Arsany Hany Abdelmessih Guirguis
EPFL IC IINFCOM DCL
INR 313 (Bâtiment INR)
Station 14
CH-1015 Lausanne
Web site: Site web: https://dcl.epfl.ch/
Domaines de compétences
Machine Learning
Distributed Systems
Byzantine Resilience
Distributed Systems
Byzantine Resilience
Biographie
I am a fifth-year Ph.D. student at École Polytechnique Fédérale de Lausanne (EPFL) in Switzerland. I work in the Distributed Computing Lab (DCL) under the supervision of Prof. Rachid Guerraoui. My research interests include distributed machine learning, communication efficiency, and fault tolerance. In particular, I am interested in building scalable and trustworthy distributed machine learning systems.
Prior to joining EPFL, I received my Bachelor’s and Master’s Degree from Alexandria University in Egypt in July 2014 and January 2017 respectively. I graduated with “Distinction with Honor”, and I ranked first in my class. Back then, I worked as a Research Assistant at the Computer and Systems Engineering Department, Alexandria University, Egypt under the supervision of Prof. Moustafa Youssef and Prof. Mustafa ElNainay.
Publications
Sélection de publications
| Rachid Guerraoui, Arsany Guirguis, Jérémy Plassmann, Anton Ragot, Sébastien Rouault 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) |
GARFIELD: System Support for Byzantine Machine Learning |
| Rachid Guerraoui, Arsany Guirguis, Anne-Marie Kermarrec, Erwan Le Merrer ACM/IFIP Middleware 2020 |
FeGAN: Scaling Distributed GANs |
| El Mahdi El Mhamdi, Rachid Guerraoui, Arsany Guirguis, Lê Nguyên Hoang, Sebastien Rouault ACM Symposium on Principles of Distributed Computing (PODC), 2020 |
Genuinely Distributed Byzantine Machine Learning |
| Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sebastien Rouault 1st Conference on Systems and Machine Learning (SysML), 2019 |
AggregaThor: Byzantine Machine Learning via Robust Gradient Aggregation |
| Arsany Guirguis, Fadel Digham, Karim Seddik, Mohamed Ibrahim, Khaled Harras, Moustafa Youssef IEEE Transactions on Mobile Computing (TMC), January 2019 |
Primary User-aware Optimal Discovery Routing for Cognitive Radio Networks |
| Arsany Guirguis, Mohammed Karmoose, Karim Habak, Mustafa ElNainay, Moustafa Youssef Elsevier Journal of Network and Computer Applications (JNCA), March 2018 |
Cooperation-based multi-hop routing protocol for cognitive radio networks |
| Arsany Guirguis, Raymond Guirguis, Moustafa Youssef IEEE Global Communications Conference (GLOBECOM), 2014 |
Primary user-aware network coding for multi-hop cognitive radio networks |