Sumudu Samarakoon

According to our database, Sumudu Samarakoon authored at least 56 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Latency-Aware Radio Resource Optimization in Learning-Based Cloud-Aided Small Cell Wireless Networks.

Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho

IEEE Trans. Green Commun. Netw., March, 2024

2023

Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction.

Mohamed K. Abdel-Aziz, Mohammed Saad ElBamby, Sumudu Samarakoon, Mehdi Bennis

CoRR, 2023

Codesign of Edge Intelligence and Automated Guided Vehicle Control.

Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Artifact: Codesign of Edge Intelligence and Automated Guided Vehicle Control.

Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

A Simplified Intelligent Autonomous Obstacle Bypassing Method for Mobile Robots.

Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis

Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations.

Charbel Bou Chaaya, Sumudu Samarakoon, Mehdi Bennis

Proceedings of the IEEE Global Communications Conference, 2023

2022

Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs.

Beatriz Soret, Lam Duc Nguyen, Jan Seeger, Arne Bröring, Chaouki Ben Issaid, Sumudu Samarakoon, Anis El Gabli, Vivek Kulkarni, Mehdi Bennis, Petar Popovski

IEEE Trans. Green Commun. Netw., 2022

Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning.

Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis, Walid Saad

IEEE Trans. Commun., 2022

Learning Generalized Wireless MAC Communication Protocols via Abstraction.

Luciano Miuccio, Salvatore Riolo, Sumudu Samarakoon, Daniela Panno, Mehdi Bennis

Proceedings of the IEEE Global Communications Conference, 2022

IntellIoT: Intelligent IoT Environments.

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

Proceedings of the Internet of Things, 2022

2021

Joint Client Scheduling and Resource Allocation Under Channel Uncertainty in Federated Learning.

Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis

IEEE Trans. Commun., 2021

Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications.

Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah

Proc. IEEE, 2021

Predictive Ultra-Reliable Communication: A Survival Analysis Perspective.

Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah

IEEE Commun. Lett., 2021

Network slicing for vehicular communication.

Hamza Khan, Petri Luoto, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho

Trans. Emerg. Telecommun. Technol., 2021

Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations.

Sumudu Samarakoon, Jihong Park, Mehdi Bennis

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Age-Optimal Power Allocation in Industrial IoT: A Risk-Sensitive Federated Learning Approach.

Yung-Lin Hsu, Chen-Feng Liu, Sumudu Samarakoon, Hung-Yu Wei, Mehdi Bennis

Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization.

Tamara Alshammari, Sumudu Samarakoon, Anis Elgabli, Mehdi Bennis

Proceedings of the ICC 2021, 2021

V2V Cooperative Sensing using Reinforcement Learning with Action Branching.

Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis

Proceedings of the ICC 2021, 2021

Federated Distributionally Robust Optimization for Phase Configuration of RISs.

Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor

Proceedings of the IEEE Global Communications Conference, 2021

2020

Enhancing Video Streaming in Vehicular Networks via Resource Slicing.

Hamza Khan, Sumudu Samarakoon, Mehdi Bennis

IEEE Trans. Veh. Technol., 2020

Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications.

Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah

IEEE Trans. Commun., 2020

Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks.

Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Chen-Feng Liu, Mehdi Bennis, Walid Saad

IEEE Trans. Commun., 2020

Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach.

Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Mehdi Bennis, Walid Saad

IEEE Commun. Lett., 2020

6G White Paper on Edge Intelligence.

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

CoRR, 2020

Extreme URLLC: Vision, Challenges, and Key Enablers.

Jihong Park, Sumudu Samarakoon, Hamid Shiri, Mohamed K. Abdel-Aziz, Takayuki Nishio, Anis Elgabli, Mehdi Bennis

CoRR, 2020

Federated Learning under Channel Uncertainty: Joint Client Scheduling and Resource Allocation.

Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Deep Learning Assisted CSI Estimation for Joint URLLC and eMBB Resource Allocation.

Hamza Khan, M. Majid Butt, Sumudu Samarakoon, Philippe Sehier, Mehdi Bennis

Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Phase Configuration Learning in Wireless Networks with Multiple Reconfigurable Intelligent Surfaces.

George C. Alexandropoulos, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah

Proceedings of the IEEE Globecom Workshops, 2020

Cooperative perception in Vehicular Networks using Multi-Agent Reinforcement Learning.

Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Cristina Perfecto, Mehdi Bennis

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Reinforcement Learning-Based Vehicle-Cell Association Algorithm for Highly Mobile Millimeter Wave Communication.

Hamza Khan, Anis Elgabli, Sumudu Samarakoon, Mehdi Bennis, Choong Seon Hong

IEEE Trans. Cogn. Commun. Netw., 2019

Scanning the Issue.

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

Proc. IEEE, 2019

Wireless Network Intelligence at the Edge.

Jihong Park, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah

Proc. IEEE, 2019

Wireless Edge Computing With Latency and Reliability Guarantees.

Mohammed Saad ElBamby, Cristina Perfecto, Chen-Feng Liu, Jihong Park, Sumudu Samarakoon, Xianfu Chen, Mehdi Bennis

Proc. IEEE, 2019

2018

Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling.

Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor

IEEE Trans. Wirel. Commun., 2018

Learning-Based Caching in Cloud-Aided Wireless Networks.

Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho, Choong Seon Hong

IEEE Commun. Lett., 2018

Federated Learning for Ultra-Reliable Low-Latency V2V Communications.

Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah

Proceedings of the IEEE Global Communications Conference, 2018

Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail.

Mohamed K. Abdel-Aziz, Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, Walid Saad

Proceedings of the IEEE Global Communications Conference, 2018

2017

Learning-based methods for resource allocation and interference management in energy-efficient small cell networks.

Sumudu Samarakoon

PhD thesis, 2017

Joint Load Balancing and Interference Mitigation in 5G Heterogeneous Networks.

Trung Kien Vu, Mehdi Bennis, Sumudu Samarakoon, Mérouane Debbah, Matti Latva-aho

IEEE Trans. Wirel. Commun., 2017

Enhanced Co-Primary Spectrum Sharing Method for Multi-Operator Networks.

Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Matti Latva-aho

IEEE Trans. Mob. Comput., 2017

System level analysis of multi-operator small cell network at 10 GHz.

Petri Luoto, Antti Roivainen, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Matti Latva-aho

Proceedings of the 2017 European Conference on Networks and Communications, 2017

Vehicle clustering for improving enhanced LTE-V2X network performance.

Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Kari Horneman, Matti Latva-aho

Proceedings of the 2017 European Conference on Networks and Communications, 2017

2016

Dynamic Clustering and on/off Strategies for Wireless Small Cell Networks.

Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho

IEEE Trans. Wirel. Commun., 2016

Ultra Dense Small Cell Networks: Turning Density Into Energy Efficiency.

Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho

IEEE J. Sel. Areas Commun., 2016

Joint In-Band Backhauling and Interference Mitigation in 5G Heterogeneous Networks.

Trung Kien Vu, Mehdi Bennis, Sumudu Samarakoon, Mérouane Debbah, Matti Latva-aho

CoRR, 2016

Enabling Relaying Over Heterogeneous Backhauls in the Uplink of Wireless Femtocell Networks.

Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho

CoRR, 2016

System Level Performance Evaluation of LTE-V2X Network.

Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Kari Horneman, Matti Latva-aho

CoRR, 2016

Fronthaul-Aware Software-Defined Joint Resource Allocation and User Scheduling for 5G Networks.

Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis

Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

2015

Co-Primary Multi-Operator Resource Sharing for Small Cell Networks.

Petri Luoto, Pekka Pirinen, Mehdi Bennis, Sumudu Samarakoon, Simon Scott, Matti Latva-aho

IEEE Trans. Wirel. Commun., 2015

Gibbs Sampling based Spectrum Sharing for Multi-Operator Small Cell Networks.

Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Matti Latva-aho

Proceedings of the IEEE International Conference on Communication, 2015

Energy-Efficient Resource Management in Ultra Dense Small Cell Networks: A Mean-Field Approach.

Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Dynamic clustering and sleep mode strategies for small cell networks.

Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho

Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

Opportunistic sleep mode strategies in wireless small cell networks.

Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho

Proceedings of the IEEE International Conference on Communications, 2014

2013

Backhaul-Aware Interference Management in the Uplink of Wireless Small Cell Networks.

Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho

IEEE Trans. Wirel. Commun., 2013

Outage Probability and Capacity for Two-Tier Femtocell Networks by Approximating Ratio of Rayleigh and Log Normal Random Variables.

Sumudu Samarakoon, Nandana Rajatheva, Mehdi Bennis, Matti Latva-aho

Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

2012

Enabling relaying over heterogeneous backhauls in the uplink of femtocell networks.

Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho

Proceedings of the 10th International Symposium on Modeling and Optimization in Mobile, 2012