# A Communication-Efficient Hierarchical Federated Learning Framework via Shaping Data Distribution at Edge

> Research article (IEEE/ACM Transactions on Networking, 2024) · cited 54× · AI/ML

**Wikidata**: [openalex:W4391806767](https://www.wikidata.org/wiki/openalex:W4391806767)  
**Source**: https://4ort.xyz/entity/a-communication-efficient-hierarchical-federated-learning-framework-via-shaping-data-distribution-at-edge