Resource-Aware Federated Hybrid Profiling for Edge Node Selection in Federated Patient Similarity Network

Resource-Aware Federated Hybrid Profiling for Edge Node Selection in Federated Patient Similarity Network

The widespread adoption of edge computing for resource-constrained devices presents challenges in computational straggler issues, primarily due to the heterogeneity of edge node resources. This research addresses these issues by introducing a novel resource-aware federated hybrid profiling approach....

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Bibliographic Details
Main Authors: Alramzana Nujum Navaz, Hadeel T. El Kassabi, Mohamed Adel Serhani, Ezedin S. Barka
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Applied Sciences
Subjects:
federated learning
federated resource profiling
deep learning
edge computing
workload profile
PSN
Online Access:https://www.mdpi.com/2076-3417/13/24/13114

Internet

https://www.mdpi.com/2076-3417/13/24/13114

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