STrack: A Reliable Multipath Transport for AI/ML Clusters

Emerging artificial intelligence (AI) and machine learning (ML) workloads present new challenges of managing the collective communication used in distributed training across hundreds or even thousands of GPUs. This paper presents STrack, a novel hardware-offloaded reliable transport protocol aimed a...

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Hauptverfasser:	Le, Yanfang, Pan, Rong, Newman, Peter, Blendin, Jeremias, Kabbani, Abdul, Jain, Vipin, Sivaramu, Raghava, Matus, Francis
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Networking and Internet Architecture
Online-Zugang:	Volltext bestellen
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