Title :
Discovering Batch Processing Area from Workflow Logs
Author :
Wen, YiPing ; Liu, Jianxun ; Chen, Zhigang
Author_Institution :
Key Lab. of Knowledge Process. & Networked Manuf., Hunan Univ. of Sci. & Technol., Xiangtan, China
Abstract :
Our previous work has preliminarily investigated the batch processing model and its implementation. To solve the problem of setting batch processing areas for the applications of batch processing in workflow, this paper proposes a method of discovering batch processing area from workflow logs. Its mining process includes phrases of mining initial workflow model, identifying batch processing feature of activity and discovering batch processing area in the initial workflow model. The result of simulation experiments shows that this method can work effectively for several different size of data sets.
Keywords :
batch processing (computers); data mining; workflow management software; batch processing area; initial workflow model; workflow logs; workflow mining; Algorithm design and analysis; Band pass filters; Batch production systems; Data mining; Data models; Knowledge engineering; Quality of service; batch processing area; mining; workflow;
Conference_Titel :
Computational Science and Engineering (CSE), 2010 IEEE 13th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-9591-7
Electronic_ISBN :
978-0-7695-4323-9
DOI :
10.1109/CSE.2010.61
