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Enhancing Large-Scale AI Training Efficiency: the C4 Solution for Real-Time Anomaly Detection and Communication Optimization

Jianbo Dong, Bin Luo, Jun Zhang,Pengcheng Zhang,Fei Feng, Yikai Zhu, Ang Liu, Zian Chen, Yi Shi, Hairong Jiao, Gang Lu,Yu Guan,Ennan Zhai,Wencong Xiao,Hanyu Zhao,Man Yuan,Siran Yang, Xiang Li,Jiamang Wang,Rui Men,Jianwei Zhang,Chang Zhou,Dennis Cai,Yuan Xie,Binzhang Fu

International Symposium on High-Performance Computer Architecture（2025）

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distributed training,llm,large-scale ai clusters,fault detection
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