Novel load balancing mechanism for cloud networks using dilated and attention-based federated learning with Coati Optimization

Abstract Load balancing (LB) is a critical aspect of Cloud Computing (CC), enabling efficient access to virtualized resources over the internet. It ensures optimal resource utilization and smooth system operation by distributing workloads across multiple servers, preventing any server from being ove...

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Principais autores:	Atul B. Kathole, Viomesh Kumar Singh, Ankur Goyal, Shiv Kant, Amit Sadanand Savyanavar, Swapnaja Amol Ubale, Prince Jain, Mohammad Tariqul Islam
格式:	Artigo
語言:	Inglês
出版:	Nature Portfolio 2025-05-01
叢編:	Scientific Reports
主題:	Federated learning Resource prediction Load balancing Random opposition of Coati Optimization algorithm Dilated Cloud
在線閱讀:	https://doi.org/10.1038/s41598-025-99559-8
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