蚁群算法在云计算资源分配中的应用研究

In view of the present scheduling model of clouds computing resources, a resource allocation strategy based on ant colony algorithm is proposed. Distributing cloud calculative resources, first find societies in computing clouds network, detect usable node computing power, and then based on the cloud calculative service mode, through the analysis of the characteristic such as network bandwidth, line quality, response time, task expenses, other factors on the reliability of resource allocation influence, using the ant colony algorithm to get a set of optimal computing resources. Through analysis and comparison in the simulation under CloudSim environment, this algorithm can satisfy the cloud calculative service mode of the circumstances, get shorter response time and stronger work quality than some other in network of distribution algorithm, and thereby more suitable for use in the cloud environment.