Title :
Perspectives on process mining within cloud computing
Author :
Haung, Krang-Ze ; Chen, Yun-Shiow ; Chung, Yun-Kung
Author_Institution :
Dept. of Ind. Eng. & Manage., Yuan Ze Univ., Chungli, Taiwan
Abstract :
Process mining can be the one of new strategic imperatives of corporation´s conduction decisions. A variety of activities occurred in the course of the decision process can be logged and saved into a data repository, and then their explicit logged data and implicit information hided in the logs can be mined out to supervise and manage the statuses of the running processes on a certain purpose. Cloud, a newer concept for constructing various web services together within a centralized web-based interface host, involves lots of communicating and transacting process activities coming from the various web sites. To look into the absence and presence of those activities constituting the processes in a cloud, process mining may be helpful for investigating the cloud processing performance, and thereby results in a certain process model efficient for the further cloud development and its composition renewal. This paper will present a rationale-based architecture of applying process mining to compute the situations of process activities occurred in a cloud, including the discussion of its major components and technical issues. Several perspectives on such an application are summarized as well.
Keywords :
Web services; Web sites; business data processing; cloud computing; data mining; software architecture; Web services; Web sites; centralized Web-based interface host; cloud computing; cloud development; corporation conduction decisions; data repository; decision process; process mining; rationale-based architecture; Cloud computing; cloud computing; ontology; process mining;
Conference_Titel :
Advanced Computer Control (ICACC), 2011 3rd International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-8809-4
Electronic_ISBN :
978-1-4244-8810-0
DOI :
10.1109/ICACC.2011.6016496