TY - GEN
T1 - Research on resources scheduling technology based on fuzzy clustering analysis
AU - Luo, Mei
AU - Zhang, Kailong
AU - Yao, Longhui
AU - Zhou, Xingshe
PY - 2012
Y1 - 2012
N2 - To improve the resources utilization of complex hardware/software system, and response to real-time task instantly, this paper proposed a scheduling model of task resources and its fuzzy membership function based on fuzzy clustering analysis algorithm, and gave a method using average distance to calculate the distance between two membership functions. In addition, we also designed 'Fuzzy Resources Clustering Algorithm, FRCA', which could find out the resources occupied by tasks. A simulation test was applied on a certain complex embedded real-time system, the results illustrated that the proposed algorithm was able to efficiently schedule task resources, and make the system has a quick response to tasks.
AB - To improve the resources utilization of complex hardware/software system, and response to real-time task instantly, this paper proposed a scheduling model of task resources and its fuzzy membership function based on fuzzy clustering analysis algorithm, and gave a method using average distance to calculate the distance between two membership functions. In addition, we also designed 'Fuzzy Resources Clustering Algorithm, FRCA', which could find out the resources occupied by tasks. A simulation test was applied on a certain complex embedded real-time system, the results illustrated that the proposed algorithm was able to efficiently schedule task resources, and make the system has a quick response to tasks.
KW - fuzzy clustering analysis
KW - real-time tasks
KW - utilization ratio of resources
UR - http://www.scopus.com/inward/record.url?scp=84872961308&partnerID=8YFLogxK
U2 - 10.1109/FSKD.2012.6234215
DO - 10.1109/FSKD.2012.6234215
M3 - 会议稿件
AN - SCOPUS:84872961308
SN - 9781467300223
T3 - Proceedings - 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2012
SP - 152
EP - 155
BT - Proceedings - 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2012
T2 - 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2012
Y2 - 29 May 2012 through 31 May 2012
ER -