Mounssif Krouka

15 papers B 4C 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Communication Efficient Differentially Private Federated Learning Using Second Order Information.
Proc. Priv. Enhancing Technol.
Mounssif Krouka, Antti Koskela, Tejas D. Kulkarni
2025 J jnl
Communication-Efficient and Interoperable Distributed Learning.
CoRR
Mounssif Krouka, Mehdi Bennis
2025 J jnl
Distributionally Robust Federated Learning with Client Drift Minimization.
CoRR
Mounssif Krouka, Chaouki Ben Issaid, Mehdi Bennis
2025 — conf
Leveraging ADROIT6G for Enhanced Reliability and Efficiency of Rail Automation Infrastructure.
NFV-SDN
Carlos Guimarães, Elizaveta Boriskova, Yannic Breiting, Erin E. Seder, Giacomo Bernini, Iacovos Ioannou, Christophoros Christophorou, Carla-Fabiana Chiasserini, Dinesh Selvaraj, Chaouki Ben Issaid, Mounssif Krouka, Chamith Mawela, Swastika Roy, John S. Vardakas, Christos V. Verikoukis
2023 B conf
Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning.
WCNC
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2022 J jnl
Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation.
IEEE Trans. Green Commun. Netw.
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2022 J jnl
Communication-Efficient and Federated Multi-Agent Reinforcement Learning.
IEEE Trans. Cogn. Commun. Netw.
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2021 B conf
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation.
GLOBECOM
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2021 J jnl
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation.
CoRR
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2021 B conf
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels.
PIMRC
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2021 J jnl
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels.
CoRR
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2020 J jnl
Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming.
CoRR
Mounssif Krouka, Anis Elgabli, Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Vaneet Aggarwal
2020 B conf
Maximum Allowable Transfer Interval Aware Scheduling for Wireless Remote Monitoring.
WCNC
Mounssif Krouka, Anis Elgabli, Mehdi Bennis
2019 C conf
Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks.
ISCC
Anis Elgabli, Hamza Khan, Mounssif Krouka, Mehdi Bennis
2018 J jnl
Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks.
CoRR
Anis Elgabli, Hamza Khan, Mounssif Krouka, Mehdi Bennis