面向云计算的海上负载均衡算法研究

Research on marine load balancing algorithm based on cloud computing

基于云计算的分布式计算及存储平台在现代海上舰船信息系统中的应用越来越广,在处理船舶各类传感器数据方面起到了重要作用。但由于云平台中的各计算资源之间存在异构架构,在算法统一调度上,存在资源分配不均衡的现象,使的云平台的资源利用率不高。本文研究海上云计算平台架构,分析现有的资源调度及均衡模型,并引入蚁群算法来求解均衡调度算法中的最优点,有效解决了原海上云计算资源的负载均衡负载均衡度不高的问题。

The distributed computing and storage platform based on cloud computing is becoming more and more widely used in modern marine ship information system. However,because there are heterogeneous structures among cloud platform,in the unified scheduling algorithm,the cloud platform of resource utilization is not high. This paper research the marine cloud computing platform,analyze the existing resource scheduling and equilibrium models,use the ant colony algorithm to solve the equilibrium scheduling algorithm in the most advantages.