2 papers
cs.IT2019
Stochastic Gradient Coding for Straggler Mitigation in Distributed Learning
Rawad Bitar, Mary Wootters, Salim El Rouayheb
We consider distributed gradient descent in the presence of stragglers. Recent work on \em gradient coding \em and \em approximate gradient coding \em have shown how to add redunda…
cs.IT2015
Securing Data against Limited-Knowledge Adversaries in Distributed Storage Systems
Rawad Bitar, Salim El Rouayheb
We study the problem of constructing secure regenerating codes that protect data integrity in distributed storage systems (DSS) in which some nodes may be compromised by a maliciou…