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Scalable Distributed DL Training: Batching Communication and Computation.

, , and . AAAI, page 5289-5296. AAAI Press, (2019)

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Elastic Parameter Server: Accelerating ML Training With Scalable Resource Scheduling., , and . IEEE Trans. Parallel Distributed Syst., 33 (5): 1128-1143 (2022)FlashByte: Improving Memory Efficiency with Lightweight Native Storage., , , and . CCGRID, page 61-70. IEEE, (2021)Troubleshooting distributed data analytics systems.. Middleware Doctoral Symposium, page 9-13. ACM, (2019)Profiling distributed systems in lightweight virtualized environments with logs and resource metrics., , , and . HPDC, page 168-179. ACM, (2018)Semantic-aware Workflow Construction and Analysis for Distributed Data Analytics Systems., , , and . HPDC, page 255-266. ACM, (2019)OS-Augmented Oversubscription of Opportunistic Memory with a User-Assisted OOM Killer., , , and . Middleware, page 28-40. ACM, (2019)It Can Understand the Logs, Literally., , , and . IPDPS Workshops, page 446-451. IEEE, (2019)Profiling Distributed Systems in Lightweight Virtualized Environments with Logs and Resource Metrics., , and . HPDC (Posters/Doctoral Consortium), page 9-10. ACM, (2018)Overlapping Communication With Computation in Parameter Server for Scalable DL Training., , , , and . IEEE Trans. Parallel Distributed Syst., 32 (9): 2144-2159 (2021)Scalable Distributed DL Training: Batching Communication and Computation., , and . AAAI, page 5289-5296. AAAI Press, (2019)