Author

D. Shah

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Book Open access Aug 2026

Connecting 100K+ GPUs: Building the Communication Stack for Large-Scale LLM Training

This work presents Meta's network architecture and software stack designed to support one of the world's largest RoCE fabrics, currently connecting over 100,000 GPUs across multiple datacenter buildings, and introduces a scalable initialization strategy that reduces startup times by 11× via eager process group creation and O(N) topology discovery.

Hongyi Zeng, Min Si, Pavan Balaji et al. · Conference on Applications,... · 0 citations

#artificial intelligence Preprint Open access Aug 2026

Towards a Systems Foundation for Agentic Skills: Architecture, Lifecycle, and Security

A unified systems foundation and reference architecture for the agentic skills ecosystem is established, formalize skills as externalized procedural knowledge bridging high-level cognitive planning with deterministic execution environments, and systematically delineate the architecture across a nine-stage lifecycle.

Sanket Badhe, D. Shah, Priyanka Tiwari et al. · 0 citations