# FedPARL: Client Activity and Resource-Oriented Lightweight Federated Learning Model for Resource-Constrained Heterogeneous IoT Environment

> Research article (Frontiers in Communications and Networks, 2021) · cited 27× · AI/ML

**Wikidata**: [openalex:W3157640530](https://www.wikidata.org/wiki/openalex:W3157640530)  
**Source**: https://4ort.xyz/entity/fedparl-client-activity-and-resource-oriented-lightweight-federated-learning-model-for-resource-constrained-heterogeneou