DocumentCode
3255084
Title
An enhanced and effective preemption based scheduling for grid computing enabling backfilling technique
Author
Mishra, Anurag
Author_Institution
Dept. of Comput. Sci. & Eng., IMS Eng. Coll., Ghaziabad, India
fYear
2015
fDate
19-20 March 2015
Firstpage
1015
Lastpage
1018
Abstract
Recent improvements in designing the scheduleing algorithms for cluster mainly focuses on the advance reservations and Backfilling algorithms. Backfilling has been proposed and launched in various flavors to have an idealistic utilization of the resources and computing capacity of the cluster. However backfilling demands the runtime prediction of the job. Preemption of process in the scheduling queue is done to reduce the starvation and to fulfill the requirements of the proposed algorithm. We have applied the proposed algorithm in the cluster designed through TORQUE and preemption support through BLCR. Another implementation is done for MPI jobs in LAM environment with BLCR as a job checkpoint and restart facility. Proposed algorithm is compared with the Backfilling techniques with preemption support. Algorithm showed around 3%-5% reduction in average turnaround time and 6%-8% increment of throughput rate.
Keywords
application program interfaces; grid computing; message passing; resource allocation; scheduling; BLCR; LAM environment; MPI jobs; TORQUE; backfilling technique; cluster computing capacity; grid computing; preemption based scheduling; resource utilization; Clustering algorithms; Processor scheduling; Resumes; Runtime; Scheduling; Servers; Throughput; backfilling; cluster scheduling; preemption;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Engineering and Applications (ICACEA), 2015 International Conference on Advances in
Conference_Location
Ghaziabad
Type
conf
DOI
10.1109/ICACEA.2015.7164855
Filename
7164855
Link To Document