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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Zhongzhe Hu

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Book Open access Jul 2026

UBEP: Re-architecting Expert Parallelism Communication Library for Production Superpods

UBEP (Unified-Bus Expert Parallelism), a production-ready communication library that rethinks MoE's All-to-All primitives for modern superpod architectures, and reduces All-to-All latency by up to 52% and MoE inference Time Per Output Token (TPOT) by up to 11.1%.

Yi-Peng Liu, Chang Liu, Sitan Shen et al. · 0 citations
Jul 2026

StrataCL: Fabric-Native Communication Library for Production Supernodes

StrataCL introduces registration-on-allocation to realize user-buffer direct communication, and designs communication operators with workload-balanced NPU-core partitioning and NPU-driven SDMA offloading to exploit supernode architecture features.

Tian-Cheng Hu, Jin Qin, Yu-Zheng Wang et al. · 0 citations

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