Recommendation framework for Service-Oriented Grid

N. Nagarathna, M. Indiramma
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引用次数: 3

Abstract

Grid computing systems provide a virtual framework for sharing resources across organizational boundaries. The merging of Service Oriented Architecture (SOA) with the original Grid technology has resulted in the emergence of the Service Oriented Grid (SOG). The resources from various virtual organizations (VO) are packaged as “services” and offered to users in the form of Grid services. With the increasing use of SOG, service user is in a fix when having to make a choice from a set of services offering the same functionality. Hence service selection is one of the challenges to be addressed in Service Oriented Grid. In this paper we propose a framework for a recommendation system based on trust, reputation and QoS for the SOG with multi-VOs. This novel approach uses computation of trustworthiness of services by the mechanism of taking feedback directly from the service consumers and recommendations from other service providers.
面向服务网格的推荐框架
网格计算系统为跨组织边界共享资源提供了一个虚拟框架。面向服务的体系结构(SOA)与原始网格技术的融合导致了面向服务的网格(SOG)的出现。来自各种虚拟组织(VO)的资源被打包为“服务”,并以网格服务的形式提供给用户。随着SOG使用的增加,当服务用户必须从一组提供相同功能的服务中做出选择时,就会陷入困境。因此,服务选择是面向服务网格中需要解决的挑战之一。本文提出了一种基于信任、声誉和QoS的多vos SOG推荐系统框架。这种新方法通过直接从服务消费者处获取反馈和从其他服务提供者处获取建议的机制来计算服务的可信度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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