Data Conference Databasea Query.Farm index
Speakers

Abhinav Srivastav

Employers on the program

  1. 2026TraceOpt1 talk
Events1
Conferences1
Talks1
Years active2026

The year around now

Talks in the past 12 months and announced talks ahead, one row per conference, January to December. Hover a mark for the talk.

JanFebMarAprMayJunJulAugSepOctNovDecPyTorch ConferencePyTorch Conference
Held in the past 12 months Next 12 months Today, Nov 10, 2026

Appearances by year

201920202021202220232024202520262027
  • PyTorch Conference

Talks

DateEventConferenceRoleTitleLinks
Apr 7, 2026PyTorch Conference Europe 2026PyTorch Conferencelightning talkLightning Talk: Step-Aligned Telemetry for Distributed PyTorch Training (Time & Memory Attribution Across Ranks)
as TraceOpt
Distributed PyTorch training often looks healthy in system dashboards; GPU utilization is high, memory is stable and yet throughput degrades, steps jitter, or…Show less

Distributed PyTorch training often looks healthy in system dashboards; GPU utilization is high, memory is stable and yet throughput degrades, steps jitter, or GPUs go idle intermittently. The core issue is misalignment: most telemetry is sampled by time, while training progresses by "steps", and...

Frequent co-speakers

No one else spoke at two or more of the same events.

Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.