Paper Title
A Heuristic Approach for Optimizing Performance in Software-Defined Networks
Article Identifiers
Authors
P.R.RUPASHINI , A.SUBASHINI , L.BABITHA , V.BHUVANESWARI
Keywords
ANN, Evolutionary Optimization, SDN, Genetic Algorithms, ESFLA
Abstract
Another half breed clever approach for enhancing the execution of Software-Defined Networks (SDN), in light of heuristic advancement techniques coordinated with Artificial Neural Network (ANN) worldview is exhibited. Evolutionary Optimization techniques, such as Shuffled Frog Leap Algorithm (SFLA) and Genetic Algorithms (GA) are employed to find the best set of inputs that give the maximum performance of an SDN. The Neural Network model is trained and applied as an approximator of SDN behavior. An analytical investigation has been conducted to distinguish the optimal optimization approach based on SDN performance as an objective function as well as the computational time. After getting the general model of the Neural Network through testing it with unseen data, this model has been implemented with SFLA and GA to find the best performance of SDN. The SFLA approach combined with SDN, represented by ANN, is identified as a comparatively better configuration regarding its performance index as well as its computational efficiency.
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How To Cite (APA)
P.R.RUPASHINI , A.SUBASHINI, L.BABITHA, & V.BHUVANESWARI (June-2017). A Heuristic Approach for Optimizing Performance in Software-Defined Networks. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 2(6), 77-80. https://ijnrd.org/papers/IJNRD1706013.pdf
Issue
Volume 2 Issue 6, June-2017
Pages : 77-80
Other Publication Details
Paper Reg. ID: IJNRD_170080
Published Paper Id: IJNRD1706013
Downloads: 000121988
Research Area: Engineering
Country: Coimbatore, Tamil Nadu, India
Published Paper PDF: https://ijnrd.org/papers/IJNRD1706013.pdf
Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD1706013
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Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)
ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016
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This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition
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