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Biblio
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Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation. 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI 24). :307--323.
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2024. nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training. 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI 24). :347--363.
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2024. SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute. 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22). :213--232.
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2022. AutoSys: The Design and Operation of Learning-Augmented Systems. 2020 USENIX Annual Technical Conference (USENIX ATC 20). :323--336.
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2020. HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees. 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20). :515--532.
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2020. Retiarii: A Deep Learning Exploratory-Training Framework. 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20). :919--936.
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2020. Gandiva: Introspective Cluster Scheduling for Deep Learning. 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18). :595--610.
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2018. Towards Web-based Delta Synchronization for Cloud Storage Services. 16th USENIX Conference on File and Storage Technologies (FAST 18). :155-168.
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2018.