TY - JOUR
T1 - A context-aware workflow system framework and scheduling algorithm
AU - Wang, Pengfei
AU - Li, Huifang
AU - Zhang, Baihai
N1 - Publisher Copyright:
Copyright © 2014 Binary Information Press.
PY - 2014/12/10
Y1 - 2014/12/10
N2 - In the pervasive and mobile computing environment, workflow and context information are closely linked, workflow management system have to interact with a variety of sensors. Therefore, the design and development context-aware workflow applications become complex and difficult to migrate to other platforms. In order to simplify the development of context-aware workflow applications and enhance its portability, a new context-aware workflow framework is proposed in this paper. This framework introduced into the context-aware middleware which shielded the various bottom sensors work details for the applications and make the workflow applications focus on using high-level context, so as to realize the intelligent workflow management. This framework also introduced into an ant colony optimization based scheduling algorithm for context-aware workflow. Performance test shows that the algorithm can quickly output scheduling results of the middle-scale problems.
AB - In the pervasive and mobile computing environment, workflow and context information are closely linked, workflow management system have to interact with a variety of sensors. Therefore, the design and development context-aware workflow applications become complex and difficult to migrate to other platforms. In order to simplify the development of context-aware workflow applications and enhance its portability, a new context-aware workflow framework is proposed in this paper. This framework introduced into the context-aware middleware which shielded the various bottom sensors work details for the applications and make the workflow applications focus on using high-level context, so as to realize the intelligent workflow management. This framework also introduced into an ant colony optimization based scheduling algorithm for context-aware workflow. Performance test shows that the algorithm can quickly output scheduling results of the middle-scale problems.
KW - Ant Colony Optimization
KW - Context-aware Computing
KW - Context-aware Workflow
KW - System Framework
KW - Workflow Scheduling
UR - http://www.scopus.com/inward/record.url?scp=84919782707&partnerID=8YFLogxK
U2 - 10.12733/jics20105082
DO - 10.12733/jics20105082
M3 - Article
AN - SCOPUS:84919782707
SN - 1548-7741
VL - 11
SP - 6689
EP - 6701
JO - Journal of Information and Computational Science
JF - Journal of Information and Computational Science
IS - 18
ER -