DocumentCode
1914402
Title
Multiple DAGs Scheduling Based on Lowest Transportation and Completion Time Algorithm on the Cloud
Author
Ren, FengLing ; Yu, Jiong
Author_Institution
Coll. of Inf. Sci. & Eng., Xinjiang Univ., Urumqi, China
fYear
2012
fDate
20-23 Sept. 2012
Firstpage
33
Lastpage
35
Abstract
According to multiple DAG work Flow scheduling problem in heterogeneous distributed environments, in this paper, proposed a scheduling algorithm based on minimize the data transmission time and task completion time, which can deal with the problem that multiple DAGs workflow have the same priority, and gives the multi-priority multi-DAG mixed scheduling algorithm. Compared with E-Fairness algorithm, the experiments show that on the basis of fairness to ensure multiple DAGs scheduling, this algorithm can avoid additional data transfer overhead, shorten the entire workflow execution Make span, and improve resource utilization.
Keywords
cloud computing; directed graphs; scheduling; cloud; completion time algorithm; data transmission time minimization; directed acyclic graph; e-fairness algorithm; heterogeneous distributed environments; lowest transportation; multiple DAG workflow scheduling problem; multipriority multiDAG mixed scheduling algorithm; task completion time minimization; Algorithm design and analysis; Educational institutions; Resource management; Scheduling; Scheduling algorithms; Transportation; DAG workflow; Multipriority; makespan; time slot; upward task weight;
fLanguage
English
Publisher
ieee
Conference_Titel
ChinaGrid Annual Conference (ChinaGrid), 2012 Seventh
Conference_Location
Beijing
Print_ISBN
978-1-4673-2623-0
Electronic_ISBN
978-0-7695-4816-6
Type
conf
DOI
10.1109/ChinaGrid.2012.7
Filename
6337312
Link To Document