基于遗传算法的云设计资源调度算法

Research on cloud design resources scheduling based on GA

云设计资源调度是构建云设计资源平台的关键技术之一。提出以服务请求的总响应时间、总服务成本和服务质量为目标的多目标优化调度模型,该模型以服务请求的满足度和云设计资源的最大负载为约束,同时考虑云设计资源的服务状态。依照该模型提出一种基于遗传算法的云设计资源调度算法,最后给出了该算法的应用实例。

Cloud design resources scheduling is one of the critical technologies to construct the cloud design platform. Propose a scheduling optimize model which takes cost, time and quality of service as optimization objectives and satisfaction of requests and load balancing of resources as constraints. A scheduling algorithm based on genetic algorithm is designed according to this model. Finally, an illustrative example is shown to vertify the effectiveness of the algorithm.