基于蚁群算法的云计算资源调度研究综述

Research on Cloud Computing Resource Scheduling Based on Ant Colony Algorithm

云计算技术的发展使得它在各个领域都得到了普遍的运用,其核心问题是合理调度虚拟资源。文章给出了云资源调度的详细概述、体系结构以及评判调度是否合理的六个评价指标。针对如今蚁群算法在云计算资源调度中存在的问题,在蚁群算法的研究基础上探讨了目前对于蚁群算法的优化之处,具体分为两个方面:一是蚁群算法中加入约束条件的研究,二是蚁群算法与其他算法补充融合的研究。经过对蚁群算法优化方向的研究,可以给下一步算法在优化方面提供一定的参考。

The development of cloud computing technology makes it in various fields have been widely used, the core issue is a reasonable scheduling of virtual resources. This paper gives a detailed overview of the cloud resource scheduling, the architecture and the six evaluation indexes of the judgment and dispatching whether it is reasonable. Based on the research of ant colony algorithm, this paper discusses the optimization of the ant colony algorithm, which is divided into two aspects:one is the studyof the ant colony algorithm with constraints,the second is the ant colony algorithm and other algorithms to complement the integration of research. After the study of ant colony algorithm optimization direction, we can provide some reference for the next algorithm in optimization.