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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
FedPARL: Client Activity and Resource-Oriented Lightweight Federated Learning Model for Resource-Constrained Heterogeneous IoT Environment
Summary
FedPARL: Client Activity and Resource-Oriented Lightweight Federated Learning Model for Resource-Constrained Heterogeneous IoT Environment is a scholarly article[1].
Key Facts
FedPARL: Client Activity and Resource-Oriented Lightweight Federated Learning Model for Resource-Constrained Heterogeneous IoT Environment'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). FedPARL: Client Activity and Resource-Oriented Lightweight Federated Learning Model for Resource-Constrained Heterogeneous IoT Environment. Retrieved May 24, 2026, from https://4ort.xyz/entity/fedparl-client-activity-and-resource-oriented-lightweight-federated-learning-model-for-resource-constrained-heterogeneou
MLA“FedPARL: Client Activity and Resource-Oriented Lightweight Federated Learning Model for Resource-Constrained Heterogeneous IoT Environment.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/fedparl-client-activity-and-resource-oriented-lightweight-federated-learning-model-for-resource-constrained-heterogeneou.
BibTeX@misc{4ortxyz_fedparl-client-activity-and-resource-oriented-lightweight-federated-learning-model-for-resource-constrained-heterogeneou_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{FedPARL: Client Activity and Resource-Oriented Lightweight Federated Learning Model for Resource-Constrained Heterogeneous IoT Environment}}, year = {2026}, url = {https://4ort.xyz/entity/fedparl-client-activity-and-resource-oriented-lightweight-federated-learning-model-for-resource-constrained-heterogeneou}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): FedPARL: Client Activity and Resource-Oriented Lightweight Federated Learning Model for Resource-Constrained Heterogeneous IoT Environment — https://4ort.xyz/entity/fedparl-client-activity-and-resource-oriented-lightweight-federated-learning-model-for-resource-constrained-heterogeneou (retrieved 2026-05-24)
