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Open-source platform simulates LLM serving bottlenecks from chips to clusters

1 article1 sourcesince Nov 7Last article 43m ago ·

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LMSYS Org announces an open-source platform for finding bottlenecks in LLM serving, according to its post on X dated 2026-11-07.

Zhenhua Zhu of Tsinghua Shenzhen International Graduate School presents the platform. It models compute, memory, interconnects and serving software, covering scales from individual chips to clusters.

The report describes the platform's scope but gives no performance results, benchmarks or release details.

Written by AI from the articles below · updated Nov 7, 6:14 PM ET

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Latest developmentNov 7, 6:08 PM ET
Open-source platform simulates LLM serving bottlenecks from chips to clusters

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Nov 7
  1. LMSYS OrgOfficial
    Open-source platform simulates LLM serving bottlenecks from chips to clusters

    AIZhenhua Zhu of Tsinghua Shenzhen International Graduate School presents an open-source platform for finding bottlenecks in LLM serving. It models compute, memory, interconnects and serving software, from chips to clusters.

    Image from @lmsysorg's post

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