: The role of proactive caching in 5G wireless networks.
IEEE Commun. Mag.
Ejder Bastug, Mehdi Bennis, Mérouane Debbah
2014 J jnl
Matching Theory for Future Wireless Networks: Fundamentals and Applications.
CoRR
Yunan Gu, Walid Saad, Mehdi Bennis, Mérouane Debbah, Zhu Han
2014 Misc conf
Matching theory for priority-based cell association in the downlink of wireless small cell networks.
ICASSP
Omid Semiari, Walid Saad, Stefan Valentin, Mehdi Bennis, Behrouz Maham
2014 J jnl
Matching theory for priority-based cell association in the downlink of wireless small cell networks.
CoRR
Omid Semiari, Walid Saad, Stefan Valentin, Mehdi Bennis, Behrouz Maham
2014 — conf
Modeling and analysis of handover failure probability in small cell networks.
INFOCOM Workshops
Carlos H. M. de Lima, Mehdi Bennis, Matti Latva-aho
2014 B conf
Multi-leader multi-follower stackelberg game among Wi-Fi, small cell and macrocell networks.
GLOBECOM
Huaqing Zhang, Mehdi Bennis, Luiz A. DaSilva, Zhu Han
2014 — conf
Opportunistic sleep mode strategies in wireless small cell networks.
ICC
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
2014 — conf
Social and spatial proactive caching for mobile data offloading.
ICC Workshops
Ejder Bastug, Mehdi Bennis, Mérouane Debbah
2013 J jnl
Backhaul-Aware Interference Management in the Uplink of Wireless Small Cell Networks.
CoRR
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
2013 J jnl
Backhaul-Aware Interference Management in the Uplink of Wireless Small Cell Networks.
IEEE Trans. Wirel. Commun.
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
2013 — conf
Backhaul-aware self-organizing operator-shared small cell networks.
ICC
Pol Blasco, Mehdi Bennis, Mischa Dohler
2013 J jnl
Coordinated TDD-Underlay for Self-organizing Femtocells in Two-Tier Coexistence Scenarios.
EURASIP J. Wirel. Commun. Netw.
Carlos H. M. de Lima, Mehdi Bennis, Matti Latva-aho
2013 J jnl
Dynamic Coalition Formation for Network MIMO in Small Cell Networks.
IEEE Trans. Wirel. Commun.
Sudarshan Guruacharya, Dusit Niyato, Mehdi Bennis, Dong In Kim
2013 — conf
Enhanced intercell interference coordination in HetNets: Single vs. multiflow approach.
GLOBECOM Workshops
Meryem Simsek, Mehdi Bennis, Ismail Güvenç
2013 J jnl
Interference Alignment for Cooperative Femtocell Networks: A Game-Theoretic Approach.
IEEE Trans. Mob. Comput.
Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
2013 J jnl
Matching with Externalities for Context-Aware User-Cell Association in Small Cell Networks.
CoRR
Francesco Pantisano, Mehdi Bennis, Walid Saad, Stefan Valentin, Mérouane Debbah
2013 — conf
Outage Probability and Capacity for Two-Tier Femtocell Networks by Approximating Ratio of Rayleigh and Log Normal Random Variables.
VTC Spring
Sumudu Samarakoon, Nandana Rajatheva, Mehdi Bennis, Matti Latva-aho
2013 Misc conf
Proactive user association in wireless small cell networks via collaborative filtering.
ACSSC
Francesco Pantisano, Mehdi Bennis, Walid Saad, Stefan Valentin, Mérouane Debbah, Alessio Zappone
2013 — conf
Rethinking offload: How to intelligently combine WiFi and small cells?
ICC
Meryem Simsek, Mehdi Bennis, Mérouane Debbah, Andreas Czylwik
2013 J jnl
Self-Organization in Small Cell Networks: A Reinforcement Learning Approach.
IEEE Trans. Wirel. Commun.
Mehdi Bennis, Samir Medina Perlaza, Pol Blasco, Zhu Han, H. Vincent Poor
2013 J jnl
Statistical Analysis of Self-Organizing Networks With Biased Cell Association and Interference Avoidance.
IEEE Trans. Veh. Technol.
Carlos H. M. de Lima, Mehdi Bennis, Matti Latva-aho
2013 J jnl
Statistical Analysis of Self-Organizing Networks with Biased Cell Association and Interference Avoidance
CoRR
Carlos H. M. de Lima, Mehdi Bennis, Matti Latva-aho
2013 J jnl
When Cellular Meets WiFi in Wireless Small Cell Networks
CoRR
Mehdi Bennis, Meryem Simsek, Walid Saad, Stefan Valentin, Mérouane Debbah, Andreas Czylwik
2013 J jnl
When cellular meets WiFi in wireless small cell networks.
IEEE Commun. Mag.
Mehdi Bennis, Meryem Simsek, Andreas Czylwik, Walid Saad, Stefan Valentin, Mérouane Debbah
2012 — conf
Coordinated beam selection in LTE-Advanced HetNets: A reinforcement learning approach.
GLOBECOM Workshops
Meryem Simsek, Mehdi Bennis, Andreas Czylwik
2012 J jnl
Coordination Mechanisms for Self-Organizing Femtocells in Two-Tier Coexistence Scenarios.
IEEE Trans. Wirel. Commun.
Carlos H. M. de Lima, Mehdi Bennis, Matti Latva-aho
2012 B conf
Dynamic Inter-Cell Interference Coordination in HetNets: A reinforcement learning approach.
GLOBECOM
Meryem Simsek, Mehdi Bennis, Andreas Czylwik
2012 — conf
Enabling macrocell-femtocell coexistence through interference draining.
WCNC Workshops
Francesco Pantisano, Mehdi Bennis, Walid Saad, Matti Latva-aho, Roberto Verdone
2012 B conf
Enabling relaying over heterogeneous backhauls in the uplink of femtocell networks.
WiOpt
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
2012 J jnl
Enhanced performance of heterogeneous networks through full-duplex relaying.
EURASIP J. Wirel. Commun. Netw.
Hirley Alves, Mehdi Bennis, Richard Demo Souza, Matti Latva-aho
2012 J jnl
Improving Macrocell - Small Cell Coexistence through Adaptive Interference Draining
CoRR
Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
2012 — conf
Learning coarse correlated equilibria in two-tier wireless networks.
ICC
Mehdi Bennis, Samir Medina Perlaza, Mérouane Debbah
2012 B conf
On Interference Management Techniques in LTE Heterogeneous Networks.
ICCCN
Meryem Simsek, Andreas Czylwik, Mehdi Bennis
2012 — conf
On the dynamic formation of cooperative multipoint transmissions in small cell networks.
GLOBECOM Workshops
Francesco Pantisano, Mehdi Bennis, Walid Saad, Roberto Verdone, Matti Latva-aho
2012 — conf
On the fly self-organized base station placement.
ISWCS
Hirley Alves, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
2012 — conf
On the impact of heterogeneous backhauls on coordinated multipoint transmission in femtocell networks.
ICC
Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
2012 B conf
Performance analysis of full duplex and selective and incremental half duplex relaying schemes.
WCNC
Hirley Alves, Gustavo Fraidenraich, Richard Demo Souza, Mehdi Bennis, Matti Latva-aho
2012 J jnl
Performance of Transmit Antenna Selection Physical Layer Security Schemes.
IEEE Signal Process. Lett.
Hirley Alves, Richard Demo Souza, Mérouane Debbah, Mehdi Bennis
2012 J jnl
Spectrum Leasing as an Incentive Towards Uplink Macrocell and Femtocell Cooperation.
IEEE J. Sel. Areas Commun.
Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah
2012 — conf
Use of learning, game theory and optimization as biomimetic approaches for Self-Organization in macro-femtocell coexistence.
WCNC Workshops
Ali Imran, Mehdi Bennis, Lorenza Giupponi
2011 B conf
Coalition formation games for femtocell interference management: A recursive core approach.
WCNC
Francesco Pantisano, Mehdi Bennis, Walid Saad, Roberto Verdone, Matti Latva-aho
2011 B conf
Cooperative Interference Alignment in Femtocell Networks.
GLOBECOM
Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah
2011 B conf
Coordination Mechanisms for Stand-Alone Femtocells in Self-Organizing Deployments.
GLOBECOM
Carlos H. M. de Lima, Mehdi Bennis, Matti Latva-aho
2011 — conf
Decentralized Cross-Tier Interference Mitigation in Cognitive Femtocell Networks.
ICC
Mehdi Bennis, Samir Medina Perlaza
2011 B conf
Distributed Learning Strategies for Interference Mitigation in Femtocell Networks.
GLOBECOM
Mehdi Bennis, Sudarshan Guruacharya, Dusit Niyato
2011 — conf
Interference Management in Femtocell Networks Using Distributed Opportunistic Cooperation.
VTC Spring
Francesco Pantisano, Mehdi Bennis, Roberto Verdone, Matti Latva-aho
2011 — conf
Securing the backhaul for mobile and multi-homed femtocells.
Future Network & Mobile Summit
Suneth Namal, Andrei V. Gurtov, Mehdi Bennis
2011 J jnl
Spectrum Leasing as an Incentive towards Uplink Macrocell and Femtocell Cooperation
CoRR
Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah
2009 B conf
A Hierarchical Game Approach to Inter-Operator Spectrum Sharing.
GLOBECOM
Mehdi Bennis, Mérouane Debbah, Samson Lasaulce, Alagan Anpalagan
2009 J jnl
Advanced Spectrum Functionalities for Future Radio Networks.
Wirel. Pers. Commun.
Mehdi Bennis, Jean-Philippe Kermoal, Pekka Ojanen, Juan Lara Ambel, Saied Abedi, Rémy Pintenet, Shyamalie Thilakawardana, Rahim Tafazolli
2009 J jnl
Inter-Operator Spectrum Sharing from a Game Theoretical Perspective.
EURASIP J. Adv. Signal Process.
Mehdi Bennis, Samson Lasaulce, Mérouane Debbah
2009 J jnl
Performance evaluation of advanced spectrum functionalities for future radio networks.
Wirel. Commun. Mob. Comput.
Mehdi Bennis, Carl Wijting, Saied Abedi, Shyamalie Thilakawardana, Rahim Tafazolli
2009 — conf
Spectrum sharing games on the interference channel.
GAMENETS
Mehdi Bennis, Maël Le Treust, Samson Lasaulce, Mérouane Debbah, Jorma Lilleberg
2009 — conf
WINNER Spectrum Sharing with Fixed Satellite Services.
VTC Spring
Mehdi Bennis, Carl Wijting, Juan Lara Ambel, Roufi Yahi, Saied Abedi, Shyamalie Thilakawardana
2008 J jnl
Efficient Resource Allocation and Paving the Way Towards Highly Efficient IMT-Advanced Systems.
Wirel. Pers. Commun.
Mehdi Bennis, Gareth Middleton, Jorma Lilleberg
2008 B conf
Non-cooperative operators in a game-theoretic framework.
PIMRC
Mehdi Bennis, Juan Lara Ambel, Antti Tölli
2008 — conf
Opportunistic power allocation for point-to-point communication in self-organized networks.
ACSCC
Mehdi Bennis, Mérouane Debbah, Jorma Lilleberg
2007 — conf
Inter Base Station Resource Sharing and Improving the Overall Efficiency of B3G Systems.
VTC Fall
Mehdi Bennis, Jorma Lilleberg
2007 Misc conf
Inter-Network Resource Sharing and Improving the Efficiency of Beyond 3G Systems.
CISS
Mehdi Bennis, Jorma Lilleberg
2007 B conf
Performance of MIMO Schemes with Channel Estimation Errors.
PIMRC
Mehdi Bennis, Ebrahim Karami, Jorma Lilleberg