# AMBLE: Adjusting mini-batch and local epoch for federated learning with heterogeneous devices

> Research article (Journal of Parallel and Distributed Computing, 2022) · cited 34× · AI/ML

**Wikidata**: [openalex:W4288459131](https://www.wikidata.org/wiki/openalex:W4288459131)  
**Source**: https://4ort.xyz/entity/amble-adjusting-mini-batch-and-local-epoch-for-federated-learning-with-heterogeneous-devices