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cs.DC2026
CIR: Lightweight Container Image for Cross-Platform Deployment
Fengzhi Li, Xiaohui Peng, Qingru Xu +6
In modern cloud and heterogeneous distributed infrastructures, container images are widely used as the deployment unit for machine learning applications. An image bundles the appli…
cs.DC2024★ 1 cited
Towards Universal Performance Modeling for Machine Learning Training on Multi-GPU Platforms
Zhongyi Lin, Ning Sun, Pallab Bhattacharya +3
Characterizing and predicting the training performance of modern machine learning (ML) workloads on compute systems with compute and communication spread between CPUs, GPUs, and ne…