1 citations · 1 across the 3 of their papers we have counts for
3 papers · 1 filter
Multi-FedLS: a Framework for Cross-Silo Federated Learning Applications on Multi-Cloud Environments
Rafaela C. Brum, Maria Clicia Stelling de Castro, Luciana Arantes +2
Federated Learning (FL) is a distributed Machine Learning (ML) technique that can benefit from cloud environments while preserving data privacy. We propose Multi-FedLS, a framework…
Analysis of a Stochastic Model of Replication in Large Distributed Storage Systems: A Mean-Field Approach
Wen Sun, Véronique Simon, Sébastien Monnet +2
Distributed storage systems such as Hadoop File System or Google File System (GFS) ensure data availability and durability using replication. This paper is focused on the analysis…
The Impact Failure Detector
Anubis G. M. Rossetto, Cláudio F. R. Geyer, Luciana Arantes +1
This work proposes a new and flexible unreliable failure detector whose output is related to the trust level of a set of processes. By expressing the relevance of each process of t…