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20112026
most citedThe Hidden Vulnerability of Distributed Learning in Byzantium

555 citations · 1k across the 61 of their papers we have counts for

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Showing 2019Show all

11 papers · 1 filter

cs.DC2019★ 1 cited

Can 100 Machines Agree?

Rachid Guerraoui, Jad Hamza, Dragos-Adrian Seredinschi +1

Agreement protocols have been typically deployed at small scale, e.g., using three to five machines. This is because these protocols seem to suffer from a sharp performance decay.…

cs.LG2019★ 2 cited

Fast Machine Learning with Byzantine Workers and Servers

El Mahdi El Mhamdi, Rachid Guerraoui, Arsany Guirguis

Machine Learning (ML) solutions are nowadays distributed and are prone to various types of component failures, which can be encompassed in so-called Byzantine behavior. This paper…

cs.DC2019★ 17 cited

Scalable Byzantine Reliable Broadcast (Extended Version)

Rachid Guerraoui, Petr Kuznetsov, Matteo Monti +3

Byzantine reliable broadcast is a powerful primitive that allows a set of processes to agree on a message from a designated sender, even if some processes (including the sender) ar…

cs.DC2019

Gathering with extremely restricted visibility

Rachid Guerraoui, Alexandre Maurer

We consider the classical problem of making mobile processes gather or converge at a same position (as performed by swarms of animals in Nature). Existing works assume that each pr…

cs.DC2019★ 75 cited

The Consensus Number of a Cryptocurrency (Extended Version)

Rachid Guerraoui, Petr Kuznetsov, Matteo Monti +2

Many blockchain-based algorithms, such as Bitcoin, implement a decentralized asset transfer system, often referred to as a cryptocurrency. As stated in the original paper by Nakamo…

cs.DC2019

The Impact of RDMA on Agreement

Marcos K. Aguilera, Naama Ben-David, Rachid Guerraoui +2

Remote Direct Memory Access (RDMA) is becoming widely available in data centers. This technology allows a process to directly read and write the memory of a remote host, with a mec…