8 citations · 15 across the 6 of their papers we have counts for
4 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…
Scheduling Bag-of-Tasks in Clouds using Spot and Burstable Virtual Machines
Luan Teylo, Luciana Arantes, Pierre Sens +1
Leading Cloud providers offer several types of Virtual Machines (VMs) in diverse contract models, with different guarantees in terms of availability and reliability. Among them, th…
A Bag-of-Tasks Scheduler Tolerant to Temporal Failures in Clouds
Luan Teylo, Lúcia Maria de A. Drummond, Luciana Arantes +1
Cloud platforms have emerged as a prominent environment to execute high performance computing (HPC) applications providing on-demand resources as well as scalability. They usually…
The Weakest Failure Detector for Eventual Consistency
Swan Dubois, Rachid Guerraoui, Petr Kuznetsov +2
In its classical form, a consistent replicated service requires all replicas to witness the same evolution of the service state. Assuming a message-passing environment with a major…