index.html

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alt_title: "ATP"
sub_title: "In-network Aggregation for Multi-tenant Learning"
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introduction: |
  ATP uses emerging programmable switch hardware to support in-network aggregation at multiple rack switches in a cluster to speedup DT jobs. 
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  ATP outperforms existing systems accelerating training throughput by up to 38% - 66% in a multi-rack cluster shared by multiple DT jobs.

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actions:
  - label: "Source Code"
    icon: github
    url: "https://github.com/ATP-NSDI/ATP/"
  - label: "Paper"
    icon: download
    url: "https://laochanlam.com/files/atp.pdf"
---