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cs.DC2026
Understanding and Improving Communication Performance in Multi-node LLM Inference
Prajwal Singhania, Siddharth Singh, Lannie Dalton Hough +4
As large language models (LLMs) continue to grow in size, distributed inference has become increasingly important. Model-parallel strategies must now efficiently scale not only acr…
cs.DC2026
The Big Send-off: Scalable and Performant Collectives for Deep Learning
Siddharth Singh, Keshav Pradeep, Mahua Singh +2
Collective communication is becoming increasingly important in data center and supercomputer workloads with an increase in distributed AI related jobs. However, existing libraries…