Ramin Khalili - RankMe

91 papers A* 10A 5B 13C 1Misc 1Journal 45Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning. CoRR Marvin Illian, Ramin Khalili, Antonio A. de A. Rocha, Lin Wang
2026	J	`jnl`	GreenFLag: A Green Agentic Approach for Energy-Efficient Federated Learning. CoRR Theodora Panagea, Nikolaos Koursioumpas, Lina Magoula, Ramin Khalili
2026	J	`jnl`	Split Federated Learning Architectures for High-Accuracy and Low-Delay Model Training. CoRR Yiannis Papageorgiou, Yannis Thomas, Ramin Khalili, Iordanis Koutsopoulos
2025	J	`jnl`	Accelerated Training on Low-Power Edge Devices. CoRR Mohamed Aboelenien Ahmed, Kilian Pfeiffer, Heba Khdr, Osama Abboud, Ramin Khalili, Jörg Henkel
2025	J	`jnl`	Accelerated Training on Low-Power Edge Devices. Trans. Mach. Learn. Res. Mohamed Aboelenien Ahmed, Kilian Pfeiffer, Osama Abboud, Ramin Khalili, Heba Khdr, Jörg Henkel
2025	—	`conf`	Carbon-Aware Quality Adaptation for Energy-Intensive Services. e-Energy Philipp Wiesner, Dennis Grinwald, Philipp Weiß, Patrick Wilhelm, Ramin Khalili, Odej Kao
2025	—	`conf`	Collaborative Split Federated Learning with Parallel Training and Aggregation. AIAI (2) Yiannis Papageorgiou, Yannis Thomas, Alexios Filippakopoulos, Ramin Khalili, Iordanis Koutsopoulos
2025	J	`jnl`	Collaborative Split Federated Learning with Parallel Training and Aggregation. CoRR Yiannis Papageorgiou, Yannis Thomas, Alexios Filippakopoulos, Ramin Khalili, Iordanis Koutsopoulos
2025	J	`jnl`	DISTINQT: A Distributed Privacy Aware Learning Framework for QoS Prediction for Future Mobile and Wireless Networks. IEEE Trans. Veh. Technol. Nikolaos Koursioumpas, Lina Magoula, Ioannis Stavrakakis, Nancy Alonistioti, Miguel Angel Gutierrez-Estevez, Ramin Khalili
2025	J	`jnl`	Efficient Zero-Order Federated Finetuning of Language Models for Resource-Constrained Devices. CoRR Mohamed Aboelenien Ahmed, Kilian Pfeiffer, Ramin Khalili, Heba Khdr, Jörg Henkel
2025	B	`conf`	Large Language Model Partitioning for Low-Latency Inference at the Edge. WiOpt Dimitrios Kafetzis, Ramin Khalili, Iordanis Koutsopoulos
2025	J	`jnl`	Large Language Model Partitioning for Low-Latency Inference at the Edge. CoRR Dimitrios Kafetzis, Ramin Khalili, Iordanis Koutsopoulos
2025	J	`jnl`	Mean-Field RL for Large-Scale Unit-Capacity Pickup-and-Delivery Problems. Trans. Mach. Learn. Res. Kai Cui, Sharif Azem, Christian Fabian, Kirill Kuroptev, Ramin Khalili, Osama Abboud, Florian Steinke, Heinz Koeppl
2024	J	`jnl`	A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks. IEEE Trans. Green Commun. Netw. Nikolaos Koursioumpas, Lina Magoula, Nikolaos Petropouleas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nancy Alonistioti, Miguel Angel Gutierrez-Estevez, Ramin Khalili
2024	J	`jnl`	DISTINQT: A Distributed Privacy Aware Learning Framework for QoS Prediction for Future Mobile and Wireless Networks. CoRR Nikolaos Koursioumpas, Lina Magoula, Ioannis Stavrakakis, Nancy Alonistioti, Miguel Angel Gutierrez-Estevez, Ramin Khalili
2024	J	`jnl`	Efficient Federated Finetuning of Tiny Transformers with Resource-Constrained Devices. CoRR Kilian Pfeiffer, Mohamed Aboelenien Ahmed, Ramin Khalili, Jörg Henkel
2024	—	`conf`	FedZero: Leveraging Renewable Excess Energy in Federated Learning. e-Energy Philipp Wiesner, Ramin Khalili, Dennis Grinwald, Pratik Agrawal, Lauritz Thamsen, Odej Kao
2024	J	`jnl`	Multi-Agent Deep Reinforcement Learning for Coordinated Multipoint in Mobile Networks. IEEE Trans. Netw. Serv. Manag. Stefan Schneider, Holger Karl, Ramin Khalili, Artur Hecker
2024	J	`jnl`	Multi-Objective Optimization Using Adaptive Distributed Reinforcement Learning. CoRR Jing Tan, Ramin Khalili, Holger Karl
2024	J	`jnl`	Multi-Objective Optimization Using Adaptive Distributed Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. Jing Tan, Ramin Khalili, Holger Karl
2024	J	`jnl`	Quality Time: Carbon-Aware Quality Adaptation for Energy-Intensive Services. CoRR Philipp Wiesner, Dennis Grinwald, Philipp Weiß, Patrick Wilhelm, Ramin Khalili, Odej Kao
2024	A*	`conf`	Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES. INFOCOM Marcel Blöcher, Nils Nedderhut, Pavel Chuprikov, Ramin Khalili, Patrick Eugster, Lin Wang
2023	J	`jnl`	A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks. CoRR Nikolaos Koursioumpas, Lina Magoula, Nikolaos Petropouleas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nancy Alonistioti, Miguel Angel Gutierrez-Estevez, Ramin Khalili
2023	B	`conf`	A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks. PIMRC Lina Magoula, Nikolaos Koursioumpas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nikolaos Petropouleas, Miguel Angel Gutierrez-Estevez, Ramin Khalili
2023	J	`jnl`	A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks. CoRR Lina Magoula, Nikolaos Koursioumpas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nikolaos Petropouleas, Miguel Angel Gutierrez-Estevez, Ramin Khalili
2023	A*	`conf`	Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices. NeurIPS Kilian Pfeiffer, Ramin Khalili, Jörg Henkel
2023	J	`jnl`	Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices. CoRR Kilian Pfeiffer, Ramin Khalili, Jörg Henkel
2023	J	`jnl`	CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization. Trans. Mach. Learn. Res. Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
2023	J	`jnl`	FedZero: Leveraging Renewable Excess Energy in Federated Learning. CoRR Philipp Wiesner, Ramin Khalili, Dennis Grinwald, Pratik Agrawal, Lauritz Thamsen, Odej Kao
2023	J	`jnl`	Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey. ACM Comput. Surv. Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
2023	J	`jnl`	Federated Learning for Computationally-Constrained Heterogeneous Devices: A Survey. CoRR Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
2023	J	`jnl`	Machine Learning for Computer Systems and Networking: A Survey. ACM Comput. Surv. Marios Evangelos Kanakis, Ramin Khalili, Lin Wang
2023	J	`jnl`	Soft-Switching Bridgeless Buck PFC With Low THD. IEEE Trans. Ind. Electron. Ramin Khalili, Ehsan Adib
2022	B	`conf`	A Deep Learning Approach for Distributed QoS Prediction in Beyond 5G Networks. PIMRC Lina Magoula, Nikolaos Koursioumpas, Sokratis Barmpounakis, Panagiotis Kontopoulos, Miguel Angel Gutierrez-Estevez, Ramin Khalili, Apostolos Kousaridas
2022	B	`conf`	CArDS: Dealing a New Hand in Reducing Service Request Completion Times. IFIP Networking Karima Saif Khandaker, Dirk Trossen, Ramin Khalili, Zoran Despotovic, Artur Hecker, Georg Carle
2022	J	`jnl`	CoCo-FL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization. CoRR Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
2022	A*	`conf`	DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems. AAAI Martin Rapp, Ramin Khalili, Kilian Pfeiffer, Jörg Henkel
2022	J	`jnl`	Learning to Bid Long-Term: Multi-Agent Reinforcement Learning with Long-Term and Sparse Reward in Repeated Auction Games. CoRR Jing Tan, Ramin Khalili, Holger Karl
2022	A*	`conf`	Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions. INFOCOM Jing Tan, Ramin Khalili, Holger Karl, Artur Hecker
2022	J	`jnl`	Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions. CoRR Jing Tan, Ramin Khalili, Holger Karl, Artur Hecker
2022	J	`jnl`	Multi-Agent Reinforcement Learning for Long-Term Network Resource Allocation through Auction: a V2X Application. CoRR Jing Tan, Ramin Khalili, Holger Karl, Artur Hecker
2022	J	`jnl`	Multi-agent reinforcement learning for long-term network resource allocation through auction: A V2X application. Comput. Commun. Jing Tan, Ramin Khalili, Holger Karl, Artur Hecker
2022	J	`jnl`	Scheduling Out-of-Coverage Vehicular Communications Using Reinforcement Learning. CoRR Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz
2022	J	`jnl`	Scheduling Out-of-Coverage Vehicular Communications Using Reinforcement Learning. IEEE Trans. Veh. Technol. Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz
2022	B	`conf`	mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. NOMS Stefan Schneider, Stefan Werner, Ramin Khalili, Artur Hecker, Holger Karl
2021	J	`jnl`	DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems. CoRR Martin Rapp, Ramin Khalili, Kilian Pfeiffer, Jörg Henkel
2021	—	`conf`	LSTM-based QoS prediction for 5G-enabled Connected and Automated Mobility applications. 5GWF Sokratis Barmpounakis, Lina Magoula, Nikolaos Koursioumpas, Ramin Khalili, José Mauricio Perdomo, Ramya Panthangi Manjunath
2021	J	`jnl`	Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. Stefan Schneider, Ramin Khalili, Adnan Manzoor, Haydar Qarawlus, Rafael Schellenberg, Holger Karl, Artur Hecker
2021	—	`conf`	iVRLS: In-coverage Vehicular Reinforcement Learning Scheduler. VTC Spring Taylan Sahin, Mate Boban, Ramin Khalili, Adam Wolisz
2020	J	`jnl`	Distributed Learning on Heterogeneous Resource-Constrained Devices. CoRR Martin Rapp, Ramin Khalili, Jörg Henkel
2020	A*	`conf`	Letting off STEAM: Distributed Runtime Traffic Scheduling for Service Function Chaining. INFOCOM Marcel Blöcher, Ramin Khalili, Lin Wang, Patrick Eugster
2020	B	`conf`	Self-Driving Network and Service Coordination Using Deep Reinforcement Learning. CNSM Stefan Schneider, Adnan Manzoor, Haydar Qarawlus, Rafael Schellenberg, Holger Karl, Ramin Khalili, Artur Hecker
2019	Misc	`conf`	A Hybrid Sensing and Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications. ACSSC Taylan Sahin, Mate Boban, Ramin Khalili, Adam Wolisz
2019	J	`jnl`	Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications Outside Coverage. CoRR Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz
2019	—	`conf`	VRLS: A Unified Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications. CAVS Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz
2019	J	`jnl`	VRLS: A Unified Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications. CoRR Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz
2018	—	`conf`	Autonomous Edge Resource Organization with Smallcell Integration in 5G. ICC Workshops Ahsan Malik, Xun Xiao, Ramin Khalili, Mayutan Arumaithurai, Xiaoming Fu, Zoran Despotovic, Artur Hecker
2018	J	`jnl`	Flow Setup Latency in SDN Networks. IEEE J. Sel. Areas Commun. Ramin Khalili, Zoran Despotovic, Artur Hecker
2018	—	`conf`	Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications Outside Coverage. VNC Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz
2018	—	`conf`	Towards Careless Wireless Mobile Networks. GLOBECOM Workshops Ahsan Malik, Xun Xiao, Ramin Khalili, Artur Hecker
2017	—	`conf`	Performance comparison of node-redundant multicast distribution trees in SDN networks. NetSys Miroslav Popovic, Ramin Khalili, Jean-Yves Le Boudec
2017	—	`conf`	SDN on ACIDs. CAN@CoNEXT Maja Curic, Georg Carle, Zoran Despotovic, Ramin Khalili, Artur Hecker
2016	B	`conf`	Dispatching PACKET_INs to the right SDN control application via context interpretation in Mobile Core Networks. NOMS Clarissa Cassales Marquezan, Xueli An, Zoran Despotovic, Ramin Khalili, Artur Hecker
2016	C	`conf`	Identifying latency factors in SDN-based Mobile Core Networks. ISCC Clarissa Cassales Marquezan, Xueli An, Zoran Despotovic, Ramin Khalili, Artur Hecker
2016	J	`jnl`	MSPlayer: Multi-Source and Multi-Path Video Streaming. IEEE J. Sel. Areas Commun. Yung-Chih Chen, Don Towsley, Ramin Khalili
2016	B	`conf`	Reducing State of OpenFlow Switches in Mobile Core Networks by Flow Rule Aggregation. ICCCN Ramin Khalili, Wint Yi Poe, Zoran Despotovic, Artur Hecker
2016	B	`conf`	Understanding processing latency of SDN based mobility management in mobile core networks. PIMRC Clarissa Cassales Marquezan, Zoran Despotovic, Ramin Khalili, David Pérez-Caparrós, Artur Hecker
2014	A	`conf`	MSPlayer: Multi-Source and multi-Path LeverAged YoutubER. CoNEXT Yung-Chih Chen, Don Towsley, Ramin Khalili
2014	J	`jnl`	MSPlayer: Multi-Source and multi-Path LeverAged YoutubER. CoRR Yung-Chih Chen, Don Towsley, Ramin Khalili
2014	A*	`conf`	Multi-source multipath HTTP (mHTTP): a proposal. SIGMETRICS Juhoon Kim, Yung-Chih Chen, Ramin Khalili, Don Towsley, Anja Feldmann
2014	A*	`conf`	Towards a system theoretic approach to wireless network capacity in finite time and space. INFOCOM Florin Ciucu, Ramin Khalili, Yuming Jiang, Liu Yang, Yong Cui
2014	J	`jnl`	Urban Mobility Scaling: Lessons from 'Little Data'. CoRR Galen J. Wilkerson, Ramin Khalili, Stefan Schmid
2014	—	`conf`	Urban mobility scaling: Lessons from 'little data'. INFOCOM Workshops Galen J. Wilkerson, Ramin Khalili, Stefan Schmid
2013	J	`jnl`	A System Theoretic Approach for Network Capacity in Finite Time and Space Regimes. CoRR Florin Ciucu, Ramin Khalili, Yuming Jiang, Liu Yang, Yong Cui
2013	A	`conf`	A measurement-based study of MultiPath TCP performance over wireless networks. Internet Measurement Conference Yung-Chih Chen, Yeon-Sup Lim, Richard J. Gibbens, Erich M. Nahum, Ramin Khalili, Don Towsley
2013	J	`jnl`	MPTCP Is Not Pareto-Optimal: Performance Issues and a Possible Solution. IEEE/ACM Trans. Netw. Ramin Khalili, Nicolas Gast, Miroslav Popovic, Jean-Yves Le Boudec
2013	J	`jnl`	Multi-Source Multi-Path HTTP (mHTTP): A Proposal. CoRR Juhoon Kim, Ramin Khalili, Anja Feldmann, Yung-Chih Chen, Don Towsley
2013	A	`conf`	On the benefits of applying experimental design to improve multipath TCP. CoNEXT Christoph Paasch, Ramin Khalili, Olivier Bonaventure
2013	A	`conf`	Socket intents: leveraging application awareness for multi-access connectivity. CoNEXT Philipp S. Schmidt, Theresa Enghardt, Ramin Khalili, Anja Feldmann
2012	A	`conf`	MPTCP is not pareto-optimal: performance issues and a possible solution. CoNEXT Ramin Khalili, Nicolas Gast, Miroslav Popovic, Utkarsh Upadhyay, Jean-Yves Le Boudec
2011	—	`conf`	Energy consumption comparison between macro-micro and public femto deployment in a plausible LTE network. e-Energy Katerina Dufková, Jean-Yves Le Boudec, Miroslav Popovic, Milan Bjelica, Ramin Khalili, Lukas Kencl
2011	—	`conf`	Energy saving and capacity gain of micro sites in regular LTE networks: downlink traffic layer analysis. PM2HW2N@MSWiM Teklemariam Tsegay Tesfay, Ramin Khalili, Jean-Yves Le Boudec, Fred Richter, Albrecht J. Fehske
2010	A*	`conf`	Neighbor Discovery with Reception Status Feedback to Transmitters. INFOCOM Ramin Khalili, Dennis Goeckel, Donald F. Towsley, Ananthram Swami
2009	A*	`conf`	Neighbor discovery in wireless networks and the coupon collector's problem. MobiCom Sudarshan Vasudevan, Donald F. Towsley, Dennis Goeckel, Ramin Khalili
2008	A*	`conf`	A Distributed Minimum-Distortion Routing Algorithm with In-Network Data Processing. INFOCOM Ramin Khalili, James F. Kurose
2008	B	`conf`	Practical Algorithms for Gathering Stored Correlated Data in a Network. SECON Ramin Khalili, James F. Kurose
2006	B	`conf`	A tighter Cut-Set bound for the multi-terminal erasure channel without side information. ISIT Ramin Khalili, Kavé Salamatian
2005	—	`conf`	A New Analytic Approach to Evaluation of Packet Error Rate in Wireless Networks. CNSR Ramin Khalili, Kavé Salamatian
2005	B	`conf`	A New Relaying Scheme for Cheap Wireless Relay Nodes. WiOpt Ramin Khalili, Kavé Salamatian
2005	B	`conf`	On the capacity of erasure relay channel: multi-relay case. ITW Ramin Khalili, Kavé Salamatian
2004	—	`conf`	Cross-layer routing in wireless mesh networks. ISWCS Luigi Iannone, Ramin Khalili, Kavé Salamatian, Serge Fdida