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20192026
most citedHyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning

32 citations · 32 across the 8 of their papers we have counts for

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cs.DC2026

Tackling the Data-Parallel Load Balancing Bottleneck in LLM Serving: Practical Online Routing at Scale

Tianci Bu, Yuan Lyu, Zixi Chen +6

Data-parallel (DP) load balancing has emerged as a first-order bottleneck in large-scale LLM serving. When a model is sharded across devices via tensor parallelism (TP) or expert p…