| Aggregathor: Byzantine machine learning via robust gradient aggregation G Damaskinos, EM El-Mhamdi, R Guerraoui, A Guirguis, S Rouault Proceedings of Machine Learning and Systems 1, 81-106, 2019 | 100 | 2019 |
| Collaborative learning in the jungle (decentralized, byzantine, heterogeneous, asynchronous and nonconvex learning) EM El-Mhamdi, S Farhadkhani, R Guerraoui, A Guirguis, LN Hoang, ... Advances in neural information processing systems 34, 25044-25057, 2021 | 67* | 2021 |
| Genuinely distributed byzantine machine learning EM El-Mhamdi, R Guerraoui, A Guirguis, LN Hoang, S Rouault Proceedings of the 39th Symposium on Principles of Distributed Computing …, 2020 | 64* | 2020 |
| Cooperation-based multi-hop routing protocol for cognitive radio networks A Guirguis, M Karmoose, K Habak, M El-Nainay, M Youssef Journal of Network and Computer Applications 110, 27-42, 2018 | 47* | 2018 |
| Fegan: Scaling distributed gans R Guerraoui, A Guirguis, AM Kermarrec, EL Merrer Proceedings of the 21st International Middleware Conference, 193-206, 2020 | 28 | 2020 |
| Garfield: System support for byzantine machine learning (regular paper) R Guerraoui, A Guirguis, J Plassmann, A Ragot, S Rouault 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems …, 2021 | 20* | 2021 |
| Primary user-aware optimal discovery routing for cognitive radio networks A Guirguis, F Digham, KG Seddik, M Ibrahim, KA Harras, M Youssef IEEE Transactions on Mobile Computing 18 (1), 193-206, 2018 | 20 | 2018 |
| Primary user aware k-hop routing for cognitive radio networks A Guirguis, M Ibrahim, K Seddik, K Harras, F Digham, M Youssef 2015 IEEE Global Communications Conference (GLOBECOM), 1-6, 2015 | 9 | 2015 |
| Channel selection scheme for cooperative routing protocols in cognitive radio networks A Guirguis, M ElNainay 2017 International Conference on Computing, Networking and Communications …, 2017 | 7 | 2017 |
| CRC: Collaborative research and teaching testbed for wireless communications and networks SS Hanna, A Guirguis, MA Mahdi, YA El-Nakieb, MA Eldin, DM Saber Proceedings of the Tenth ACM International Workshop on Wireless Network …, 2016 | 6 | 2016 |
| Cost-effective data transfer for mobile health care Y Khazbak, M Izz, T ElBatt, A Fahim, A Guirguis, M Youssef IEEE Systems Journal 11 (4), 2663-2674, 2016 | 5 | 2016 |
| Primary user-aware network coding for multi-hop cognitive radio networks A Guirguis, R Guirguis, M Youssef arXiv preprint arXiv:1408.2078, 2014 | 5 | 2014 |
| Fast machine learning with byzantine workers and servers RG El Mahdi El Mhamdi, A Guirguis arXiv preprint arXiv:1911.07537, 2019 | 3 | 2019 |
| System Support for Robust Distributed Learning AHA Guirguis EPFL, 2022 | 1 | 2022 |
| Accelerating Transfer Learning with Near-Data Computation on Cloud Object Stores A Guirguis, D Petrescu, F Dinu, DL Quoc, J Picorel, R Guerraoui arXiv preprint arXiv:2210.08650, 2022 | | 2022 |
| 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)| 978-1-6654-3572-7/21/$31.00© 2021 IEEE| DOI: 10.1109/DSN48987. 2021.00066 A Abuadbba, M Ahamad, A Ahmed, B Ahmed, ME Ahmed, H Alemzadeh, ... | | |
| DCL Y Allouah, K Antoniadis, OM Balmau, R Banabic, PF Blanchard, R Boichat, ... | | |
rachid guerraouiProfessor of Computer and Communication Systems, EPFLVerified email at epfl.ch
