Prognostic Load Balancing Strategy for Latency reduction in Mobile Cloud Computing

Authors

  • Ibrahim A. Cheema University of Agriculture, Faisalabad
  • Mudassar Ahmad Universiti Teknologi Malaysia, Johor Bahru
  • Fahad Jan University of Agriculture, Faisalabad
  • Dr. Asri Bin Ngadi Universiti Teknologi Malaysia, Johor Bahru

DOI:

https://doi.org/10.24297/ijct.v9i2.4172

Keywords:

Mobile Cloud Computing (MCC), Cloud Computing (CC), Load Balancing Strategy, Load Balancing Techniques, Load Balancing Matrices

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.  

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Author Biographies

Ibrahim A. Cheema, University of Agriculture, Faisalabad

Department of Computer Science

Mudassar Ahmad, Universiti Teknologi Malaysia, Johor Bahru

Department of Computing

Fahad Jan, University of Agriculture, Faisalabad

Department of Computer Science

Dr. Asri Bin Ngadi, Universiti Teknologi Malaysia, Johor Bahru

Department of Computing

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Published

2013-07-15

How to Cite

Cheema, I. A., Ahmad, M., Jan, F., & Bin Ngadi, D. A. (2013). Prognostic Load Balancing Strategy for Latency reduction in Mobile Cloud Computing. INTERNATIONAL JOURNAL OF COMPUTERS &Amp; TECHNOLOGY, 9(2), 1080–1090. https://doi.org/10.24297/ijct.v9i2.4172

Issue

Section

Research Articles