Sumudu Samarakoon

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 87

Top Venues

University of Oulu, Finland (PHD)

Education History

University of Oulu, Finland

PHD

Publications

H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
Real-Time Remote Control via VR over Limited Wireless Connectivity. CoRR (2024)
Rasika Vijithasena, Rafaela Scaciota, Mehdi Bennis, Sumudu Samarakoon
Resource Optimization for Tail-Based Control in Wireless Networked Control Systems. CoRR (2024)
Rafaela Scaciota, Glauber Brante, Richard D. Souza, Onel L. Alcaraz López, Septimia Sarbu, Mehdi Bennis, Sumudu Samarakoon
Decentralized RL-Based Data Transmission Scheme for Energy Efficient Harvesting. EuCNC/6G Summit (2024)
Mohamed K. Abdel-Aziz, Mohammed Saad ElBamby, Sumudu Samarakoon, Mehdi Bennis
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction. IEEE Trans. Commun. 72 (6) (2024)
Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho
Latency-Aware Radio Resource Optimization in Learning-Based Cloud-Aided Small Cell Wireless Networks. IEEE Trans. Green Commun. Netw. 8 (1) (2024)
Kalpana Ranasinghe, H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
Maze Discovery using Multiple Robots via Federated Learning. CoRR (2024)
Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
Codesign of Edge Intelligence and Automated Guided Vehicle Control. PerCom Workshops (2023)
Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
Codesign of Edge Intelligence and Automated Guided Vehicle Control. CoRR (2023)
Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
Artifact: Codesign of Edge Intelligence and Automated Guided Vehicle Control. PerCom Workshops (2023)
Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
A Simplified Intelligent Autonomous Obstacle Bypassing Method for Mobile Robots. MobiCom (2023)
Charbel Bou Chaaya, Sumudu Samarakoon, Mehdi Bennis
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations. GLOBECOM (2023)
Charbel Bou Chaaya, Sumudu Samarakoon, Mehdi Bennis
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations. CoRR (2023)
Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho
Latency-Aware Radio Resource Optimization in Learning-Based Cloud-Aided Small Cell Wireless Networks. CoRR (2023)
Mohamed K. Abdel-Aziz, Mohammed Saad Elbamby, Sumudu Samarakoon, Mehdi Bennis
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction. CoRR (2023)
Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning. IEEE Trans. Commun. 70 (2) (2022)
Luciano Miuccio, Salvatore Riolo, Sumudu Samarakoon, Daniela Panno, Mehdi Bennis
Learning Generalized Wireless MAC Communication Protocols via Abstraction. CoRR (2022)
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
IntellIoT: Intelligent IoT Environments. GIOTS (2022)
Luciano Miuccio, Salvatore Riolo, Sumudu Samarakoon, Daniela Panno, Mehdi Bennis
Learning Generalized Wireless MAC Communication Protocols via Abstraction. GLOBECOM (2022)
Beatriz Soret, Lam Duc Nguyen, Jan Seeger, Arne Bröring, Chaouki Ben Issaid, Sumudu Samarakoon, Anis El Gabli, Vivek Kulkarni, Mehdi Bennis, Petar Popovski
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs. IEEE Trans. Green Commun. Netw. 6 (1) (2022)
Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis
Joint Client Scheduling and Resource Allocation Under Channel Uncertainty in Federated Learning. IEEE Trans. Commun. 69 (9) (2021)
Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis
V2V Cooperative Sensing using Reinforcement Learning with Action Branching. ICC (2021)
Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. Proc. IEEE 109 (5) (2021)
Sumudu Samarakoon, Jihong Park, Mehdi Bennis
Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations. CoRR (2021)
Sumudu Samarakoon, Jihong Park, Mehdi Bennis
Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations. SPAWC (2021)
Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis
Joint Client Scheduling and Resource Allocation under Channel Uncertainty in Federated Learning. CoRR (2021)
Tamara Alshammari, Sumudu Samarakoon, Anis Elgabli, Mehdi Bennis
BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization. ICC (2021)
Beatriz Soret, Lam Duc Nguyen, Jan Seeger, Arne Bröring, Chaouki Ben Issaid, Sumudu Samarakoon, Anis El Gabli, Vivek Kulkarni, Mehdi Bennis, Petar Popovski
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs. CoRR (2021)
Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor
Federated Distributionally Robust Optimization for Phase Configuration of RISs. CoRR (2021)
Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor
Federated Distributionally Robust Optimization for Phase Configuration of RISs. GLOBECOM (2021)
Hamza Khan, Petri Luoto, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho
Network slicing for vehicular communication. Trans. Emerg. Telecommun. Technol. 32 (1) (2021)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah
Predictive Ultra-Reliable Communication: A Survival Analysis Perspective. IEEE Commun. Lett. 25 (4) (2021)
Yung-Lin Hsu, Chen-Feng Liu, Sumudu Samarakoon, Hung-Yu Wei, Mehdi Bennis
Age-Optimal Power Allocation in Industrial IoT: A Risk-Sensitive Federated Learning Approach. PIMRC (2021)
Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis
Federated Learning under Channel Uncertainty: Joint Client Scheduling and Resource Allocation. CoRR (2020)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah
Predictive Ultra-Reliable Communication: A Survival Analysis Perspective. CoRR (2020)
Hamza Khan, Sumudu Samarakoon, Mehdi Bennis
Enhancing Video Streaming in Vehicular Networks via Resource Slicing. CoRR (2020)
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
6G White Paper on Edge Intelligence. CoRR (2020)
Hamza Khan, Sumudu Samarakoon, Mehdi Bennis
Enhancing Video Streaming in Vehicular Networks via Resource Slicing. IEEE Trans. Veh. Technol. 69 (4) (2020)
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach. IEEE Commun. Lett. 24 (2) (2020)
George C. Alexandropoulos, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah
Phase Configuration Learning in Wireless Networks with Multiple Reconfigurable Intelligent Surfaces. GLOBECOM (Workshops) (2020)
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Cristina Perfecto, Mehdi Bennis
Cooperative perception in Vehicular Networks using Multi-Agent Reinforcement Learning. ACSSC (2020)
Jihong Park, Sumudu Samarakoon, Hamid Shiri, Mohamed K. Abdel-Aziz, Takayuki Nishio, Anis Elgabli, Mehdi Bennis
Extreme URLLC: Vision, Challenges, and Key Enablers. CoRR (2020)
Hamza Khan, Anis Elgabli, Sumudu Samarakoon, Mehdi Bennis, Choong Seon Hong
Reinforcement Learning Based Vehicle-cell Association Algorithm for Highly Mobile Millimeter Wave Communication. CoRR (2020)
Hamza Khan, M. Majid Butt, Sumudu Samarakoon, Philippe Sehier, Mehdi Bennis
Deep Learning Assisted CSI Estimation for Joint URLLC and eMBB Resource Allocation. ICC Workshops (2020)
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Chen-Feng Liu, Mehdi Bennis, Walid Saad
Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks. IEEE Trans. Commun. 68 (3) (2020)
Yung-Lin Hsu, Chen-Feng Liu, Sumudu Samarakoon, Hung-Yu Wei, Mehdi Bennis
Age-Optimal Power Allocation in Industrial IoT: A Risk-Sensitive Federated Learning Approach. CoRR (2020)
Tamara Alshammari, Sumudu Samarakoon, Anis Elgabli, Mehdi Bennis
BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization. CoRR (2020)
Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. CoRR (2020)
Hamza Khan, M. Majid Butt, Sumudu Samarakoon, Philippe Sehier, Mehdi Bennis
Deep Learning Assisted CSI Estimation for Joint URLLC and eMBB Resource Allocation. CoRR (2020)
George C. Alexandropoulos, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah
Phase Configuration Learning in Wireless Networks with Multiple Reconfigurable Intelligent Surfaces. CoRR (2020)
Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning. CoRR (2020)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah
Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications. IEEE Trans. Commun. 68 (2) (2020)
Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis
Federated Learning under Channel Uncertainty: Joint Client Scheduling and Resource Allocation. WCNC (2020)
Mohammed Saad ElBamby, Cristina Perfecto, Chen-Feng Liu, Jihong Park, Sumudu Samarakoon, Xianfu Chen, Mehdi Bennis
Wireless Edge Computing with Latency and Reliability Guarantees. CoRR (2019)
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
Scanning the Issue. Proc. IEEE 107 (11) (2019)
Mohammed Saad ElBamby, Cristina Perfecto, Chen-Feng Liu, Jihong Park, Sumudu Samarakoon, Xianfu Chen, Mehdi Bennis
Wireless Edge Computing With Latency and Reliability Guarantees. Proc. IEEE 107 (8) (2019)
Jihong Park, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah
Wireless Network Intelligence at the Edge. Proc. IEEE 107 (11) (2019)
Hamza Khan, Anis Elgabli, Sumudu Samarakoon, Mehdi Bennis, Choong Seon Hong
Reinforcement Learning-Based Vehicle-Cell Association Algorithm for Highly Mobile Millimeter Wave Communication. IEEE Trans. Cogn. Commun. Netw. 5 (4) (2019)
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach. CoRR (2019)
Hamza Khan, Petri Luoto, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho
Network Slicing for Vehicular Communication. CoRR (2019)
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Chen-Feng Liu, Mehdi Bennis, Walid Saad
Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks. CoRR (2019)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah
Federated Learning for Ultra-Reliable Low-Latency V2V Communications. CoRR (2018)
Mohamed K. Abdel-Aziz, Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail. GLOBECOM (2018)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah
Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications. CoRR (2018)
Jihong Park, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah
Wireless Network Intelligence at the Edge. CoRR (2018)
Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor
Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling. IEEE Trans. Wirel. Commun. 17 (1) (2018)
Mohamed K. Abdel-Aziz, Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, Walid Saad
Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail. CoRR (2018)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah
Federated Learning for Ultra-Reliable Low-Latency V2V Communications. GLOBECOM (2018)
Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho, Choong Seon Hong
Learning-Based Caching in Cloud-Aided Wireless Networks. IEEE Commun. Lett. 22 (1) (2018)
Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis
Fronthaul-Aware Software-Defined Joint Resource Allocation and User Scheduling for 5G Networks. CoRR (2017)
Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho, Choong Seong Hong
Learning-based Caching in Cloud-Aided Wireless Networks. CoRR (2017)
Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor
Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling. CoRR (2017)
Petri Luoto, Antti Roivainen, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Matti Latva-aho
System level analysis of multi-operator small cell network at 10 GHz. EuCNC (2017)
Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Matti Latva-aho
Enhanced Co-Primary Spectrum Sharing Method for Multi-Operator Networks. IEEE Trans. Mob. Comput. 16 (12) (2017)
Trung Kien Vu, Mehdi Bennis, Sumudu Samarakoon, Mérouane Debbah, Matti Latva-aho
Joint Load Balancing and Interference Mitigation in 5G Heterogeneous Networks. IEEE Trans. Wirel. Commun. 16 (9) (2017)
Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Kari Horneman, Matti Latva-aho
Vehicle clustering for improving enhanced LTE-V2X network performance. EuCNC (2017)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
Opportunistic Sleep Mode Strategies in Wireless Small Cell Networks. CoRR (2016)
Trung Kien Vu, Mehdi Bennis, Sumudu Samarakoon, Mérouane Debbah, Matti Latva-aho
Joint Load Balancing and Interference Mitigation in 5G Heterogeneous Networks. CoRR (2016)
Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis
Fronthaul-Aware Software-Defined Joint Resource Allocation and User Scheduling for 5G Networks. GLOBECOM Workshops (2016)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
Dynamic Clustering and on/off Strategies for Wireless Small Cell Networks. IEEE Trans. Wirel. Commun. 15 (3) (2016)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
Dynamic Clustering and Sleep Mode Strategies for Small Cell Networks. CoRR (2016)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
Energy-Efficient Resource Management in Ultra Dense Small Cell Networks: A Mean-Field Approach. CoRR (2016)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
Ultra Dense Small Cell Networks: Turning Density Into Energy Efficiency. IEEE J. Sel. Areas Commun. 34 (5) (2016)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
Enabling Relaying Over Heterogeneous Backhauls in the Uplink of Wireless Femtocell Networks. CoRR (2016)
Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Kari Horneman, Matti Latva-aho
System Level Performance Evaluation of LTE-V2X Network. CoRR (2016)
Sumudu Samarakoon, Nandana Rajatheva, Mehdi Bennis, Matti Latva-aho
Outage Probability and Capacity for Two-Tier Femtocell Networks by Approximating Ratio of Rayleigh and Log Normal Random Variables. CoRR (2016)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
Ultra Dense Small Cell Networks: Turning Density into Energy Efficiency. CoRR (2016)
Trung Kien Vu, Mehdi Bennis, Sumudu Samarakoon, Mérouane Debbah, Matti Latva-aho
Joint In-Band Backhauling and Interference Mitigation in 5G Heterogeneous Networks. CoRR (2016)
Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Matti Latva-aho
Gibbs Sampling based Spectrum Sharing for Multi-Operator Small Cell Networks. ICC Workshops (2015)
Petri Luoto, Pekka Pirinen, Mehdi Bennis, Sumudu Samarakoon, Simon Scott, Matti Latva-aho
Co-Primary Multi-Operator Resource Sharing for Small Cell Networks. CoRR (2015)
Petri Luoto, Pekka Pirinen, Mehdi Bennis, Sumudu Samarakoon, Simon Scott, Matti Latva-aho
Co-Primary Multi-Operator Resource Sharing for Small Cell Networks. IEEE Trans. Wirel. Commun. 14 (6) (2015)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho
Energy-Efficient Resource Management in Ultra Dense Small Cell Networks: A Mean-Field Approach. GLOBECOM (2015)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
Dynamic Clustering and ON/OFF Strategies for Wireless Small Cell Networks. CoRR (2015)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
Opportunistic sleep mode strategies in wireless small cell networks. ICC (2014)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
Dynamic clustering and sleep mode strategies for small cell networks. ISWCS (2014)
Sumudu Samarakoon, Nandana Rajatheva, Mehdi Bennis, Matti Latva-aho
Outage Probability and Capacity for Two-Tier Femtocell Networks by Approximating Ratio of Rayleigh and Log Normal Random Variables. VTC Spring (2013)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
Backhaul-Aware Interference Management in the Uplink of Wireless Small Cell Networks. IEEE Trans. Wirel. Commun. 12 (11) (2013)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
Backhaul-Aware Interference Management in the Uplink of Wireless Small Cell Networks. CoRR (2013)
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho
Enabling relaying over heterogeneous backhauls in the uplink of femtocell networks. WiOpt (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sumudu Samarakoon