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researcher

Prateek Sharma

6 papers hereh-index 191.5k citations41 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • last author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.DC5
  • cs.LG1
same name
  • Prateek Sharma — 9 papers, h 3
  • Prateek Sharma — 7 papers, h 4
  • Prateek Sharma — 4 papers, h 3
  • Prateek Sharma — 2 papers, h 2
  • Prateek Sharma — 1 paper
  • Prateek Sharma — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedTaming Resource Heterogeneity In Distributed ML Training With Dynamic Batching

24 citations · 71 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 24 cited

Taming Resource Heterogeneity In Distributed ML Training With Dynamic Batching

Sahil Tyagi, Prateek Sharma

Current techniques and systems for distributed model training mostly assume that clusters are comprised of homogeneous servers with a constant resource availability. However, clust…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.