Alibaba Cloud says it cut Nvidia AI GPU use by 82% with new pooling system— up to 9x increase in output lets 213 GPUs perform like 1,192

www.tomshardware.com

Alibaba Cloud says it cut Nvidia AI GPU use by 82% with new pooling system— up to 9x increase in output lets 213 GPUs perform like 1,192

www.tomshardware.com

cm0002@lemmings.world to

Technology@lemmy.zipEnglish · 21 days ago

A paper presented at SOSP 2025 details how token-level scheduling helped one GPU serve multiple LLMs, reducing demand from 1,192 to 213 H20s.

You must log in or register to comment.

Chat

Technology@lemmy.zip

technology@lemmy.zip

Create a post

You are not logged in. However you can subscribe from another Fediverse account, for example Lemmy or Mastodon. To do this, paste the following into the search field of your instance: !technology@lemmy.zip

Which posts fit here?

Anything that is at least tangentially connected to the technology, social media platforms, informational technologies and tech policy.

Post guidelines

[Opinion] prefix

Opinion (op-ed) articles must use [Opinion] prefix before the title.

Rules

1. English only

Title and associated content has to be in English.

2. Use original link

Post URL should be the original link to the article (even if paywalled) and archived copies left in the body. It allows avoiding duplicate posts when cross-posting.

3. Respectful communication

All communication has to be respectful of differing opinions, viewpoints, and experiences.

4. Inclusivity

Everyone is welcome here regardless of age, body size, visible or invisible disability, ethnicity, sex characteristics, gender identity and expression, education, socio-economic status, nationality, personal appearance, race, caste, color, religion, or sexual identity and orientation.

5. Ad hominem attacks

Any kind of personal attacks are expressly forbidden. If you can’t argue your position without attacking a person’s character, you already lost the argument.

6. Off-topic tangents

Stay on topic. Keep it relevant.

7. Instance rules may apply

If something is not covered by community rules, but are against lemmy.zip instance rules, they will be enforced.

Companion communities

!globalnews@lemmy.zip
!interestingshare@lemmy.zip

Icon attribution | Banner attribution

If someone is interested in moderating this community, message @brikox@lemmy.zip.

Visibility: Public

This community can be federated to other instances and be posted/commented in by their users.

10 users / day
10 users / week
17 users / month
32 users / 6 months
0 local subscribers
4.49K subscribers
261 Posts
0 Comments
Modlog

mods:
BrikoX@lemmy.zip