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researcher

E. K. Ardestani

7 papers hereh-index 13761 citations25 works total

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

author position
  • first author2
  • middle author4
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.DC3
  • cs.AR2
  • cs.IR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedSoftware-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models

3 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.IR2023

MTrainS: Improving DLRM training efficiency using heterogeneous memories

Hiwot Tadese Kassa, Paul Johnson, Jason Akers +7

Recommendation models are very large, requiring terabytes (TB) of memory during training. In pursuit of better quality, the model size and complexity grow over time, which requires…

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