Weighted Moving Average Forecast Model based Prediction Service Broker Algorithm for Cloud Computing
Journal: International Journal of Computer Science and Mobile Computing - IJCSMC (Vol.3, No. 2)Publication Date: 2014-02-28
Authors : Deepak Kapgate;
Page : 71-79
Keywords : Cloud Computing; Response time; Data Center Selection Algorithm; Weighted Moving Average Model; Service Broker Policy;
- PATH LOSS PREDICTION FOR GSM MOBILE NETWORKS FOR URBAN REGION OF ABA, SOUTH-EAST NIGERIA?
- Comparative Performance of Neural Network and Wavelet Based for Path Loss Prediction on Global System for Mobile Communication (GSM) in an Urban Environment
- Wavelet Based Path Loss Modeling for Global System for Mobile Communication in an Urban Environment
- Predictors of Mobile Payment Adoption among Informal Sector in South East Nigeria
- Path Loss Prediction by Robust Regression Methods
Abstract
Proper load balancing aids in minimizing resource consumption, implementing fail-over, enabling scalability, avoiding bottlenecks etc in cloud computing. In Cloud Computing Scenario Load Balancing is composed of selecting Data Center for upcoming request and Virtual machine management at individual Data Center. In this paper, we proposed and implemented Predictive Service Broker (DC selection) dynamic algorithm based on Weighted Moving Average Forecast Model in cloud computing. This study concludes that the proposed predictive DC selection algorithm mainly focus on reducing service response time observed at client side. The result shows drastic reduction in Response time at client side by using Predictive Weighted Moving Average Forecast DC selection algorithm. Various parameters are also identified such as Data Center request service times, Data Center hourly loading, total Data Transfer and Virtual machine costing and respective values are calculated.
Other Latest Articles
- Secure Hierarchical Temporal Access Control in Cloud Computing?
- Honey Trap Security Server: An Efficient Approach of Securing E-Banking Network?
- ENHANCING SECURITY IN TWO-WAY RELAY NETWORK BY USING COOPERATION JAMMING AND RELAY SELECTION APPROACH?
- Integrated System for Reading Multiple Files
- A SURVEY ON WORKFLOW SCHEDULING IN CLOUD USING ANT COLONY OPTIMIZATION?
Last modified: 2014-02-07 21:33:11