ATC 2022

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2022 USENIX Annual Technical Conference

Homepage: https://www.usenix.org/conference/atc22

Paper list: https://www.usenix.org/conference/atc22/technical-sessions

Papers

DNN Inference

DVABatch: Diversity-aware Multi-Entry Multi-Exit Batching for Efficient Processing of DNN Services on GPUs [Personal Note, Code]
Serving Heterogeneous Machine Learning Models on Multi-GPU Servers with Spatio-Temporal Sharing [Personal Note, Code]
SOTER: Guarding Black-box Inference for General Neural Networks at the Edge [Personal Note, Code]

DNN Training

Whale: Efficient Giant Model Training over Heterogeneous GPUs [Personal Note, Code]

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