Intelligent resource allocation in internet of things using random forest and clustering techniques

Intelligent resource allocation in internet of things using random forest and clustering techniques

Abstract The Internet of Things has proliferated, and the number of devices integrated into intelligent networks has made resource management and allocation one of the most critical challenges. The intrinsic constraints of IoT devices, such as energy consumption, limited bandwidth, and reduced compu...

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Bibliographic Details
Main Authors: Nahideh Derakhshanfard, Lida Hosseinzadeh, Fahimeh Rashid Jafari, Ali Ghaffari
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Internet of things
Resource management
Resource allocation
Random forest
K-means clustering
Dynamic resource scheduling
Online Access:https://doi.org/10.1038/s41598-025-15931-8
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https://doi.org/10.1038/s41598-025-15931-8

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