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20242026
most citedTowards Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach

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cs.DC2026

Scheduling Coflows in Multi-Core OCS Networks with Performance Guarantee

Xin Wang, Hong Shen, Hui Tian +1

The coflow abstraction captures application-level communication patterns and enables coordinated scheduling of parallel flows to reduce job completion times in distributed systems.…