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Guest Editorial: Interplay Between Machine Learning and Networking Systems.

, , , , , and . IEEE Netw., 37 (4): 72-73 (July 2023)

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GADGET: Online Resource Optimization for Scheduling Ring-All-Reduce Learning Jobs., , , , , and . INFOCOM, page 1569-1578. IEEE, (2022)Two-level Graph Caching for Expediting Distributed GNN Training., , and . INFOCOM, page 1-10. IEEE, (2023)A Sum-of-Ratios Multi-Dimensional-Knapsack Decomposition for DNN Resource Scheduling., , , and . INFOCOM, page 1-10. IEEE, (2021)Near-Optimal Topology-adaptive Parameter Synchronization in Distributed DNN Training., , and . INFOCOM, page 1-10. IEEE, (2021)SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training., , , , , , , and . NeurIPS, (2022)Accelerating large-scale distributed neural network training with SPMD parallelism., , , , and . SoCC, page 403-418. ACM, (2022)Swift: Expedited Failure Recovery for Large-Scale DNN Training., , , , and . PPoPP, page 447-449. ACM, (2023)dPRO: A Generic Performance Diagnosis and Optimization Toolkit for Expediting Distributed DNN Training., , , , , , , and . MLSys, mlsys.org, (2022)WN-Salience: A Corpus of News Articles with Entity Salience Annotations., , , and . LREC, page 2095-2102. European Language Resources Association, (2020)Efficient Iterative Frequency Domain Equalization for Single Carrier System with Insufficient Cyclic Prefix., , , and . IEICE Trans. Commun., 94-B (7): 2174-2177 (2011)