Cloud computing resource distributing method based on energy consumption optimization

Abstract

The invention discloses a cloud computing resource distributing method based on energy consumption optimization. The cloud computing resource distributing method includes the steps that a cloud computing experiment platform is deployed; cloud computing resource distribution describing and modeling are conducted; different energy consumption optimization factors are selected; simulation platform construction is conducted; a test experiment is conducted on performance; model correction is conducted; a performance simulation experiment is conducted; a performance analysis model and key factors are determined; an energy consumption optimizing model for resource distribution under the cloud computing environment is studied; a heuristic resource distribution algorithm for achieving load balancing and meeting energy consumption minimization is designed; a performance simulating and testing experiment is conducted. According to the cloud computing resource distributing method based on the energy consumption optimization, the practical situation of resources under the cloud computing environment can be accurately and truly reflected, the energy consumption optimizing model is provided, and the limitation that only user task time demands are considered in an existing research method is broken through. In addition, the heuristic resource distribution algorithm achieving resource load balancing and energy consumption optimization is provided, and the limitation that global and local search balancing cannot be ensured in an existing resource distribution algorithm is broken through.

Description

technical field [0001] The invention belongs to the technical field of computer informationization, and in particular relates to a method for allocating cloud computing resources based on energy consumption optimization. Background technique [0002] In recent years, with the wide application of information technology in various fields, the demand for large-scale and low-cost computing power has become more and more urgent. The more mature it is, the cloud computing technology emerges under such a background. Cloud computing is a further development of distributed computing, grid computing and utility computing. The emerging computing mode of resource allocation, with the development of computing services towards universalization, the continuous expansion of social demand for cloud computing requires the construction of large-scale data centers, and the maintenance of its operation requires a lot of energy. How to ensure the high performance of cloud computing systems Under...

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Problems solved by technology

[0008] The purpose of the embodiments of the present invention is to provide a method for allocating cloud computing resources based on energy consumption optimization, aiming at solving the urgent problems of improving resource utilization and reducing energy consumption.

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