62 citations · 376 across the 37 of their papers we have counts for
3 papers · 1 filter
Boosting Resource-Constrained Federated Learning Systems with Guessed Updates
Mohamed Yassine Boukhari, Akash Dhasade, Anne-Marie Kermarrec +3
Federated learning (FL) enables a set of client devices to collaboratively train a model without sharing raw data. This process, though, operates under the constrained computation…
NVCache: A Plug-and-Play NVMM-based I/O Booster for Legacy Systems
Rémi Dulong, Rafael Pires, Andreia Correia +4
This paper introduces NVCache, an approach that uses a non-volatile main memory (NVMM) as a write cache to improve the write performance of legacy applications. We compare NVCache…
Security, Performance and Energy Implications of Hardware-assisted Memory Protection Mechanisms on Event-based Streaming Systems
Christian Göttel, Rafael Pires, Isabelly Rocha +4
Major cloud providers such as Amazon, Google and Microsoft provide nowadays some form of infrastructure as a service (IaaS) which allows deploying services in the form of virtual m…