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Title: :  Load Balancing Using Joint Optimization Of Bandwidth
PaperId: :  7770
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 2 2018
DUI:    16.0415/IJARIIE-7770
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
SunilPrakashSRM Institute Of Science And Technology
Rikhil G RSRM Institute Of Science And Technology
Alen Mammen IvanSRM Institute Of Science And Technology
Devender SinghSRM Institute Of Science And Technology
Vidhya Vani ASRM Institute Of Science And Technology

Abstract

Computer Science Engineering
Joint Optimization of Bandwidth
In large-scale Internet applications running on geographically distributed datacenters, such as video streaming, it is important to efficiently allocate requests among datacenters. To the best of our knowledge, existing approaches, however, either solely focus on minimizing total cost for provider, or guaranteeing QoS for end-users. In this paper, we apply the software defined network (SDN) controller to enable the central control of the entire network, and propose a joint optimization model to consider high bandwidth utilization for provider and low delay for users. We present the Nash bargaining solution (NBS) based method to model both requirements of provider’s high bandwidth utilization and end-users’ low delay. Specifically, we formulate the design of request allocation under those requirements as an optimization problem, which is NP-hard. To solve such hard optimization problem, we develop an efficient algorithm blending the advantages of Logarithmic Smoothing technique and the auxiliary variable method. According to the theoretical analysis, we verify the existence and uniqueness of our solution and the convergence of our algorithm. We conduct a large amount of experiments based on real-world workload traces and demonstrate the efficiency of our algorithm compared to both greedy and locality algorithms.

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IJARIIE SunilPrakash, Rikhil G R, Alen Mammen Ivan, Devender Singh, and Vidhya Vani A. "Load Balancing Using Joint Optimization Of Bandwidth" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 2 2018 Page 1326-1331
MLA SunilPrakash, Rikhil G R, Alen Mammen Ivan, Devender Singh, and Vidhya Vani A. "Load Balancing Using Joint Optimization Of Bandwidth." International Journal Of Advance Research And Innovative Ideas In Education 4.2(2018) : 1326-1331.
APA SunilPrakash, Rikhil G R, Alen Mammen Ivan, Devender Singh, & Vidhya Vani A. (2018). Load Balancing Using Joint Optimization Of Bandwidth. International Journal Of Advance Research And Innovative Ideas In Education, 4(2), 1326-1331.
Chicago SunilPrakash, Rikhil G R, Alen Mammen Ivan, Devender Singh, and Vidhya Vani A. "Load Balancing Using Joint Optimization Of Bandwidth." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 2 (2018) : 1326-1331.
Oxford SunilPrakash, Rikhil G R, Alen Mammen Ivan, Devender Singh, and Vidhya Vani A. 'Load Balancing Using Joint Optimization Of Bandwidth', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 2, 2018, p. 1326-1331. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Load_Balancing_Using_Joint_Optimization_Of_Bandwidth_ijariie7770.pdf (Accessed : 15 July 2018).
Harvard SunilPrakash, Rikhil G R, Alen Mammen Ivan, Devender Singh, and Vidhya Vani A. (2018) 'Load Balancing Using Joint Optimization Of Bandwidth', International Journal Of Advance Research And Innovative Ideas In Education, 4(2), pp. 1326-1331IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Load_Balancing_Using_Joint_Optimization_Of_Bandwidth_ijariie7770.pdf (Accessed : 15 July 2018)
IEEE SunilPrakash, Rikhil G R, Alen Mammen Ivan, Devender Singh, and Vidhya Vani A, "Load Balancing Using Joint Optimization Of Bandwidth," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 2, pp. 1326-1331, Mar-App 2018. [Online]. Available: https://ijariie.com/AdminUploadPdf/Load_Balancing_Using_Joint_Optimization_Of_Bandwidth_ijariie7770.pdf [Accessed : 15 July 2018].
Turabian SunilPrakash, Rikhil G R, Alen Mammen Ivan, Devender Singh, and Vidhya Vani A. "Load Balancing Using Joint Optimization Of Bandwidth." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 2 (15 July 2018).
Vancouver SunilPrakash, Rikhil G R, Alen Mammen Ivan, Devender Singh, and Vidhya Vani A. Load Balancing Using Joint Optimization Of Bandwidth. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : 15 July 2018]; 4(2) : 1326-1331. Available from: https://ijariie.com/AdminUploadPdf/Load_Balancing_Using_Joint_Optimization_Of_Bandwidth_ijariie7770.pdf
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