# 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

**Wikidata**: [openalex:W4320001239](https://www.wikidata.org/wiki/openalex:W4320001239)  
**Source**: https://4ort.xyz/entity/hiflash-communication-efficient-hierarchical-federated-learning-with-adaptive-staleness-control-and-heterogeneity-aware-