Data Conference Databasea Query.Farm index
Speakers

Zain Huda

Employers on the program

  1. 2026Meta1 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.

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Held in the past 12 months Next 12 months Today, Nov 9, 2026

Appearances by year

201920202021202220232024202520262027
  • PyTorch Conference

Talks

DateEventConferenceRoleTitleLinks
Apr 7, 2026PyTorch Conference Europe 2026PyTorch Conferencelightning talkLightning Talk: Scaling Recommendation Systems To 2K GPUs and Beyond
as Meta
TLDR: In this session, we go over one of the key technologies to Ads model scaling at Meta, 2D sparse parallelism. Which scales sparse recommendation embedding…Show less

TLDR: In this session, we go over one of the key technologies to Ads model scaling at Meta, 2D sparse parallelism. Which scales sparse recommendation embedding tables beyond 1k GPUs to 8k GPUs - enabling the largest Ads model training runs in production at Meta. Scaling Laws have dominated LLMs 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.