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 |