International Journal of Application or Innovation in Engineering & Management
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ISSN 2319 – 4847
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Call for Paper, Published Articles, Indexing Infromation Genetic algorithm based optimization technique for power management in heterogeneous multi-tier web clusters, Authors : Pankaj Goyal and Nirmal Kaur, International Journal of Application or Innovation in Engineering & Management (IJAIEM), www.ijaiem.org
Volume & Issue no: Volume 4, Issue 1, January 2015

Title:
Genetic algorithm based optimization technique for power management in heterogeneous multi-tier web clusters
Author Name:
Pankaj Goyal and Nirmal Kaur
Abstract:
ABSTRACT As the web applications are becoming more sophisticated and their processing power is gradually increasing, the most serious drawback now days is the power management. Current clusters for various applications are designed to handle peak loads, where all servers are equally utilized. In practice, peak load conditions barely happen and clusters are most of the time underutilized. This paper deals with the problem of optimizing the performance (in terms of execution time) of a multi-tier system and also reducing the power consumption of the servers. To achieve these objectives, the Genetic algorithm based optimization technique is applied on a three-tier web cluster system. This technique has proved to be successful in reducing the power consumption and increasing the performance of the system. The experimental results of this technique are compared and analyzed with the experimental results of the Generalized Benders Decomposition technique. Keywords: Genetic algorithm, Heterogeneous, Multi-tier cluster, Power, Server.
Cite this article:
Pankaj Goyal and Nirmal Kaur , " Genetic algorithm based optimization technique for power management in heterogeneous multi-tier web clusters " , International Journal of Application or Innovation in Engineering & Management (IJAIEM), Volume 4, Issue 1, January 2015 , pp. 156-162 , ISSN 2319 - 4847.
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