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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Swapnil Gandhi

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#artificial intelligence Preprint Sep 2026

Purlin: Separating Orchestration from the Datapath of Collectives

This work presents Purlin, a scale-up communication framework that separates semantics, orchestration, and the datapath for distributed inference from existing collective implementations, and introduces a shared orchestration protocol, Stage, Notify, And Consume (SNAC), which derives coordination from these specificati...

Osayamen Jonathan Aimuyo, Swapnil Gandhi, Christos Kozyrakis · 0 citations

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