Ramin Khalili

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 50

Top Topics

Reinforcement Learning

Energy Efficient

Genetic Algorithm

Top Venues

Publications

Philipp Wiesner, Ramin Khalili, Dennis Grinwald, Pratik Agrawal, Lauritz Thamsen, Odej Kao
FedZero: Leveraging Renewable Excess Energy in Federated Learning. e-Energy (2024)
Jing Tan, Ramin Khalili, Holger Karl
Multi-Objective Optimization Using Adaptive Distributed Reinforcement Learning. CoRR (2024)
Marcel Blöcher, Nils Nedderhut, Pavel Chuprikov, Ramin Khalili, Patrick Eugster, Lin Wang
Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES. INFOCOM (2024)
Stefan Schneider, Holger Karl, Ramin Khalili, Artur Hecker
Multi-Agent Deep Reinforcement Learning for Coordinated Multipoint in Mobile Networks. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Nikolaos Koursioumpas, Lina Magoula, Ioannis Stavrakakis, Nancy Alonistioti, Miguel Angel Gutierrez-Estevez, Ramin Khalili
DISTINQT: A Distributed Privacy Aware Learning Framework for QoS Prediction for Future Mobile and Wireless Networks. CoRR (2024)
Nikolaos Koursioumpas, Lina Magoula, Nikolaos Petropouleas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nancy Alonistioti, Miguel Angel Gutierrez-Estevez, Ramin Khalili
A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks. CoRR (2023)
Ramin Khalili, Ehsan Adib
Soft-Switching Bridgeless Buck PFC With Low THD. IEEE Trans. Ind. Electron. 70 (12) (2023)
Marios Evangelos Kanakis, Ramin Khalili, Lin Wang
Machine Learning for Computer Systems and Networking: A Survey. ACM Comput. Surv. 55 (4) (2023)
Kilian Pfeiffer, Ramin Khalili, Jörg Henkel
Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices. NeurIPS (2023)
Lina Magoula, Nikolaos Koursioumpas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nikolaos Petropouleas, Miguel Angel Gutierrez-Estevez, Ramin Khalili
A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks. CoRR (2023)
Kilian Pfeiffer, Ramin Khalili, Jörg Henkel
Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices. CoRR (2023)
Philipp Wiesner, Ramin Khalili, Dennis Grinwald, Pratik Agrawal, Lauritz Thamsen, Odej Kao
FedZero: Leveraging Renewable Excess Energy in Federated Learning. CoRR (2023)
Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey. ACM Comput. Surv. 55 (14s) (2023)
Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization. Trans. Mach. Learn. Res. 2023 (2023)
Lina Magoula, Nikolaos Koursioumpas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nikolaos Petropouleas, Miguel Angel Gutierrez-Estevez, Ramin Khalili
A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks. PIMRC (2023)
Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
Federated Learning for Computationally-Constrained Heterogeneous Devices: A Survey. CoRR (2023)
Jing Tan, Ramin Khalili, Holger Karl, Artur Hecker
Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions. CoRR (2022)
Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Jörg Henkel
CoCo-FL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization. CoRR (2022)
Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz
Scheduling Out-of-Coverage Vehicular Communications Using Reinforcement Learning. IEEE Trans. Veh. Technol. 71 (10) (2022)
Stefan Schneider, Stefan Werner, Ramin Khalili, Artur Hecker, Holger Karl
mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. NOMS (2022)
Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz
Scheduling Out-of-Coverage Vehicular Communications Using Reinforcement Learning. CoRR (2022)
Jing Tan, Ramin Khalili, Holger Karl, Artur Hecker
Multi-Agent Reinforcement Learning for Long-Term Network Resource Allocation through Auction: a V2X Application. CoRR (2022)
Karima Saif Khandaker, Dirk Trossen, Ramin Khalili, Zoran Despotovic, Artur Hecker, Georg Carle
CArDS: Dealing a New Hand in Reducing Service Request Completion Times. IFIP Networking (2022)
Martin Rapp, Ramin Khalili, Kilian Pfeiffer, Jörg Henkel
DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems. AAAI (2022)
Jing Tan, Ramin Khalili, Holger Karl
Learning to Bid Long-Term: Multi-Agent Reinforcement Learning with Long-Term and Sparse Reward in Repeated Auction Games. CoRR (2022)
Jing Tan, Ramin Khalili, Holger Karl, Artur Hecker
Multi-agent reinforcement learning for long-term network resource allocation through auction: A V2X application. Comput. Commun. 194 (2022)
Jing Tan, Ramin Khalili, Holger Karl, Artur Hecker
Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions. INFOCOM (2022)
Lina Magoula, Nikolaos Koursioumpas, Sokratis Barmpounakis, Panagiotis Kontopoulos, Miguel Angel Gutierrez-Estevez, Ramin Khalili, Apostolos Kousaridas
A Deep Learning Approach for Distributed QoS Prediction in Beyond 5G Networks. PIMRC (2022)
Taylan Sahin, Mate Boban, Ramin Khalili, Adam Wolisz
iVRLS: In-coverage Vehicular Reinforcement Learning Scheduler. VTC Spring (2021)
Martin Rapp, Ramin Khalili, Kilian Pfeiffer, Jörg Henkel
DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems. CoRR (2021)
Sokratis Barmpounakis, Lina Magoula, Nikolaos Koursioumpas, Ramin Khalili, Jose Mauricio Perdomo, Ramya Panthangi Manjunath
LSTM-based QoS prediction for 5G-enabled Connected and Automated Mobility applications. 5GWF (2021)
Stefan Schneider, Ramin Khalili, Adnan Manzoor, Haydar Qarawlus, Rafael Schellenberg, Holger Karl, Artur Hecker
Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Stefan Schneider, Adnan Manzoor, Haydar Qarawlus, Rafael Schellenberg, Holger Karl, Ramin Khalili, Artur Hecker
Self-Driving Network and Service Coordination Using Deep Reinforcement Learning. CNSM (2020)
Marcel Blöcher, Ramin Khalili, Lin Wang, Patrick Eugster
Letting off STEAM: Distributed Runtime Traffic Scheduling for Service Function Chaining. INFOCOM (2020)
Martin Rapp, Ramin Khalili, Jörg Henkel
Distributed Learning on Heterogeneous Resource-Constrained Devices. CoRR (2020)
Taylan Sahin, Mate Boban, Ramin Khalili, Adam Wolisz
A Hybrid Sensing and Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications. ACSSC (2019)
Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz
Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications Outside Coverage. CoRR (2019)
Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz
VRLS: A Unified Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications. CAVS (2019)
Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz
VRLS: A Unified Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications. CoRR (2019)
Ramin Khalili, Zoran Despotovic, Artur Hecker
Flow Setup Latency in SDN Networks. IEEE J. Sel. Areas Commun. 36 (12) (2018)
Taylan Sahin, Ramin Khalili, Mate Boban, Adam Wolisz
Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications Outside Coverage. VNC (2018)
Ahsan Malik, Xun Xiao, Ramin Khalili, Mayutan Arumaithurai, Xiaoming Fu, Zoran Despotovic, Artur Hecker
Autonomous Edge Resource Organization with Smallcell Integration in 5G. ICC Workshops (2018)
Ahsan Malik, Xun Xiao, Ramin Khalili, Artur Hecker
Towards Careless Wireless Mobile Networks. GLOBECOM Workshops (2018)
Miroslav Popovic, Ramin Khalili, Jean-Yves Le Boudec
Performance comparison of node-redundant multicast distribution trees in SDN networks. NetSys (2017)
Maja Curic, Georg Carle, Zoran Despotovic, Ramin Khalili, Artur Hecker
SDN on ACIDs. CAN@CoNEXT (2017)
Clarissa Cassales Marquezan, Xueli An, Zoran Despotovic, Ramin Khalili, Artur Hecker
Identifying latency factors in SDN-based Mobile Core Networks. ISCC (2016)
Yung-Chih Chen, Don Towsley, Ramin Khalili
MSPlayer: Multi-Source and Multi-Path Video Streaming. IEEE J. Sel. Areas Commun. 34 (8) (2016)
Clarissa Cassales Marquezan, Zoran Despotovic, Ramin Khalili, David Pérez-Caparrós, Artur Hecker
Understanding processing latency of SDN based mobility management in mobile core networks. PIMRC (2016)
Clarissa Cassales Marquezan, Xueli An, Zoran Despotovic, Ramin Khalili, Artur Hecker
Dispatching PACKET_INs to the right SDN control application via context interpretation in Mobile Core Networks. NOMS (2016)
Ramin Khalili, Wint Yi Poe, Zoran Despotovic, Artur Hecker
Reducing State of OpenFlow Switches in Mobile Core Networks by Flow Rule Aggregation. ICCCN (2016)
Juhoon Kim, Yung-Chih Chen, Ramin Khalili, Don Towsley, Anja Feldmann
Multi-source multipath HTTP (mHTTP): a proposal. SIGMETRICS (2014)
Galen Wilkerson, Ramin Khalili, Stefan Schmid
Urban Mobility Scaling: Lessons from 'Little Data'. CoRR (2014)
Yung-Chih Chen, Don Towsley, Ramin Khalili
MSPlayer: Multi-Source and multi-Path LeverAged YoutubER. CoRR (2014)
Florin Ciucu, Ramin Khalili, Yuming Jiang, Liu Yang, Yong Cui
Towards a system theoretic approach to wireless network capacity in finite time and space. INFOCOM (2014)
Galen Wilkerson, Ramin Khalili, Stefan Schmid
Urban mobility scaling: Lessons from 'little data'. INFOCOM Workshops (2014)
Yung-Chih Chen, Don Towsley, Ramin Khalili
MSPlayer: Multi-Source and multi-Path LeverAged YoutubER. CoNEXT (2014)
Juhoon Kim, Ramin Khalili, Anja Feldmann, Yung-Chih Chen, Don Towsley
Multi-Source Multi-Path HTTP (mHTTP): A Proposal. CoRR (2013)
Ramin Khalili, Nicolas Gast, Miroslav Popovic, Jean-Yves Le Boudec
MPTCP Is Not Pareto-Optimal: Performance Issues and a Possible Solution. IEEE/ACM Trans. Netw. 21 (5) (2013)
Christoph Paasch, Ramin Khalili, Olivier Bonaventure
On the benefits of applying experimental design to improve multipath TCP. CoNEXT (2013)
Philipp S. Schmidt, Theresa Enghardt, Ramin Khalili, Anja Feldmann
Socket intents: leveraging application awareness for multi-access connectivity. CoNEXT (2013)
Florin Ciucu, Ramin Khalili, Yuming Jiang, Liu Yang, Yong Cui
A System Theoretic Approach for Network Capacity in Finite Time and Space Regimes. CoRR (2013)
Yung-Chih Chen, Yeon-sup Lim, Richard J. Gibbens, Erich M. Nahum, Ramin Khalili, Don Towsley
A measurement-based study of MultiPath TCP performance over wireless networks. Internet Measurement Conference (2013)
Ramin Khalili, Nicolas Gast, Miroslav Popovic, Utkarsh Upadhyay, Jean-Yves Le Boudec
MPTCP is not pareto-optimal: performance issues and a possible solution. CoNEXT (2012)
Teklemariam Tsegay Tesfay, Ramin Khalili, Jean-Yves Le Boudec, Fred Richter, Albrecht J. Fehske
Energy saving and capacity gain of micro sites in regular LTE networks: downlink traffic layer analysis. PM2HW2N@MSWiM (2011)
Katerina Dufková, Jean-Yves Le Boudec, Miroslav Popovic, Milan Z. Bjelica, Ramin Khalili, Lukas Kencl
Energy consumption comparison between macro-micro and public femto deployment in a plausible LTE network. e-Energy (2011)
Ramin Khalili, Dennis Goeckel, Donald F. Towsley, Ananthram Swami
Neighbor Discovery with Reception Status Feedback to Transmitters. INFOCOM (2010)
Sudarshan Vasudevan, Donald F. Towsley, Dennis Goeckel, Ramin Khalili
Neighbor discovery in wireless networks and the coupon collector's problem. MobiCom (2009)
Ramin Khalili, James F. Kurose
A Distributed Minimum-Distortion Routing Algorithm with In-Network Data Processing. INFOCOM (2008)
Ramin Khalili, James F. Kurose
Practical Algorithms for Gathering Stored Correlated Data in a Network. SECON (2008)
Ramin Khalili, Kavé Salamatian
A tighter Cut-Set bound for the multi-terminal erasure channel without side information. ISIT (2006)
Ramin Khalili, Kavé Salamatian
A New Analytic Approach to Evaluation of Packet Error Rate in Wireless Networks. CNSR (2005)
Ramin Khalili, Kavé Salamatian
On the capacity of erasure relay channel: multi-relay case. ITW (2005)
Ramin Khalili, Kavé Salamatian
A New Relaying Scheme for Cheap Wireless Relay Nodes. WiOpt (2005)
Luigi Iannone, Ramin Khalili, Kavé Salamatian, Serge Fdida
Cross-layer routing in wireless mesh networks. ISWCS (2004)