基于Agent的智能移动云计算系统研究

Research on Intelligent Mobile Cloud Computing System Based on Agent

近年来,大量云计算及其应用的出现为移动设备提供了一种利用有限资源实现实时计算密集型任务的方法。移动云计算系统需要移动节点和云资源之间的协作,该系统将在移动应用程序开发中变得越来越流行。基于资源可用性的移动和云平台之间应用程序的动态分区是实现任何计算密集型移动应用程序最佳性能的关键。提出了一个基于Agent的智能移动云计算系统,该系统利用了动态分区来优化移动云计算系统的性能。仿真实验结果表明该方法在移动设备上处理资源密集型应用程序的优越性。

In recent years,the emergence of a large number of cloud computing and its applications has provided a way for mobile devices to realize real-time computationally intensive tasks with limited resources.Mobile cloud computing systems require collaboration between mobile nodes and cloud resources and the system will become more and more popular in mobile application development.Dynamic partitioning of applications between mobile and cloud platforms based on resource availability is the key to the optimal performance of any compute-intensive mobile application.This paper presents an Agent-based intelligent mobile cloud computing system that uses dynamic partitioning to optimize the performance of mobile cloud computing systems.Simulation experiments show the superiority of our approach to handling resource-intensive applications on mobile devices.