Optimal Allocation Strategy of Cloud Resources With Uncertain Supply and Demand for SaaS Providers

Author:

Zhang Longchang1ORCID,Bai Jing2,Xu Jianjun2

Affiliation:

1. School of Information Engineering, Suqian University, Suqian, China

2. School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, China

Funder

National Natural Science Foundation of China

National Social Science Fund of China

Natural Science Foundation of Liaoning Province

Scientific Research Project of Liaoning Provincial Department of Education

Suqian University Research Initiation Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference29 articles.

1. A reinforcement learning-based self-adaptation performance optimization approach for SBS cloud application;yan;Chin J Comput,2017

2. Heuristic based resource provisioning approach for big data analytics in cloud environment;wu;J Softw,2020

3. Service reliability oriented cloud resource scheduling method;zhou;Acta Electronica Sinica,2019

4. Resource allocation scheme based on neural network and group search optimization in cloud environment;sun;J Softw,2014

5. Satisfactory marriage method between cloud tasks and resources based on graph theory;kuang;Acta Electronica Sinica,2014

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