摘要: 随着Web服务应用的快速增长,用户如何在众多功能相似的Web服务中更加准确地选择出满足自己QoS需求的Web服务是一个亟需解决的问题。目前已有的研究工作存在两个问题,其一是对QoS的量化存在客观性和准确性问题,其二是对服务质量缺乏语义描述,QoS匹配时也仅限于数值上的匹配。针对这两个问题,利用Hadoop的分布式注册、查找服务模式,提出了基于Hadoop的Web服务语义可信QoS发现模型。本模型从数值匹配和QoS语义匹配两方面考虑,首先,用主客观赋权模式为多维QoS属性赋权值,提高QoS属性的客观性和准确性,并加入信誉度参数来提高Web服务QoS属性的可信性;其次,对OWL-S进行了QoS本体扩展,以满足客户对服务质量的语义匹配需求。通过验证表明,本模型能有效解决查询瓶颈和单点失效问题,且能根据用户QoS需求偏好更加准确地找到满足用户需要的Web服务。
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