Ramin Khalili

According to our database, Ramin Khalili authored at least 64 papers between 2004 and 2024.

Collaborative distances:

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

2024

A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks.

Nikolaos Koursioumpas, Lina Magoula, Nikolaos Petropouleas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nancy Alonistioti, Miguel Angel Gutierrez-Estevez, Ramin Khalili

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

Multi-Objective Optimization Using Adaptive Distributed Reinforcement Learning.

Jing Tan, Ramin Khalili, Holger Karl

IEEE Trans. Intell. Transp. Syst., September, 2024

Multi-Agent Deep Reinforcement Learning for Coordinated Multipoint in Mobile Networks.

Stefan Schneider, Holger Karl, Ramin Khalili, Artur Hecker

IEEE Trans. Netw. Serv. Manag., February, 2024

Quality Time: Carbon-Aware Quality Adaptation for Energy-Intensive Services.

Philipp Wiesner, Dennis Grinwald, Philipp Weiß, Patrick Wilhelm, Ramin Khalili, Odej Kao

CoRR, 2024

Efficient Federated Finetuning of Tiny Transformers with Resource-Constrained Devices.

Kilian Pfeiffer, Mohamed Aboelenien Ahmed, Ramin Khalili, Jörg Henkel

CoRR, 2024

DISTINQT: A Distributed Privacy Aware Learning Framework for QoS Prediction for Future Mobile and Wireless Networks.

Nikolaos Koursioumpas, Lina Magoula, Ioannis Stavrakakis, Nancy Alonistioti, Miguel Angel Gutierrez-Estevez, Ramin Khalili

CoRR, 2024

Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES.

Marcel Blöcher, Nils Nedderhut, Pavel Chuprikov, Ramin Khalili, Patrick Eugster, Lin Wang

Proceedings of the IEEE INFOCOM 2024, 2024

FedZero: Leveraging Renewable Excess Energy in Federated Learning.

Philipp Wiesner, Ramin Khalili, Dennis Grinwald, Pratik Agrawal, Lauritz Thamsen, Odej Kao

Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

2023

CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization.

Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel

Trans. Mach. Learn. Res., 2023

Soft-Switching Bridgeless Buck PFC With Low THD.

Ramin Khalili, Ehsan Adib

IEEE Trans. Ind. Electron., 2023

Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey.

Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel

ACM Comput. Surv., 2023

Machine Learning for Computer Systems and Networking: A Survey.

Marios Evangelos Kanakis, Ramin Khalili, Lin Wang

ACM Comput. Surv., 2023

A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks.

Lina Magoula, Nikolaos Koursioumpas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nikolaos Petropouleas, Miguel Angel Gutierrez-Estevez, Ramin Khalili

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices.

Kilian Pfeiffer, Ramin Khalili, Jörg Henkel

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Scheduling Out-of-Coverage Vehicular Communications Using Reinforcement Learning.

Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz

IEEE Trans. Veh. Technol., 2022

Learning to Bid Long-Term: Multi-Agent Reinforcement Learning with Long-Term and Sparse Reward in Repeated Auction Games.

Jing Tan, Ramin Khalili, Holger Karl

CoRR, 2022

CoCo-FL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization.

Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel

CoRR, 2022

Multi-agent reinforcement learning for long-term network resource allocation through auction: A V2X application.

Jing Tan, Ramin Khalili, Holger Karl, Artur Hecker

Comput. Commun., 2022

A Deep Learning Approach for Distributed QoS Prediction in Beyond 5G Networks.

Lina Magoula, Nikolaos Koursioumpas, Sokratis Barmpounakis, Panagiotis Kontopoulos, Miguel Angel Gutierrez-Estevez, Ramin Khalili, Apostolos Kousaridas

Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks.

Stefan Schneider, Stefan Werner, Ramin Khalili, Artur Hecker, Holger Karl

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

CArDS: Dealing a New Hand in Reducing Service Request Completion Times.

Karima Saif Khandaker, Dirk Trossen, Ramin Khalili, Zoran Despotovic, Artur Hecker, Georg Carle

Proceedings of the IFIP Networking Conference, 2022

Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions.

Jing Tan, Ramin Khalili, Holger Karl, Artur Hecker

Proceedings of the IEEE INFOCOM 2022, 2022

DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems.

Martin Rapp, Ramin Khalili, Kilian Pfeiffer, Jörg Henkel

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning.

Stefan Schneider, Ramin Khalili, Adnan Manzoor, Haydar Qarawlus, Rafael Schellenberg, Holger Karl, Artur Hecker

IEEE Trans. Netw. Serv. Manag., 2021

iVRLS: In-coverage Vehicular Reinforcement Learning Scheduler.

Taylan Sahin, Mate Boban, Ramin Khalili, Adam Wolisz

Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

LSTM-based QoS prediction for 5G-enabled Connected and Automated Mobility applications.

Sokratis Barmpounakis, Lina Magoula, Nikolaos Koursioumpas, Ramin Khalili, José Mauricio Perdomo, Ramya Panthangi Manjunath

Proceedings of the 4th IEEE 5G World Forum, 2021

2020

Distributed Learning on Heterogeneous Resource-Constrained Devices.

Martin Rapp, Ramin Khalili, Jörg Henkel

CoRR, 2020

Letting off STEAM: Distributed Runtime Traffic Scheduling for Service Function Chaining.

Marcel Blöcher, Ramin Khalili, Lin Wang, Patrick Eugster

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Self-Driving Network and Service Coordination Using Deep Reinforcement Learning.

Stefan Schneider, Adnan Manzoor, Haydar Qarawlus, Rafael Schellenberg, Holger Karl, Ramin Khalili, Artur Hecker

Proceedings of the 16th International Conference on Network and Service Management, 2020

2019

VRLS: A Unified Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications.

Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz

Proceedings of the IEEE 2nd Connected and Automated Vehicles Symposium, 2019

A Hybrid Sensing and Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications.

Taylan Sahin, Mate Boban, Ramin Khalili, Adam Wolisz

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Flow Setup Latency in SDN Networks.

Ramin Khalili, Zoran Despotovic, Artur Hecker

IEEE J. Sel. Areas Commun., 2018

Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications Outside Coverage.

Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz

Proceedings of the 2018 IEEE Vehicular Networking Conference, 2018

Autonomous Edge Resource Organization with Smallcell Integration in 5G.

Ahsan Malik, Xun Xiao, Ramin Khalili, Mayutan Arumaithurai, Xiaoming Fu, Zoran Despotovic, Artur Hecker

Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

Towards Careless Wireless Mobile Networks.

Ahsan Malik, Xun Xiao, Ramin Khalili, Artur Hecker

Proceedings of the IEEE Globecom Workshops, 2018

2017

Performance comparison of node-redundant multicast distribution trees in SDN networks.

Miroslav Popovic, Ramin Khalili, Jean-Yves Le Boudec

Proceedings of the 2017 International Conference on Networked Systems, 2017

SDN on ACIDs.

Maja Curic, Georg Carle, Zoran Despotovic, Ramin Khalili, Artur Hecker

Proceedings of the 2nd Workshop on Cloud-Assisted Networking, 2017

2016

MSPlayer: Multi-Source and Multi-Path Video Streaming.

Yung-Chih Chen, Don Towsley, Ramin Khalili

IEEE J. Sel. Areas Commun., 2016

Understanding processing latency of SDN based mobility management in mobile core networks.

Clarissa Cassales Marquezan, Zoran Despotovic, Ramin Khalili, David Pérez-Caparrós, Artur Hecker

Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016

Dispatching PACKET_INs to the right SDN control application via context interpretation in Mobile Core Networks.

Clarissa Cassales Marquezan, Xueli An, Zoran Despotovic, Ramin Khalili, Artur Hecker

Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

Identifying latency factors in SDN-based Mobile Core Networks.

Clarissa Cassales Marquezan, Xueli An, Zoran Despotovic, Ramin Khalili, Artur Hecker

Proceedings of the IEEE Symposium on Computers and Communication, 2016

Reducing State of OpenFlow Switches in Mobile Core Networks by Flow Rule Aggregation.

Ramin Khalili, Wint Yi Poe, Zoran Despotovic, Artur Hecker

Proceedings of the 25th International Conference on Computer Communication and Networks, 2016

2014

Multi-source multipath HTTP (mHTTP): a proposal.

Juhoon Kim, Yung-Chih Chen, Ramin Khalili, Don Towsley, Anja Feldmann

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

Urban mobility scaling: Lessons from 'little data'.

Galen J. Wilkerson, Ramin Khalili, Stefan Schmid

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Towards a system theoretic approach to wireless network capacity in finite time and space.

Florin Ciucu, Ramin Khalili, Yuming Jiang, Liu Yang, Yong Cui

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

MSPlayer: Multi-Source and multi-Path LeverAged YoutubER.

Yung-Chih Chen, Don Towsley, Ramin Khalili

Proceedings of the 10th ACM International on Conference on emerging Networking Experiments and Technologies, 2014

2013

MPTCP Is Not Pareto-Optimal: Performance Issues and a Possible Solution.

Ramin Khalili, Nicolas Gast, Miroslav Popovic, Jean-Yves Le Boudec

IEEE/ACM Trans. Netw., 2013

Multi-Source Multi-Path HTTP (mHTTP): A Proposal.

Juhoon Kim, Ramin Khalili, Anja Feldmann, Yung-Chih Chen, Don Towsley

CoRR, 2013

A System Theoretic Approach for Network Capacity in Finite Time and Space Regimes.

Florin Ciucu, Ramin Khalili, Yuming Jiang, Liu Yang, Yong Cui

CoRR, 2013

A measurement-based study of MultiPath TCP performance over wireless networks.

Yung-Chih Chen, Yeon-Sup Lim, Richard J. Gibbens, Erich M. Nahum, Ramin Khalili, Don Towsley

Proceedings of the 2013 Internet Measurement Conference, 2013

Socket intents: leveraging application awareness for multi-access connectivity.

Philipp S. Schmidt, Theresa Enghardt, Ramin Khalili, Anja Feldmann

Proceedings of the Conference on emerging Networking Experiments and Technologies, 2013

On the benefits of applying experimental design to improve multipath TCP.

Christoph Paasch, Ramin Khalili, Olivier Bonaventure

Proceedings of the Conference on emerging Networking Experiments and Technologies, 2013

2012

MPTCP is not pareto-optimal: performance issues and a possible solution.

Ramin Khalili, Nicolas Gast, Miroslav Popovic, Utkarsh Upadhyay, Jean-Yves Le Boudec

Proceedings of the Conference on emerging Networking Experiments and Technologies, 2012

2011

Energy saving and capacity gain of micro sites in regular LTE networks: downlink traffic layer analysis.

Teklemariam Tsegay Tesfay, Ramin Khalili, Jean-Yves Le Boudec, Fred Richter, Albrecht J. Fehske

Proceedings of the PM2HW2N@MSWiM 2011: Proceedings of the 6th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks, 2011

Energy consumption comparison between macro-micro and public femto deployment in a plausible LTE network.

Katerina Dufková, Jean-Yves Le Boudec, Miroslav Popovic, Milan Bjelica, Ramin Khalili, Lukas Kencl

Proceedings of the 2nd International Conference on Energy-Efficient Computing and Networking 2011, 2011

2010

Neighbor Discovery with Reception Status Feedback to Transmitters.

Ramin Khalili, Dennis Goeckel, Donald F. Towsley, Ananthram Swami

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

2009

Neighbor discovery in wireless networks and the coupon collector's problem.

Sudarshan Vasudevan, Donald F. Towsley, Dennis Goeckel, Ramin Khalili

Proceedings of the 15th Annual International Conference on Mobile Computing and Networking, 2009

2008

Practical Algorithms for Gathering Stored Correlated Data in a Network.

Ramin Khalili, James F. Kurose

Proceedings of the Fifth Annual IEEE Communications Society Conference on Sensor, 2008

A Distributed Minimum-Distortion Routing Algorithm with In-Network Data Processing.

Ramin Khalili, James F. Kurose

Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

2006

A tighter Cut-Set bound for the multi-terminal erasure channel without side information.

Ramin Khalili, Kavé Salamatian

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

2005

A New Relaying Scheme for Cheap Wireless Relay Nodes.

Ramin Khalili, Kavé Salamatian

Proceedings of the 3rd International Symposium on Modeling and Optimization in Mobile, 2005

On the capacity of erasure relay channel: multi-relay case.

Ramin Khalili, Kavé Salamatian

Proceedings of the IEEE ITSOC Information Theory Workshop 2005 on Coding and Complexity, 2005

A New Analytic Approach to Evaluation of Packet Error Rate in Wireless Networks.

Ramin Khalili, Kavé Salamatian

Proceedings of the Third Annual Conference on Communication Networks and Services Research (CNSR 2005), 2005

2004

Cross-layer routing in wireless mesh networks.

Luigi Iannone, Ramin Khalili, Kavé Salamatian, Serge Fdida

Proceedings of the 1st IEEE International Symposium on Wireless Communication Systems, 2004