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AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models. 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23). :817--831.
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2023. ModelKeeper: Accelerating DNN Training via Automated Training Warmup. 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23). :769--785.
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2023. Oort: Efficient Federated Learning via Guided Participant Selection. 15th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 21). :19--35.
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2021. Sol: Fast Distributed Computation Over Slow Networks . 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20). :273--288.
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2020. To Relay or Not to Relay for Inter-Cloud Transfers? 10th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 18).
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2018.