Prognostic Load Balancing Strategy for Latency reduction in Mobile Cloud Computing

Journal Title: INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY - Year 2013, Vol 9, Issue 2

Abstract

In Mobile Cloud Computing (MCC), load balancing is essential to distribute the local workload evenly across all the nodes either statically or dynamically. A high level of user satisfaction and resource utilization ratio can be achieved by ensuring an efficient and fair allocation of all computing resources. In the absence of proper load balancing strategy/technique the growth of MCC will never go as per predictions. The appropriate load balancing helps in minimizing resource consumption, implementing fail-over, enabling scalability, avoiding bottlenecks. In this paper, a prognostic load balancing strategy is proposed and implemented for computational latency reduction in MCC. Also the results of proposed technique is compared with existing techniques. Finally this study concludes that the proposed predictive technique reduces associated overheads, service response time and improves performance. There are also Various parameters that are identified and used to compare the existing techniques.  

Authors and Affiliations

Ibrahim A. Cheema, Mudassar Ahmad, Fahad Jan, Dr. Asri Bin Ngadi

Keywords

Related Articles

Hand gesture recognition using average background and logical heuristic equations

This paper introduces a hand gesture recognition algorithm for Human Computer Interaction using real-time video streaming .The background subtraction technique is used to extract the ROI (Region Of Interest) of the hand....

Test Case Selection and Prioritization for Regression Testing using Fault Severity

Regression testing is a significant but a very expensive testing process .Test case prioritization is a technique to schedule and execute the test cases in such an order that results in increasing their ability to meet s...

A METRICS BASED APPROACH TO ANALYSE WEB USAGE PATTERN

Web metrics are established goals and standards for measuring website performance. Web Analytics can be used to analyze and statistically process user and customer behavior. Web Analytics especially refers to the use of...

A Robust High Performance Face Recognition using Decorrelation of Local Features by Discrete Cosine Transforms

This paper proposes a novel method of face recognition using de-correlation of local features using Discrete Cosine Transforms (DCT). The impulse for the proposed idea is with the fact that histograms DC constituent of l...

A novel method for secret image sharing Using nibble exchange

This paper proposes a new scheme for secret image sharing which shuffles and manipulates the nibbles (and hence the bytes) of the pixel values of the images. We have developed a new algorithm called LDRU (Left-Down-Right...

Download PDF file
  • EP ID EP650183
  • DOI 10.24297/ijct.v9i2.4172
  • Views 109
  • Downloads 0

How To Cite

Ibrahim A. Cheema, Mudassar Ahmad, Fahad Jan, Dr. Asri Bin Ngadi (2013). Prognostic Load Balancing Strategy for Latency reduction in Mobile Cloud Computing. INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY, 9(2), 1080-1090. https://europub.co.uk/articles/-A-650183