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Biblio
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Filters: Author is Dheevatsa Mudigere [Clear All Filters]
OPER: Optimality-Guided Embedding Table Parallelization for Large-scale Recommendation Model. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :667--682.
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2024. TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs. 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23). :739--767.
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2023. Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models. 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22). :929--943.
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2022. Unity: Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization. 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22). :267--284.
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2022.