Publications

Genuinely Distributed Byzantine Machine Learning (extended version)

EM. El Mhamdi, R. Guerraoui, A. Guirguis, LN. Hoang, S. Rouault

Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning)

EM. El Mhamdi, S. Farhadkhani, R. Guerraoui, A. Guirguis, LN. Hoang, S. Rouault

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GARFIELD: System Support for Byzantine Machine Learning (Regular Paper)

R. Guerraoui, A. Guirguis, J. Plassmann, A. Ragot, S. Rouault

PDF Code Video DOI

FeGAN: Scaling Distributed GANs

R. Guerraoui, A. Guirguis, AM. Kermarrec, EL. Merrer

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Genuinely Distributed Byzantine Machine Learning

EM. El Mhamdi, R. Guerraoui, A. Guirguis, LN. Hoang, S. Rouault

PDF Code Video DOI

Aggregathor: Byzantine Machine Learning via Robust Gradient Aggregation

G. Damaskinos, EM. El Mhamdi, R. Guerraoui, A. Guirguis, S. Rouault

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Cooperation-based Multi-hop Routing Protocol for Cognitive Radio Networks

A. Guirguis, M. Karmoose, K. Habak, M. El-Nainay, M. Youssef

Primary User-Aware Optimal Discovery Routing for Cognitive Radio Networks

A. Guirguis, F. Digham, K. Seddik, M. Ibrahim, K. Harras, M. Youssef

Channel Selection Scheme for Cooperative Routing Protocols in Cognitive Radio Networks

A. Guirguis, M. ElNainay

CRC: Collaborative Research and Teaching Testbed for Wireless Communications and Networks

S. Hanna, A. Guirguis, M. Mahdi, Y. El-Nakieb, M. Eldin, D. Saber

Cost-Effective Data Transfer for Mobile Health Care

Y. Khazbak, M. Izz, T. ElBatt, A. Fahim, A. Guirguis, M. Youssef

Primary User Aware k-Hop Routing for Cognitive Radio Networks

A. Guirguis, M. Ibrahim, K. Seddik, K. Harras, F. Digham, M. Youssef

Primary User-aware Network Coding for Multi-hop Cognitive Radio Networks

A. Guirguis, R. Guirguis, M. Youssef