Biblio

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2023
Lai F, Zhang W, Liu R, Tsai W, Wei X, Hu Y, Devkota S, Huang J, Park J, Liu X et al..  2023.  AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models. 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23). :817--831.
Lai F, Dai Y, Madhyastha HV, Chowdhury M.  2023.  ModelKeeper: Accelerating DNN Training via Automated Training Warmup. 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23). :769--785.
2021
Lai F, Zhu X, Madhyastha HV, Chowdhury M.  2021.  Oort: Efficient Federated Learning via Guided Participant Selection. 15th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 21). :19--35.
2020
Lai F, You J, Zhu X, Madhyastha HV, Chowdhury M.  2020.  Sol: Fast Distributed Computation Over Slow Networks . 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20). :273--288.
2018
Lai F, Chowdhury M, Madhyastha H.  2018.  To Relay or Not to Relay for Inter-Cloud Transfers? 10th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 18).