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
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;
Conference_Titel :
Computers and Communications (ISCC), 2012 IEEE Symposium on
Conference_Location :
Cappadocia
Print_ISBN :
978-1-4673-2712-1
Electronic_ISBN :
1530-1346
DOI :
10.1109/ISCC.2012.6249389