Title :
Task Scheduling Algorithm Based on Triangle Module in Grid Computing
Author :
Run-ze Wu ; Ming-shan Wu ; Xiang Mi ; Qi An
Author_Institution :
Sch. of Electr. & Electron. Eng., North China Electr. Power Univ., Beijing, China
Abstract :
Grid is a distributed infrastructure which allows large scale resources sharing and system integration. Task scheduling in grid becomes more complicated when strategy needs to combine user´s QoS with system´s computing performance. On the basis of analysing classic Min-min heuristic, an improved task scheduling algorithm using triangle module operator to integrate user´s QoS with system´s computing performance is proposed. Simulation are conducted on GridSim, and the results strongly demonstrate the proposed algorithm performs better on makespan, resource load balancing and user´s QoS utility than BF-Min-min and Min-min which does not consider user´s QoS requirements.
Keywords :
grid computing; quality of service; resource allocation; scheduling; BF-Min-min; GridSim; classic min-min heuristic analysis; distributed infrastructure; grid computing; large scale resources sharing; resource load balancing; system computing performance; system integration; task scheduling algorithm; triangle module operator; user QoS utility; Algorithm design and analysis; Heuristic algorithms; Load management; Quality of service; Scheduling; Scheduling algorithms;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing (WiCOM), 2012 8th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-684-2
DOI :
10.1109/WiCOM.2012.6478700