72 citations · 369 across the 34 of their papers we have counts for
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math.PR2022★ 3 cited
Exploiting Data Locality to Improve Performance of Heterogeneous Server Clusters
Zhisheng Zhao, Debankur Mukherjee, Ruoyu Wu
We consider load balancing in large-scale heterogeneous server systems in the presence of data locality that imposes constraints on which tasks can be assigned to which servers. Th…
cs.LG2022★ 3 cited
Smoothed Online Optimization with Unreliable Predictions
Daan Rutten, Nico Christianson, Debankur Mukherjee +1
We examine the problem of smoothed online optimization, where a decision maker must sequentially choose points in a normed vector space to minimize the sum of per-round, non-convex…