An Efficient Method for Estimation of Cost in Cloud Computing using Neural Network

Amritdeep Singh Mann  and Vijay Kumar

doi:10.17485/ijst/2016/v9i44/100283

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An Efficient Method for Estimation of Cost in Cloud Computing using Neural Network

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Indian Journal of Science and Technology

DOI: 10.17485/ijst/2016/v9i44/100283

Year: 2016, Volume: 9, Issue: 44, Pages: 1-10

Original Article

An Efficient Method for Estimation of Cost in Cloud Computing using Neural Network

Amritdeep Singh Mann^* and Vijay Kumar

Chandigarh University, Gharuan - 140413, Punjab, India; [email protected], [email protected]

*Author for correspondence
Amritdeep Singh Mann
Chandigarh University, Gharuan - 140413, Punjab, India; [email protected],

This work is licensed under a Creative Commons Attribution 4.0 International License.

Abstract

Objectives: To study the cost estimation using FFNN (Feed Forward Neural Network) and BPNN (Back Propagation Neural Network). Methods/Statistical Analysis: In proposed work, resource allocation has been done in which cost function has been estimated. The whole simulation is being done using MATLAB 2010a environment. Findings: From the simulation results, it is analyzed that using FFNN, 95% of accuracy is achieved. Application/Improvements: With the advent of this technology, the cost of computation, application hosting, proper storage of content and delivery is abridged considerably.

Keywords: Back Propagation Neural Network, Cloud Computing, Cost Estimation, Feed Forward Neural Network, Resource Allocation