基于契约网协议的信息检索多代理云服务组合

Y. Zaw
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引用次数: 3

摘要

信息检索(IR)系统是每个Internet用户的重要角色,目前有许多正在使用或正在开发的信息检索框架和算法。由于技术趋势总是在变化,当前的工业和商业世界愿意强调不仅提供知识,而且支持服务,云计算和Web服务(WSs)开始流行。云计算是一种基于互联网的系统开发技术,它将大量可扩展的计算资源作为一种服务在互联网上提供给用户,越来越受到工业界和研究界的关注。WS在万维网和云环境下的面向服务计算中起着重要的作用。利用WSs开发云范围的内部信息系统可以填补云环境的一个空白。在这种情况下,无法通过单个WS完成从Cloud Environment上的WS检索所需的特定信息。因此,应该有一种基于一组相关web的方法来构建IRSystem,以满足用户的请求并提供所需的服务。多智能体系统(MAS)可以为构建web服务系统提供很大的帮助。代理系统是包含领域知识的自包含软件程序,具有一定程度的独立性,以执行完成预期目标所需的操作。因此,本文主要致力于构建一个基于WSs的IR MAS框架和Agent处理算法,该框架将在私有云环境下运行。我们提出了用于IR目的的合同网协议,以执行WSs组合。该系统的实施和测试利用了仰光地区诊所的真实数据集。
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Multi-Agent Based Cloud Service Composition using Contract Net Protocol for Information Retrieval Purpose
Information retrieval (IR) systems are important key players for every Internet user and there are many Information Retrieving frameworks and algorithms, which are currently using or under development. As the technology trend is always changing and current industrial and business world is willing to emphasize on not only providing knowledge but also supporting service, cloud computing and Web Services (WSs) become popular. Cloud computing is internet based system development in which large scalable computing resources are provided as a service over the internet to users and has attracted more and more attention from industry and research community. WS plays important role in service oriented computing in World-Wide-Web and Cloud environment. Developing a Cloud Wide IRSystem using WSs can fill one blank of Cloud Environment. In this case, retrieving desired specific information from WSs on Cloud Environment cannot be completed by single WS. Hence, there should be a way to build an IRSystem based on a set of related WSs in order to fulfill users' requests and provide desired services. To compose WSs, Multi-Agent System (MAS) can give great help. Agent systems are self-contained software programs embodying domain knowledge and having ability to act as a specific degree of independence to carry out actions needed to accomplish desired goals. Therefore, this paper mainly focuses on building a WSs Based IR MAS framework and Agent Processing Algorithm, which will be running on a Private Cloud Environment. We propose Contract Net Protocol for IR Purpose in order to perform WSs Composition. The implementation and testing of this system utilizes the real datasets of clinics in the Yangon area.
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