DocumentCode
2730791
Title
A runtime-restricted strategy for highly parallel scheduling human resource in change management
Author
Dong, Wei ; Zhan, Zhiqiang ; Qiu, Xue-song
Author_Institution
State Key Lab. of Networking & Switching Technol., Beijing Univ. of Posts & Telecommun., Beijing, China
fYear
2012
fDate
1-4 July 2012
Abstract
The uncertainty of change and low-utilization of human resource make change management more difficult to implement in today´s competitive IT management environment. To fill this gap, in this paper a novel strategy is proposed for scheduling human resource to change activities concerning both runtime and business impact. Strategy is heuristic-based to obtain (1) ordering of human operators by mining potential individual skills, and (2) ordering of change activities based on improved critical path method, and then scheduling humans to activities with business constraints. Note that, before the activities are ordered, the splitting-regrouping of the complicated change workflow should be considered first by the concepts of computable dependency and cluster. The approach has been validated by a small but realistic case. Results showed that, compared to previous studies, our novel strategy is more suitable for highly parallel time-critical scenarios.
Keywords
DP management; data mining; human resource management; management of change; parallel processing; scheduling; IT management environment; business constraint; business impact; change activity ordering; change management; change workflow; critical path method; heuristic-based strategy; human operator ordering; human resource scheduling; individual skill mining; information technology; parallel scheduling; runtime impact; runtime-restricted strategy; workflow splitting-regrouping; Humans; Planning; Processor scheduling; Runtime; Scheduling; Uncertainty; BDIM; ITIL; change management; human resource; runtime;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers and Communications (ISCC), 2012 IEEE Symposium on
Conference_Location
Cappadocia
ISSN
1530-1346
Print_ISBN
978-1-4673-2712-1
Electronic_ISBN
1530-1346
Type
conf
DOI
10.1109/ISCC.2012.6249389
Filename
6249389
Link To Document