标题:Hypergraph Clustering-based Cloud Manufacturing Service Management Method
作者:Wu, Lei; He, Minggang; Han, Yanyan
通讯作者:Wu, L
作者机构:[Wu, Lei; Han, Yanyan] Shandong Univ, Sch Comp Sci & Technol, Jinan 250100, Peoples R China.
会议名称:IEEE 18th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
会议日期:MAY 21-23, 2014
来源:PROCEEDINGS OF THE 2014 IEEE 18TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD)
出版年:2014
页码:220-225
关键词:Cloud Manufacturing; sevice cluster; Hypergraph; Cloud services
摘要:In the Cloud manufacturing environment, there are a huge number of cloud services, which are dynamic and changeful. The management of cloud services is very difficult. The paper presents a hypergraph clustering-based method to manage cloud manufacturing services. The clustering-based Cloud Manufacturing Service Management Model is presented, which contains three layers: manufacturing resources, cloud manufacturing service instances and cloud manufacturing service classes. Based on hypergraph, we establish an efficient organizational structure of the cloud service resources, the relationship between cloud services mapped to a weighted hypergraph and accomplish the cloud service clustering based on hypergraph partitioning. Based on the proposed method, we build a cloud service management prototype on Shandong Province cloud manufacturing platform for the effective organization and management of cloud services. It significantly benefits key service management tasks, such as service discovery and composition. These tasks can be first applied to a small number of abstract services and then mapped to the larger scale actual services. Services in one clustering can be interchangeable, which can improve system stability and reliability.
收录类别:CPCI-S
WOS核心被引频次:5
资源类型:会议论文
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