13 citations · 18 across the 7 of their papers we have counts for
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cs.DC2021★ 4 cited
LocalNewton: Reducing Communication Bottleneck for Distributed Learning
Vipul Gupta, Avishek Ghosh, Michal Derezinski +3
To address the communication bottleneck problem in distributed optimization within a master-worker framework, we propose LocalNewton, a distributed second-order algorithm with loca…
cs.DC2018
Faster Data-access in Large-scale Systems: Network-scale Latency Analysis under General Service-time Distributions
Avishek Ghosh, Kannan Ramchandran
In cloud storage systems with a large number of servers, files are typically not stored in single servers. Instead, they are split, replicated (to ensure reliability in case of ser…