R
Rachid Guerraoui
Researcher at École Polytechnique Fédérale de Lausanne
Publications - 603
Citations - 23263
Rachid Guerraoui is an academic researcher from École Polytechnique Fédérale de Lausanne. The author has contributed to research in topics: Computer science & Distributed algorithm. The author has an hindex of 66, co-authored 565 publications receiving 21306 citations. Previous affiliations of Rachid Guerraoui include École Polytechnique & École Normale Supérieure.
Papers
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Book ChapterDOI
Foundations of speculative distributed computing
TL;DR: This poster presents a probabilistic reconstruction of the response of the immune system to repeated exposure to EPFL-conf-172030 high-energy particles and shows clear patterns of decline in the number of immune response cells.
Posted Content
Fast Machine Learning with Byzantine Workers and Servers
TL;DR: LiuBei is introduced, a Byzantine-resilient ML algorithm that does not trust any individual component in the network, nor does it induce additional communication rounds (on average), compared to standard non-Byzantine resilient algorithms.
Posted Content
Collaborative Learning in the Jungle
El-Mahdi El-Mhamdi,Sadegh Farhadkhani,Rachid Guerraoui,Arsany Guirguis,Lê Nguyên Hoang,Sébastien Rouault +5 more
TL;DR: In this paper, the authors prove that collaborative learning is equivalent to a new form of agreement, which they call averaging agreement, where nodes start each with an initial vector and seek to approximately agree on a common vector, which is close to the average of honest nodes' initial vectors.
Proceedings ArticleDOI
Brief announcement: transaction polymorphism
Vincent Gramoli,Rachid Guerraoui +1 more
TL;DR: This work presents transaction polymorphism, a synchronization technique that consists of providing more control to the programmer than traditional (i.e., monomorphic) transactions to achieve comparable performance to generic lock-based and lock-free solutions.
Journal ArticleDOI
An open framework for reliable distributed computing
TL;DR: This paper gives an overview of an open object oriented framework for reliable distributed computing named BAST, which provides abstractions for building reliable distributed protocols such as atomic commitment and total order broadcast.