48 citations · 60 across the 6 of their papers we have counts for
3 papers · 1 filter
Noise in the Clouds: Influence of Network Performance Variability on Application Scalability
Daniele De Sensi, Tiziano De Matteis, Konstantin Taranov +3
Cloud computing represents an appealing opportunity for cost-effective deployment of HPC workloads on the best-fitting hardware. However, although cloud and on-premise HPC systems…
HammingMesh: A Network Topology for Large-Scale Deep Learning
Torsten Hoefler, Tommaso Bonato, Daniele De Sensi +7
Numerous microarchitectural optimizations unlocked tremendous processing power for deep neural networks that in turn fueled the AI revolution. With the exhaustion of such optimizat…
Building Blocks for Network-Accelerated Distributed File Systems
Salvatore Di Girolamo, Daniele De Sensi, Konstantin Taranov +5
High-performance clusters and datacenters pose increasingly demanding requirements on storage systems. If these systems do not operate at scale, applications are doomed to become I…