13 citations · 17 across the 11 of their papers we have counts for
13 papers
One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization
Tuan-Anh Nguyen, Nguyen Kim Thang, Denis Trystram
Decentralized learning has been studied intensively in recent years motivated by its wide applications in the context of federated learning. The majority of previous research focus…
Online Decentralized Frank-Wolfe: From theoretical bound to applications in smart-building
Angan Mitra, Nguyen Kim Thang, Tuan-Anh Nguyen +2
The design of decentralized learning algorithms is important in the fast-growing world in which data are distributed over participants with limited local computation resources and…
Scheduling with a processing time oracle
Fanny Dufossé, Christoph Dürr, Noël Nadal +2
In this paper we study a single machine scheduling problem with the objective of minimizing the sum of completion times. Each of the given jobs is either short or long. However the…
Work Stealing Simulator
Mohammed Khatiri, Denis Trystram, Frédéric Wagner
We present in this paper a Work Stealing lightweight PYTHON simulator. Our simulator is used to execute an application (list of tasks with or without dependencies), on a multiple p…
Work Stealing with latency
Mohammed Khatiri, Denis Trystram, Frederic Wagner
We study in this paper the impact of communication latency on the classical Work Stealing load balancing algorithm. Our approach considers existing performance models and the under…
A new analysis of Work Stealing with latency
Nicolas Gast, Mohammed Khatiri, Denis Trystram +1
We study in this paper the impact of communication latency on the classical Work Stealing load balancing algorithm. Our paper extends the reference model in which we introduce a la…