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20192026
most citedRobust Data Preprocessing for Machine-Learning-Based Disk Failure Prediction in Cloud Production Environments

11 citations · 11 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.DC2026

LUMEN: Coordinated Failure Recovery for Distributed LLM Serving

Zhang Cao, Shujie Han, Juncheng Zhang +3

Modern large language model (LLM) serving clusters distribute inference requests across multiple worker processes on different GPUs, but failures are prevalent at scale. When a wor…

cs.DC2026

TierCheck: Tiered Checkpointing for Fault Tolerance in Large Language Model Training

Shujie Han, Feng Jiang, Patrick P. C. Lee +5

Large Language Model (LLM) training is frequently interrupted by a heterogeneous spectrum of failures, from common GPU crashes to catastrophic cluster-wide outages. Existing checkp…