International Journal of Emerging Trends & Technology in Computer Science
A Motivation for Recent Innovation & Research
ISSN 2278-6856
www.ijettcs.org
Call for Paper, Published Articles, Indexing Infromation
Title: |
A Study of Load Balancing with Energy Conservation: A New Approach to Load Balancing With Energy Conservation Using Bayesian Optimization Algorithm in MANET
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Author Name: |
R. Keerthana, Dr.R.Lakshmi |
Abstract: |
Abstract: In Mobile Ad hoc Network, solving the load
imbalance in routing with respect to energy conservation is an
important issue which is likely to be addressed. Nowadays there
are many load balancing techniques such as Energy-aware load
balancing multipath routing protocol for MANET’S, Modified
Energy Aware Load Balancing Multipath, and Energy
efficiency and load balanced geographic routing has been used
to solve this problem. In line with, this paper introduces a new
technique which uses Bayesian Optimization Algorithm along
with link aware on demand multipath load balancing and MAC
based state transition for preserving node lifespan to optimize
the load imbalance which results in minimum energy
consumption in the network. This research work includes a
various study on load balancing and identified the different
issues like congestion control, end-to-end delay, energy
consumption etc. Energy conservation is considered to be the
most important factor because heavy loaded nodes can exhaust
battery energy leads to degradation of a network. Initially, this
proposed algorithm will be implemented and tested on a small
set of nodes in a MANET using NS simulator and analyzes its
performance.
Keywords: Manet, Load Balancing, Bayesian Optimization
Algorithm, Energy Consumption |
Cite this article: |
R. Keerthana, Dr.R.Lakshmi , "
A Study of Load Balancing with Energy Conservation: A New Approach to Load Balancing With Energy Conservation Using Bayesian Optimization Algorithm in MANET " , International Journal of Emerging Trends & Technology in Computer Science (IJETTCS),
Volume 7, Issue 2, March - April 2018 , pp.
045-053 , ISSN 2278-6856.
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