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HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association
Research article (IEEE Transactions on Parallel and Distributed Systems, 2023) · cited 81× · AI/ML
HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association
Summary
HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association is a scholarly article[1].
Key Facts
HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association's instance of is recorded as scholarly article[2].
References
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association. Retrieved May 24, 2026, from https://4ort.xyz/entity/hiflash-communication-efficient-hierarchical-federated-learning-with-adaptive-staleness-control-and-heterogeneity-aware-
MLA“HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/hiflash-communication-efficient-hierarchical-federated-learning-with-adaptive-staleness-control-and-heterogeneity-aware-.
BibTeX@misc{4ortxyz_hiflash-communication-efficient-hierarchical-federated-learning-with-adaptive-staleness-control-and-heterogeneity-aware-_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association}}, year = {2026}, url = {https://4ort.xyz/entity/hiflash-communication-efficient-hierarchical-federated-learning-with-adaptive-staleness-control-and-heterogeneity-aware-}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association — https://4ort.xyz/entity/hiflash-communication-efficient-hierarchical-federated-learning-with-adaptive-staleness-control-and-heterogeneity-aware- (retrieved 2026-05-24)
