International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064

Downloads: 112 | Views: 175

Review Papers | Computer Science & Engineering | India | Volume 3 Issue 12, December 2014 | Rating: 6.6 / 10

Approach to Solve NP Complete Problem Using Game Theoretic Scheduling Algorithm and Map-Reduce on Clouds

V. Mogal [2] | Shekhar H. Pingale [2]

Abstract: In case of NP-complete problem, it is curious issue to schedule large scale parallel computing applications on heterogeneous systems like Hybrid cloud. End user want to meet Qulity of Service requirement (QoS). To process huge number of Bagof- Task (BOT) concurrently in such environment with QOS is a Big problem. For that it needs a exact solution. Here we propose Multiobjective scheduling algorithm to schedule particular BOTs. Algorithm optimizes two user objectives such as, Execution time and Economic cost where two constraints to consider are Network Bandwidth and Storage requirement.

Keywords: Multi-objective scheduling, Map Reduce, Bags-of-tasks, Hybrid clouds, NP Complete

Edition: Volume 3 Issue 12, December 2014,

Pages: 2112 - 2115

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