Optimal Service Selection Using Trust Based Recommendation System for Service-Oriented Grid

N. Nagarathna, M. Indiramma, J. S. Nayak
{"title":"Optimal Service Selection Using Trust Based Recommendation System for Service-Oriented Grid","authors":"N. Nagarathna, M. Indiramma, J. S. Nayak","doi":"10.1109/ISCOS.2012.22","DOIUrl":null,"url":null,"abstract":"Grid computing systems provide a virtual framework for sharing resources across organizational boundaries. Nowadays OGSA(Open Grid Services Architecture) is the most common adopted grid system architecture. This architecture adopts standardized service pattern, which means it views all resources as services and shares all resources through sharing services. With the increasing use of Grid system, 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 (SOG). In this paper we propose a recommendation system based on trust, reputation and QoS for the SOG. This novel approach uses computation of trustworthiness of services by the mechanism of similarity computation and ranking service providers based on feedback of users.","PeriodicalId":138078,"journal":{"name":"2012 International Symposium on Cloud and Services Computing","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 International Symposium on Cloud and Services Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCOS.2012.22","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

Abstract

Grid computing systems provide a virtual framework for sharing resources across organizational boundaries. Nowadays OGSA(Open Grid Services Architecture) is the most common adopted grid system architecture. This architecture adopts standardized service pattern, which means it views all resources as services and shares all resources through sharing services. With the increasing use of Grid system, 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 (SOG). In this paper we propose a recommendation system based on trust, reputation and QoS for the SOG. This novel approach uses computation of trustworthiness of services by the mechanism of similarity computation and ranking service providers based on feedback of users.
基于信任推荐系统的面向服务网格最优服务选择
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。OGSA(Open Grid Services Architecture,开放网格服务体系结构)是目前最常用的网格系统体系结构。该体系结构采用标准化的服务模式,即将所有资源视为服务,并通过共享服务共享所有资源。随着网格系统使用的不断增加,服务用户在必须从一组提供相同功能的服务中做出选择时陷入了困境。因此,服务选择是面向服务网格(SOG)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SOG推荐系统。该方法利用相似度计算机制计算服务的可信度,并根据用户反馈对服务提供商进行排名。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信