Articles with "resource allocated" as a keyword



A Dynamic Adaptive and Resource-Allocated Selection Method Based on TOPSIS and VIKOR in Federated Learning

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Published in 2024 at "Neural Processing Letters"

DOI: 10.1007/s11063-024-11493-4

Abstract: Federated learning (FL) is a decentralized and privacy-preserving machine learning technique that protects data privacy by learning models locally and not sharing datasets. However, due to limited computing resources on devices and highly heterogeneous data… read more here.

Keywords: adaptive resource; resource; dynamic adaptive; topsis ... See more keywords