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Title: :  AN EFFICIENT LOAD BALANCING METHOD FOR CLOUD COMPUTING, BY USING IMPROVED ANT COLONY AND GENETIC METHOD
PaperId: :  8714
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 3 2018
DUI:    16.0415/IJARIIE-8714
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mr. Sachin ShingneNRI-IIST Bhopal
Dr. Umesh K LilhoreNRI-IIST Bhopal
Mrs. Phiza Ambreen KhanNRI-IIST Bhopal

Abstract

Computer Science
Cloud load balancing, Ant colony optimization, IACGM, Genetic Algorithm, Dynamic LB, Improved Ant Colony
Computer technologies are changing day by day, different hardware’s, software’s are introducing regularly by various companies. It is quite difficult for an organization to upgrade or changed all the hardware’s and software’s other issues are related to services and maintenance. Existing load balancing Ant colony optimization can be improved by adding new parameters and combining with the Genetic algorithm. In this research we are presenting, an efficient load balancing method for cloud computing, by using improved ant colony and genetic method (Proposed IACGM). The proposed IACG method uses mainly two strategies of max-min rules and forward-backward rules for quick selection of candidate nodes. IACG also uses a new parameter of moving probability to ensure either forward and backward ants are meeting efficiently to its neighbor or not during searching. The reason behind the selection of GA is that, to ensure select only best fittest Ant in each selection period. Proposed method (IACGM) and existing (Ant Colony) methods are implemented over cloud-sim simulator and various performance measuring parameters such as makespan time, waiting time, response time and a total number of jobs migrated are calculated.

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IJARIIE Mr. Sachin Shingne, Dr. Umesh K Lilhore, and Mrs. Phiza Ambreen Khan. "AN EFFICIENT LOAD BALANCING METHOD FOR CLOUD COMPUTING, BY USING IMPROVED ANT COLONY AND GENETIC METHOD" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 3 2018 Page 2019-2026
MLA Mr. Sachin Shingne, Dr. Umesh K Lilhore, and Mrs. Phiza Ambreen Khan. "AN EFFICIENT LOAD BALANCING METHOD FOR CLOUD COMPUTING, BY USING IMPROVED ANT COLONY AND GENETIC METHOD." International Journal Of Advance Research And Innovative Ideas In Education 4.3(2018) : 2019-2026.
APA Mr. Sachin Shingne, Dr. Umesh K Lilhore, & Mrs. Phiza Ambreen Khan. (2018). AN EFFICIENT LOAD BALANCING METHOD FOR CLOUD COMPUTING, BY USING IMPROVED ANT COLONY AND GENETIC METHOD. International Journal Of Advance Research And Innovative Ideas In Education, 4(3), 2019-2026.
Chicago Mr. Sachin Shingne, Dr. Umesh K Lilhore, and Mrs. Phiza Ambreen Khan. "AN EFFICIENT LOAD BALANCING METHOD FOR CLOUD COMPUTING, BY USING IMPROVED ANT COLONY AND GENETIC METHOD." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 3 (2018) : 2019-2026.
Oxford Mr. Sachin Shingne, Dr. Umesh K Lilhore, and Mrs. Phiza Ambreen Khan. 'AN EFFICIENT LOAD BALANCING METHOD FOR CLOUD COMPUTING, BY USING IMPROVED ANT COLONY AND GENETIC METHOD', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 3, 2018, p. 2019-2026. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/AN_EFFICIENT_LOAD_BALANCING_METHOD_FOR_CLOUD_COMPUTING__BY_USING_IMPROVED_ANT_COLONY_AND_GENETIC_METHOD_ijariie8714.pdf (Accessed : ).
Harvard Mr. Sachin Shingne, Dr. Umesh K Lilhore, and Mrs. Phiza Ambreen Khan. (2018) 'AN EFFICIENT LOAD BALANCING METHOD FOR CLOUD COMPUTING, BY USING IMPROVED ANT COLONY AND GENETIC METHOD', International Journal Of Advance Research And Innovative Ideas In Education, 4(3), pp. 2019-2026IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/AN_EFFICIENT_LOAD_BALANCING_METHOD_FOR_CLOUD_COMPUTING__BY_USING_IMPROVED_ANT_COLONY_AND_GENETIC_METHOD_ijariie8714.pdf (Accessed : )
IEEE Mr. Sachin Shingne, Dr. Umesh K Lilhore, and Mrs. Phiza Ambreen Khan, "AN EFFICIENT LOAD BALANCING METHOD FOR CLOUD COMPUTING, BY USING IMPROVED ANT COLONY AND GENETIC METHOD," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 3, pp. 2019-2026, May-Jun 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/AN_EFFICIENT_LOAD_BALANCING_METHOD_FOR_CLOUD_COMPUTING__BY_USING_IMPROVED_ANT_COLONY_AND_GENETIC_METHOD_ijariie8714.pdf [Accessed : ].
Turabian Mr. Sachin Shingne, Dr. Umesh K Lilhore, and Mrs. Phiza Ambreen Khan. "AN EFFICIENT LOAD BALANCING METHOD FOR CLOUD COMPUTING, BY USING IMPROVED ANT COLONY AND GENETIC METHOD." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 3 ().
Vancouver Mr. Sachin Shingne, Dr. Umesh K Lilhore, and Mrs. Phiza Ambreen Khan. AN EFFICIENT LOAD BALANCING METHOD FOR CLOUD COMPUTING, BY USING IMPROVED ANT COLONY AND GENETIC METHOD. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : ]; 4(3) : 2019-2026. Available from: http://ijariie.com/AdminUploadPdf/AN_EFFICIENT_LOAD_BALANCING_METHOD_FOR_CLOUD_COMPUTING__BY_USING_IMPROVED_ANT_COLONY_AND_GENETIC_METHOD_ijariie8714.pdf
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