activity
20162022
most citedThe Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for Networks

28 citations · 39 across the 5 of their papers we have counts for

collaborators

9 papers

cs.DC2022

Asynchronous Byzantine Reliable Broadcast With a Message Adversary

Timothé Albouy, Davide Frey, Michel Raynal +1

This paper considers the problem of reliable broadcast in asynchronous authenticated systems, in which n processes communicate using signed messages and up to t processes may behav…

cs.NI202128 cited

The Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for Networks

José Suárez-Varela, Miquel Ferriol-Galmés, Albert López +21

During the last decade, Machine Learning (ML) has increasingly become a hot topic in the field of Computer Networks and is expected to be gradually adopted for a plethora of contro…

cs.CR2021

: A Rock-Solid Foundation for Epidemic Consensus Algorithms in Very Large, Very Open Networks

Alex Auvolat, Yérom-David Bromberg, Davide Frey +1

Recent works have proposed new Byzantine consensus algorithms for blockchains based on epidemics, a design which enables highly scalable performance at a low cost. These methods ho…

cs.DC2020

Money Transfer Made Simple: a Specification, a Generic Algorithm, and its Proof

Alex Auvolat, Davide Frey, Michel Raynal +1

It has recently been shown that, contrarily to a common belief, money transfer in the presence of faulty (Byzantine) processes does not require strong agreement such as consensus.…

cs.LG2020

FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction

Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec +3

Federated Learning (FL) is very appealing for its privacy benefits: essentially, a global model is trained with updates computed on mobile devices while keeping the data of users l…

cs.AI2020

DiagNet: towards a generic, Internet-scale root cause analysis solution

Loïck Bonniot, Christoph Neumann, François Taïani

Diagnosing problems in Internet-scale services remains particularly difficult and costly for both content providers and ISPs. Because the Internet is decentralized, the cause of su…