DocumentCode
2176799
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
fYear
2010
fDate
11-13 Dec. 2010
Firstpage
410
Lastpage
414
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/CSE.2010.61
Filename
5692509
Link To Document