DocumentCode
2082335
Title
Trust-driven both-matched algorithm for grid task multi-objective scheduling
Author
Shen, Liangzhong ; Zhang, Lijun ; Huang, Decai
Author_Institution
City College Of Wenzhou University, Zhejiang 325000, China
fYear
2010
fDate
4-6 Dec. 2010
Firstpage
1661
Lastpage
1664
Abstract
Job scheduling algorithm is the key technique in grid management. In order to meet the requirements of high quality QoS in job scheduling of OGSA grid, trust mechanism is added to make the job scheduling system work more effectively in this open, heterogeneous and dynamic grid environment. Utilizing the concept of trust, a trust-driven both-matched grid job scheduling algorithm(TD-BM) is presented, which takes four objective namely system security, system reliability, load balance and system throughput into consideration. Afterwards TD-BM is compared with the traditional TD-Min-min under the same hypothetical condition and the results illustrate that, under the grid environment of high heterogeneous jobs and machines, the scheduling effect of TD-BM is obviously better than TD-Min-min. While keeping almost the same trust value, TD-BM not only shortens the scheduling makespan, but also improves system load balance.
Keywords
Computational modeling; Dynamic scheduling; Reliability; Scheduling algorithm; Security; Grid Computing; Grid Security; Job Scheduling; Trust Model; Trust-Driven;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location
Hangzhou, China
Print_ISBN
978-1-4244-7616-9
Type
conf
DOI
10.1109/ICISE.2010.5688539
Filename
5688539
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