New Mobile Cloud Computing Approach Based Multi-Agent System For OWL-S Services

IF 0.8 Q3 ENGINEERING, MULTIDISCIPLINARY International Journal of Engineering Research in Africa Pub Date : 2022-05-20 DOI:10.4028/p-w76ja7
Souraya Hamida, O. Kazar
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Abstract

Using mobile cloud technology, local application resources can move into the cloud computing resource pool in the form of web services. The web services discovery and execution processes in the mobile environment are considered as a very difficult challenge. Moreover, these processes may degrade network performance due to the mobile environment. To overcome these issues, we present a new approach for better discovery, selection, execution, and negotiation of OWL-S services by utilizing a multi-agent system in mobile cloud computing. By using the Multi-Agent System (mobile agent and fixed agent), these processes are made with the minimum utilization of resources because the mobile agents migrate to targeted services and interact locally with them. Moreover, the use of mobile agent overcomes the problems related to the mobile environment and wireless devices. Besides, it automatizes the discovery, selection, execution, and negotiation of OWL-S services. The obtained results demonstrate the effectiveness of the proposed system. Moreover, we conclude that the mobile agent is a good solution to eliminate the problem of wireless devices and the mobile environment, and reduced the execution time of service discovery and invocation. Also, the finding indicates that cloud computing is a good solution to eliminate the problem of storage and execution in mobile devices. Besides, the context-aware provides a more accurate service selection.
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基于移动云计算的OWL-S服务多代理系统
利用移动云技术,本地应用资源可以以web服务的形式移动到云计算资源池中。移动环境中的web服务发现和执行过程被认为是一个非常困难的挑战。此外,由于移动环境的原因,这些过程可能会降低网络性能。为了克服这些问题,我们提出了一种利用移动云计算中的多代理系统来更好地发现、选择、执行和协商OWL-S服务的新方法。通过使用多代理系统(移动代理和固定代理),由于移动代理迁移到目标服务并在本地与之交互,因此这些流程的资源利用率最低。此外,移动代理的使用克服了与移动环境和无线设备相关的问题。此外,它还自动化了OWL-S服务的发现、选择、执行和协商。仿真结果证明了该系统的有效性。此外,我们认为移动代理是一种很好的解决方案,可以消除无线设备和移动环境的问题,并减少服务发现和调用的执行时间。此外,该发现表明,云计算是消除移动设备中存储和执行问题的良好解决方案。此外,上下文感知提供了更准确的服务选择。
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来源期刊
CiteScore
1.80
自引率
14.30%
发文量
62
期刊介绍: "International Journal of Engineering Research in Africa" is a peer-reviewed journal which is devoted to the publication of original scientific articles on research and development of engineering systems carried out in Africa and worldwide. We publish stand-alone papers by individual authors. The articles should be related to theoretical research or be based on practical study. Articles which are not from Africa should have the potential of contributing to its progress and development.
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