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A proactive resource allocation method based on adaptive prediction of resource requests in cloud computing
2021
EURASIP Journal on Wireless Communications and Networking
AbstractWith the development of big data and artificial intelligence, cloud resource requests present more complex features, such as being sudden, arriving in batches and being diverse, which cause the resource allocation to lag far behind the resource requests and an unbalanced resource utilization that wastes resources. To solve this issue, this paper proposes a proactive resource allocation method based on the adaptive prediction of the resource requests in cloud computing. Specifically,
doi:10.1186/s13638-021-01912-8
fatcat:k3dtmiuwr5dhdlhmlop73voc24