Matches in SemOpenAlex for { <https://semopenalex.org/work/W4282912897> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W4282912897 endingPage "1217" @default.
- W4282912897 startingPage "1201" @default.
- W4282912897 abstract "Edge computing is a cloud computing extension where physical computers are installed closer to the device to minimize latency. The task of edge data centers is to include a growing abundance of applications with a small capability in comparison to conventional data centers. Under this framework, Federated Learning was suggested to offer distributed data training strategies by the coordination of many mobile devices for the training of a popular Artificial Intelligence (AI) model without actually revealing the underlying data, which is significantly enhanced in terms of privacy. Federated learning (FL) is a recently developed decentralized profound learning methodology, where customers train their localized neural network models independently using private data, and then combine a global model on the core server together. The models on the edge server use very little time since the edge server is highly calculated. But the amount of time it takes to download data from smartphone users on the edge server has a significant impact on the time it takes to complete a single cycle of FL operations. A machine learning strategic planning system that uses FL in conjunction to minimise model training time and total time utilisation, while recognising mobile appliance energy restrictions, is the focus of this study. To further speed up integration and reduce the amount of data, it implements an optimization agent for the establishment of optimal aggregation policy and asylum architecture with several employees’ shared learners. The main solutions and lessons learnt along with the prospects are discussed. Experiments show that our method is superior in terms of the effective and elastic use of resources." @default.
- W4282912897 created "2022-06-16" @default.
- W4282912897 creator A5000368621 @default.
- W4282912897 creator A5054009301 @default.
- W4282912897 date "2023-01-01" @default.
- W4282912897 modified "2023-09-27" @default.
- W4282912897 title "Optimal and Effective Resource Management in Edge Computing" @default.
- W4282912897 cites W2615459164 @default.
- W4282912897 cites W2751904527 @default.
- W4282912897 cites W2753089952 @default.
- W4282912897 cites W2754764339 @default.
- W4282912897 cites W2765457177 @default.
- W4282912897 cites W2766805312 @default.
- W4282912897 cites W2786075294 @default.
- W4282912897 cites W2807706688 @default.
- W4282912897 cites W2966935339 @default.
- W4282912897 cites W2989120265 @default.
- W4282912897 cites W2998045710 @default.
- W4282912897 cites W3015636663 @default.
- W4282912897 cites W3043758338 @default.
- W4282912897 cites W3048841343 @default.
- W4282912897 cites W3106445841 @default.
- W4282912897 cites W3109847748 @default.
- W4282912897 cites W3111182214 @default.
- W4282912897 doi "https://doi.org/10.32604/csse.2023.024868" @default.
- W4282912897 hasPublicationYear "2023" @default.
- W4282912897 type Work @default.
- W4282912897 citedByCount "0" @default.
- W4282912897 crossrefType "journal-article" @default.
- W4282912897 hasAuthorship W4282912897A5000368621 @default.
- W4282912897 hasAuthorship W4282912897A5054009301 @default.
- W4282912897 hasBestOaLocation W42829128971 @default.
- W4282912897 hasConcept C108583219 @default.
- W4282912897 hasConcept C111919701 @default.
- W4282912897 hasConcept C120314980 @default.
- W4282912897 hasConcept C120665830 @default.
- W4282912897 hasConcept C121332964 @default.
- W4282912897 hasConcept C138236772 @default.
- W4282912897 hasConcept C154945302 @default.
- W4282912897 hasConcept C162307627 @default.
- W4282912897 hasConcept C192209626 @default.
- W4282912897 hasConcept C2778456923 @default.
- W4282912897 hasConcept C2780154274 @default.
- W4282912897 hasConcept C31258907 @default.
- W4282912897 hasConcept C41008148 @default.
- W4282912897 hasConcept C50644808 @default.
- W4282912897 hasConcept C76155785 @default.
- W4282912897 hasConcept C79974875 @default.
- W4282912897 hasConcept C82876162 @default.
- W4282912897 hasConcept C93996380 @default.
- W4282912897 hasConceptScore W4282912897C108583219 @default.
- W4282912897 hasConceptScore W4282912897C111919701 @default.
- W4282912897 hasConceptScore W4282912897C120314980 @default.
- W4282912897 hasConceptScore W4282912897C120665830 @default.
- W4282912897 hasConceptScore W4282912897C121332964 @default.
- W4282912897 hasConceptScore W4282912897C138236772 @default.
- W4282912897 hasConceptScore W4282912897C154945302 @default.
- W4282912897 hasConceptScore W4282912897C162307627 @default.
- W4282912897 hasConceptScore W4282912897C192209626 @default.
- W4282912897 hasConceptScore W4282912897C2778456923 @default.
- W4282912897 hasConceptScore W4282912897C2780154274 @default.
- W4282912897 hasConceptScore W4282912897C31258907 @default.
- W4282912897 hasConceptScore W4282912897C41008148 @default.
- W4282912897 hasConceptScore W4282912897C50644808 @default.
- W4282912897 hasConceptScore W4282912897C76155785 @default.
- W4282912897 hasConceptScore W4282912897C79974875 @default.
- W4282912897 hasConceptScore W4282912897C82876162 @default.
- W4282912897 hasConceptScore W4282912897C93996380 @default.
- W4282912897 hasIssue "2" @default.
- W4282912897 hasLocation W42829128971 @default.
- W4282912897 hasOpenAccess W4282912897 @default.
- W4282912897 hasPrimaryLocation W42829128971 @default.
- W4282912897 hasRelatedWork W2942586735 @default.
- W4282912897 hasRelatedWork W2945616868 @default.
- W4282912897 hasRelatedWork W3006227554 @default.
- W4282912897 hasRelatedWork W3184768109 @default.
- W4282912897 hasRelatedWork W3211931762 @default.
- W4282912897 hasRelatedWork W4225757241 @default.
- W4282912897 hasRelatedWork W4287076991 @default.
- W4282912897 hasRelatedWork W4313145167 @default.
- W4282912897 hasRelatedWork W4385414328 @default.
- W4282912897 hasRelatedWork W4386004629 @default.
- W4282912897 hasVolume "44" @default.
- W4282912897 isParatext "false" @default.
- W4282912897 isRetracted "false" @default.
- W4282912897 workType "article" @default.