Roberto Morabito

70 papers A* 2A 1B 5Misc 1Journal 48Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
AGORAN: An agentic open marketplace for 6G RAN automation.
Comput. Networks
Ilias Chatzistefanidis, Navid Nikaein, Andrea Leone, Ali Maatouk, Leandros Tassiulas, Roberto Morabito, Ioannis Pitsiorlas, Marios Kountouris
2026 J jnl
Agentic TinyML for Intent-Aware Handover in 6G Wireless Networks.
IEEE Wirel. Commun.
Alaa Saleh, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Susanna Pirttikangas, Lauri Lovén
2026 J jnl
Bio-inspired Agentic Self-healing Framework for Resilient Distributed Computing Continuum Systems.
CoRR
Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Qiyang Zhang, Schahram Dustdar, Susanna Pirttikangas, Lauri Lovén
2026 J jnl
Digital Twins for smart campus networks: An end-to-end framework for multi-domain data intelligence.
Comput. Commun.
Bivek Pandey, Yasith R. Wanigarathna, Sasu Tarkoma, Roberto Morabito
2026 J jnl
Sometimes Painful but Promising: Feasibility and Trade-Offs of On-Device Language Model Inference.
ACM Trans. Embed. Comput. Syst.
Maximilian Abstreiter, Sasu Tarkoma, Roberto Morabito
2026 J jnl
The Internet of Physical AI Agents: Interoperability, Longevity, and the Cost of Getting It Wrong.
CoRR
Roberto Morabito, Mallik Tatipamula
2026 J jnl
Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities.
ACM Comput. Surv.
Alaa Saleh, Roberto Morabito, Schahram Dustdar, Sasu Tarkoma, Susanna Pirttikangas, Lauri Lovén
2025 — conf
A Generative AI-Enhanced Digital Twin Framework for Heterogeneous Networks and Smart Environments.
INFOCOM WKSHPS
Roberto Morabito, Bivek Pandey, Paulius Daubaris, Yasith R. Wanigarathna, Sasu Tarkoma
2025 J jnl
Agentic TinyML for Intent-aware Handover in 6G Wireless Networks.
CoRR
Alaa Saleh, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Susanna Pirttikangas, Lauri Lovén
2025 J jnl
Agoran: An Agentic Open Marketplace for 6G RAN Automation.
CoRR
Ilias Chatzistefanidis, Navid Nikaein, Andrea Leone, Ali Maatouk, Leandros Tassiulas, Roberto Morabito, Ioannis Pitsiorlas, Marios Kountouris
2025 J jnl
Consolidating TinyML Lifecycle With Large Language Models: Reality, Illusion, or Opportunity?
IEEE Internet Things Mag.
Guanghan Wu, Sasu Tarkoma, Roberto Morabito
2025 J jnl
Consolidating TinyML Lifecycle with Large Language Models: Reality, Illusion, or Opportunity?
CoRR
Guanghan Wu, Sasu Tarkoma, Roberto Morabito
2025 J jnl
Edge-First Language Model Inference: Models, Metrics, and Tradeoffs.
CoRR
SiYoung Jang, Roberto Morabito
2025 J jnl
Exploring the Boundaries of On-Device Inference: When Tiny Falls Short, Go Hierarchical.
IEEE Internet Things J.
Adarsh Prasad Behera, Paulius Daubaris, Iñaki Bravo, José Gallego, Roberto Morabito, Joerg Widmer, Jaya Prakash Champati
2025 J jnl
Follow-Me AI: Energy-Efficient User Interaction With Smart Environments.
IEEE Pervasive Comput.
Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Naser Hossein Motlagh, Sasu Tarkoma, Lauri Lovén
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
Smaller, Smarter, Closer: The Edge of Collaborative Generative AI.
CoRR
Roberto Morabito, Si Young Jang
2025 J jnl
Smaller, Smarter, Closer: The Edge of Collaborative Generative Artificial Intelligence.
IEEE Internet Comput.
Roberto Morabito, SiYoung Jang
2025 J jnl
Sometimes Painful but Certainly Promising: Feasibility and Trade-offs of Language Model Inference at the Edge.
CoRR
Maximilian Abstreiter, Sasu Tarkoma, Roberto Morabito
2025 J jnl
Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques.
CoRR
Adarsh Prasad Behera, Jaya Prakash Champati, Roberto Morabito, Sasu Tarkoma, James Gross
2025 J jnl
When the Code Autopilot Breaks: Why LLMs Falter in Embedded Machine Learning.
CoRR
Roberto Morabito, Guanghan Wu
2025 J jnl
When the Code Autopilot Breaks: Why Large Language Models Falter in Embedded Machine Learning.
Computer
Roberto Morabito, Guanghan Wu
2024 J jnl
Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks.
IEEE/ACM Trans. Netw.
Su Wang, Roberto Morabito, Seyyedali Hosseinalipour, Mung Chiang, Christopher G. Brinton
2024 J jnl
Digital Twins for Smart Spaces - Beyond IoT Analytics.
IEEE Internet Things J.
Naser Hossein Motlagh, Martha Arbayani Zaidan, Lauri Lovén, Pak Lun Fung, Tuomo Hänninen, Roberto Morabito, Petteri Nurmi, Sasu Tarkoma
2024 J jnl
Exploring the Boundaries of On-Device Inference: When Tiny Falls Short, Go Hierarchical.
CoRR
Adarsh Prasad Behera, Paulius Daubaris, Iñaki Bravo, José Gallego, Roberto Morabito, Joerg Widmer, Jaya Prakash Varma Champati
2024 J jnl
Follow-Me AI: Energy-Efficient User Interaction with Smart Environments.
CoRR
Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Naser Hossein Motlagh, Lauri Lovén
2024 J jnl
Future-Proofing Mobile Networks: A Digital Twin Approach to Multi-Signal Management.
CoRR
Roberto Morabito, Bivek Pandey, Paulius Daubaris, Yasith R. Wanigarathna, Sasu Tarkoma
2024 J jnl
Improved Decision Module Selection for Hierarchical Inference in Resource-Constrained Edge Devices.
CoRR
Adarsh Prasad Behera, Roberto Morabito, Joerg Widmer, Jaya Prakash Champati
2024 J jnl
Large Language Models Meet Next-Generation Networking Technologies: A Review.
Future Internet
Ching Nam Hang, Pei-Duo Yu, Roberto Morabito, Chee-Wei Tan
2023 J jnl
AI-native Interconnect Framework for Integration of Large Language Model Technologies in 6G Systems.
CoRR
Sasu Tarkoma, Roberto Morabito, Jaakko J. Sauvola
2023 J jnl
Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks.
CoRR
Su Wang, Roberto Morabito, Seyyedali Hosseinalipour, Mung Chiang, Christopher G. Brinton
2023 — conf
Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities.
CAMAD
Roberto Morabito, Mallik Tatipamula, Sasu Tarkoma, Mung Chiang
2023 J jnl
Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities.
CoRR
Roberto Morabito, Mallik Tatipamula, Sasu Tarkoma, Mung Chiang
2023 J jnl
How Can AI be Distributed in the Computing Continuum? Introducing the Neural Pub/Sub Paradigm.
CoRR
Lauri Lovén, Roberto Morabito, Abhishek Kumar, Susanna Pirttikangas, Jukka Riekki, Sasu Tarkoma
2023 A* conf
Improved Decision Module Selection for Hierarchical Inference in Resource-Constrained Edge Devices.
MobiCom
Adarsh Prasad Behera, Roberto Morabito, Joerg Widmer, Jaya Prakash Champati
2021 — conf
A TinyMLaaS Ecosystem for Machine Learning in IoT: Overview and Research Challenges.
VLSI-DAT
Hiroshi Doyu, Roberto Morabito, Martina Brachmann
2021 A conf
Demo: Discover, Provision, and Orchestration of Machine Learning Inference Services in Heterogeneous Edge.
ICDCS
Roberto Morabito, Mung Chiang
2021 A* conf
Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation.
INFOCOM
Su Wang, Mengyuan Lee, Seyyedali Hosseinalipour, Roberto Morabito, Mung Chiang, Christopher G. Brinton
2021 J jnl
Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation.
CoRR
Su Wang, Mengyuan Lee, Seyyedali Hosseinalipour, Roberto Morabito, Mung Chiang, Christopher G. Brinton
2021 B conf
On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge.
GLOBECOM
Hung T. Nguyen, Roberto Morabito, Kwang Taik Kim, Mung Chiang
2021 J jnl
On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge.
CoRR
Hung T. Nguyen, Roberto Morabito, Kwang Taik Kim, Mung Chiang
2020 J jnl
IETF Protocol Suite for the Internet of Things: Overview and Recent Advancements.
IEEE Commun. Stand. Mag.
Roberto Morabito, Jaime Jimenez
2020 J jnl
IETF protocol suite for the Internet of Things: Overview and Recent Advancements.
CoRR
Roberto Morabito, Jaime Jiménez
2019 J jnl
Distributing Intelligence to the Edge and Beyond [Research Frontier].
IEEE Comput. Intell. Mag.
Edgar Ramos, Roberto Morabito, Jani-Pekka Kainulainen
2019 J jnl
Distributing Intelligence to the Edge and Beyond.
CoRR
Edgar Ramos, Roberto Morabito, Jani-Pekka Kainulainen
2019 — conf
Intelligence Stratum for IoT. Architecture Requirements and Functions.
DASC/PiCom/DataCom/CyberSciTech
Edgar Ramos, Roberto Morabito
2019 J jnl
Intelligence Stratum for IoT. Architecture Requirements and Functions.
CoRR
Edgar Ramos, Roberto Morabito
2019 — conf
Regression Training using Model Parallelism in a Distributed Cloud.
DASC/PiCom/DataCom/CyberSciTech
Joel Reijonen, Miljenko Opsenica, Roberto Morabito, Miika Komu, Mohammed Elmusrati
2019 J jnl
Reprint of : LEGIoT: A Lightweight Edge Gateway for the Internet of Things.
Future Gener. Comput. Syst.
Roberto Morabito, Riccardo Petrolo, Valeria Loscrì, Nathalie Mitton
2018 J jnl
Consolidate IoT Edge Computing with Lightweight Virtualization.
IEEE Netw.
Roberto Morabito, Vittorio Cozzolino, Aaron Yi Ding, Nicklas Beijar, Jörg Ott
2018 J jnl
Energy Consumption Analysis of Edge Orchestrated Virtualized Wireless Multimedia Sensor Networks.
IEEE Access
Tenager Mekonnen, Miika Komu, Roberto Morabito, Tero Kauppinen, Erkki Harjula, Timo Koskela, Mika Ylianttila
2018 J jnl
LEGIoT: A Lightweight Edge Gateway for the Internet of Things.
Future Gener. Comput. Syst.
Roberto Morabito, Riccardo Petrolo, Valeria Loscrì, Nathalie Mitton
2018 — conf
Service Provisioning in Vehicular Networks Through Edge and Cloud: An Empirical Analysis.
CSCN
Zakaria Laaroussi, Roberto Morabito, Tarik Taleb
2017 — conf
A Framework based on SDN and Containers for Dynamic Service Chains on IoT Gateways.
HotConNet@SIGCOMM
Roberto Morabito, Nicklas Beijar
2017 B conf
Demo: Design of a Virtualized Smart Car Platform.
EWSN
Roberto Morabito, Riccardo Petrolo, Valeria Loscrì, Nathalie Mitton
2017 B conf
ELIoT: Design of an emulated IoT platform.
PIMRC
Alli Makinen, Jaime Jimenez, Roberto Morabito
2017 J jnl
Evaluating Performance of Containerized IoT Services for Clustered Devices at the Network Edge.
IEEE Internet Things J.
Roberto Morabito, Ivan Farris, Antonio Iera, Tarik Taleb
2017 — conf
Inspecting the performance of low-power nodes during the execution of edge computing tasks.
CCNC
Roberto Morabito
2017 B conf
Lightweight virtualization as enabling technology for future smart cars.
IM
Roberto Morabito, Riccardo Petrolo, Valeria Loscrì, Nathalie Mitton, Giuseppe Ruggeri, Antonella Molinaro
2017 J jnl
The design of the gateway for the Cloud of Things.
Ann. des Télécommunications
Riccardo Petrolo, Roberto Morabito, Valeria Loscrì, Nathalie Mitton
2017 J jnl
Virtualization on Internet of Things Edge Devices With Container Technologies: A Performance Evaluation.
IEEE Access
Roberto Morabito
2016 J jnl
A Performance Evaluation of Container Technologies on Internet of Things Devices.
CoRR
Roberto Morabito
2016 — conf
A performance evaluation of container technologies on Internet of Things devices.
INFOCOM Workshops
Roberto Morabito
2016 — conf
Enabling Data Processing at the Network Edge through Lightweight Virtualization Technologies.
SECON Workshops
Roberto Morabito, Nicklas Beijar
2016 — conf
Enabling a lightweight Edge Gateway-as-a-Service for the Internet of Things.
NOF
Roberto Morabito, Riccardo Petrolo, Valeria Loscrì, Nathalie Mitton
2016 — conf
Power consumption in remote gaming: An empirical evaluation.
INFOCOM Workshops
Miika Komu, Roberto Morabito, Tero Kauppinen, Jimmy Kjällman, Yong Yao
2015 B conf
Hypervisors vs. Lightweight Virtualization: A Performance Comparison.
IC2E
Roberto Morabito, Jimmy Kjällman, Miika Komu
2015 Misc conf
Power Consumption of Virtualization Technologies: An Empirical Investigation.
UCC
Roberto Morabito
2015 J jnl
Power Consumption of Virtualization Technologies: an Empirical Investigation.
CoRR
Roberto Morabito
2014 — conf
OpenFlow over wireless networks: Performance analysis.
BMSB
Giuseppe Araniti, John Cosmas, Antonio Iera, Antonella Molinaro, Roberto Morabito, Antonino Orsino