Matches in SemOpenAlex for { <https://semopenalex.org/work/W4377079775> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W4377079775 endingPage "6" @default.
- W4377079775 startingPage "1" @default.
- W4377079775 abstract "In Internet of Things (IoT)-based federated learning (FL), if IoT devices are located far from the base station (BS), they consume lots of energy to transmit the updated parameters to BS, which can cause energy depletion of IoT devices. To mitigate this problem, IoT devices can be clustered and the clustered IoT devices transmit the updated parameters to their cluster headers (CHs) instead of BS. However, if the aggregated data distribution in each cluster is non-independent and identically distributed (non-IID), the desired accuracy of the model cannot be achieved. In this paper, we propose an energy and distribution-aware cooperative clustering algorithm (EDA-CCA) where several IoT devices with a sufficient energy level are selected as CHs. By considering the distance to these CHs and BS and the data distribution of IoT devices, other IoT devices are clustered, and then a hierarchical parameter aggregation (i.e., sequential aggregation within each cluster and synchronous aggregation between CHs and FL server) is conducted. Evaluation results demonstrate that EDA-CCA can make the model having the desired accuracy with the lowest energy consumption among the comparison schemes." @default.
- W4377079775 created "2023-05-20" @default.
- W4377079775 creator A5004879505 @default.
- W4377079775 creator A5007398507 @default.
- W4377079775 date "2023-01-01" @default.
- W4377079775 modified "2023-09-29" @default.
- W4377079775 title "Energy and Distribution-Aware Cooperative Clustering Algorithm in Internet of Things (IoT)-Based Federated Learning" @default.
- W4377079775 doi "https://doi.org/10.1109/tvt.2023.3277438" @default.
- W4377079775 hasPublicationYear "2023" @default.
- W4377079775 type Work @default.
- W4377079775 citedByCount "0" @default.
- W4377079775 crossrefType "journal-article" @default.
- W4377079775 hasAuthorship W4377079775A5004879505 @default.
- W4377079775 hasAuthorship W4377079775A5007398507 @default.
- W4377079775 hasConcept C105795698 @default.
- W4377079775 hasConcept C11413529 @default.
- W4377079775 hasConcept C119599485 @default.
- W4377079775 hasConcept C120314980 @default.
- W4377079775 hasConcept C122123141 @default.
- W4377079775 hasConcept C124101348 @default.
- W4377079775 hasConcept C127413603 @default.
- W4377079775 hasConcept C141513077 @default.
- W4377079775 hasConcept C149635348 @default.
- W4377079775 hasConcept C154945302 @default.
- W4377079775 hasConcept C164866538 @default.
- W4377079775 hasConcept C186370098 @default.
- W4377079775 hasConcept C24590314 @default.
- W4377079775 hasConcept C2742236 @default.
- W4377079775 hasConcept C2780165032 @default.
- W4377079775 hasConcept C31258907 @default.
- W4377079775 hasConcept C33923547 @default.
- W4377079775 hasConcept C41008148 @default.
- W4377079775 hasConcept C68649174 @default.
- W4377079775 hasConcept C73555534 @default.
- W4377079775 hasConcept C79403827 @default.
- W4377079775 hasConcept C81860439 @default.
- W4377079775 hasConcept C82578977 @default.
- W4377079775 hasConcept C92835128 @default.
- W4377079775 hasConceptScore W4377079775C105795698 @default.
- W4377079775 hasConceptScore W4377079775C11413529 @default.
- W4377079775 hasConceptScore W4377079775C119599485 @default.
- W4377079775 hasConceptScore W4377079775C120314980 @default.
- W4377079775 hasConceptScore W4377079775C122123141 @default.
- W4377079775 hasConceptScore W4377079775C124101348 @default.
- W4377079775 hasConceptScore W4377079775C127413603 @default.
- W4377079775 hasConceptScore W4377079775C141513077 @default.
- W4377079775 hasConceptScore W4377079775C149635348 @default.
- W4377079775 hasConceptScore W4377079775C154945302 @default.
- W4377079775 hasConceptScore W4377079775C164866538 @default.
- W4377079775 hasConceptScore W4377079775C186370098 @default.
- W4377079775 hasConceptScore W4377079775C24590314 @default.
- W4377079775 hasConceptScore W4377079775C2742236 @default.
- W4377079775 hasConceptScore W4377079775C2780165032 @default.
- W4377079775 hasConceptScore W4377079775C31258907 @default.
- W4377079775 hasConceptScore W4377079775C33923547 @default.
- W4377079775 hasConceptScore W4377079775C41008148 @default.
- W4377079775 hasConceptScore W4377079775C68649174 @default.
- W4377079775 hasConceptScore W4377079775C73555534 @default.
- W4377079775 hasConceptScore W4377079775C79403827 @default.
- W4377079775 hasConceptScore W4377079775C81860439 @default.
- W4377079775 hasConceptScore W4377079775C82578977 @default.
- W4377079775 hasConceptScore W4377079775C92835128 @default.
- W4377079775 hasLocation W43770797751 @default.
- W4377079775 hasOpenAccess W4377079775 @default.
- W4377079775 hasPrimaryLocation W43770797751 @default.
- W4377079775 hasRelatedWork W1496498271 @default.
- W4377079775 hasRelatedWork W1576121997 @default.
- W4377079775 hasRelatedWork W1969634265 @default.
- W4377079775 hasRelatedWork W2022001678 @default.
- W4377079775 hasRelatedWork W2059713010 @default.
- W4377079775 hasRelatedWork W2142809861 @default.
- W4377079775 hasRelatedWork W2363021320 @default.
- W4377079775 hasRelatedWork W2906501616 @default.
- W4377079775 hasRelatedWork W3006186690 @default.
- W4377079775 hasRelatedWork W4313054840 @default.
- W4377079775 isParatext "false" @default.
- W4377079775 isRetracted "false" @default.
- W4377079775 workType "article" @default.