A big data services platform framework towards cloud manufacturing system. (2017)

• Record Type: Journal Article
• Authors: Li, Yongfeng; Zhang, Yongping
• Is Part Of: International journal of service and computing oriented manufacturing. Volume 3:Number 1(2017)
• Page Start: 71
• Page End: 89
• Publication Date: 2017
• Subjects: big data -- resource service -- cloud manufacturing -- CMfg -- life cycle -- service platform; Computer integrated manufacturing systems -- Periodicals; Manufacturing industries -- Information technology -- Periodicals; Manufacturing industries -- Computer networks -- Periodicals; Service-oriented architecture (Computer science) -- Periodicals; 670.285
• Languages: English
• ISSNs: 2045-175X

Abstract

The source of big data in cloud manufacturing (CMfg) is analysed from two aspects. First, manufacturing cloud service lifecycle and manufacturing entire lifecycle, as well as its characteristics. Then, the classifications of big data resource and big data resource services in the CMfg are investigated respectively and the relationship between them as well. After analysing the requirements for big data technology in CMfg system, a framework for big data resource service platform is established, as well as its service operation model. The key technologies for implementing the proposed framework are studied and the application process of the platform is illustrated from the perspective of supply-demand matching of cloud services.