DocumentCode :
3030539
Title :
JS2DR2: An Effective Two-Level Job Scheduling Algorithm and Two-Phase Dynamic Replication Strategy for Data Grid
Author :
Suri, P.K. ; Singh, Manpreet
Author_Institution :
Dept. of Comput. Sci. & Applic., Kurukshetra Univ., Kurukshetra, India
fYear :
2009
fDate :
28-29 Dec. 2009
Firstpage :
232
Lastpage :
236
Abstract :
Data grid supports a variety of scientific applications that require access to large amount of data with various qualities of service requirements. Ensuring efficient access to such large and widely distributed datasets is hindered by high latencies. Effective scheduling in grid can reduce the amount of data transferred among nodes by dispatching a job to node where most of the required data is available. In addition to efficient scheduling, dynamic replication strategies are regarded as one of the major optimization technique for reducing access latency. In this paper, we propose a two-phase dynamic replication strategy coupled with two-stage job scheduling to provide an integrated environment for efficient access to data and job scheduling. Simulation results demonstrate that JS2DR2 improves the data access time in data grids and the gain increases with the increase in work load.
Keywords :
grid computing; information retrieval; quality of service; scheduling; JS2DR2; data access; data grid; distributed datasets; effective two-level job scheduling algorithm; optimization technique; quality of service requirement; two-phase dynamic replication strategy; Application software; Availability; Cost function; Delay; Dynamic scheduling; Grid computing; Heuristic algorithms; Processor scheduling; Scheduling algorithm; Telecommunication computing; Access Pattern; Data Grid; Job Scheduling; Mean Job Time; Replica;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in Computing, Control, & Telecommunication Technologies, 2009. ACT '09. International Conference on
Conference_Location :
Trivandrum, Kerala
Print_ISBN :
978-1-4244-5321-4
Electronic_ISBN :
978-0-7695-3915-7
Type :
conf
DOI :
10.1109/ACT.2009.65
Filename :
5376733
Link To Document :
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