Title :
A Modified Delay Strategy for Dynamic Load Balancing in Cluster and Grid Environment
Author :
Mehta, Hemant Kumar ; Chandwani, Manohar ; Kanungo, Priyesh
Author_Institution :
Devi Ahilya Univ., Indore, India
Abstract :
This paper considers a specific Cluster and Grid computing environment, where the workstations are under full load situation. In such situations, we delay the scheduling of new jobs instead of dispatching them to one of the overloaded workstations. We present a modified delay strategy mDELAY, to significantly enhance delay-based scheduling algorithm proposed by Hui & Chanson and named as DELAY. The proposed mDELAY algorithm produces better batch completion time and improved load balancing at workstations. The experiments are performed on a centralized scheduler. However to improve the performance a decentralized scheduling framework based on web service or Grid service is also proposed.
Keywords :
Web services; grid computing; resource allocation; scheduling; Web service; centralized scheduler; cluster environment; decentralized scheduling framework; dynamic load balancing; grid environment; mDELAY algorithm; modified delay strategy; Computer applications; Delay; Educational institutions; Grid computing; Load management; Processor scheduling; Scalability; Scheduling algorithm; Web services; Workstations;
Conference_Titel :
Information Science and Applications (ICISA), 2010 International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-5941-4
Electronic_ISBN :
978-1-4244-5943-8
DOI :
10.1109/ICISA.2010.5480583