High Performance Dynamic Load Balancing With Inter-Dependent Tasks And Dependent Tasks in Cloud Computing Environments
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 3, Issue 12
Abstract
Cloud computing is an entirely internet-based approach where all the applications and files are hosted on a cloud which consists of thousands of computers interlinked together in a complex manner. A load balancing algorithm attempts to improve the response time of user’s submitted applications by ensuring maximal utilization of available resources. The main objective of load balancing methods is to speed up the execution of applications on resources whose workload varies at run time in unpredictable way. Load balancing of non preemptive independent tasks on virtual machines (VMs) is an important aspect of task scheduling in clouds. Whenever certain VMs are overloaded and remaining VMs are under loaded with tasks for processing, the load has to be balanced to achieve optimal machine utilization. Previous work Propose an algorithm named honey bee behavior inspired load balancing (HBB-LB), which aims to achieve well balanced load across virtual machines for maximizing the throughput. But the major problem of this work well for independent task and it doesn’t work well for dependent task. Improve the results of the existing bee colony optimization methods, in this work proposed a novel modified artificial bee colony algorithm which supports for dependent and independent task with modified artificial bee colony algorithm for load balancing tasks. The effectiveness of the proposed Modified Artificial Bee Colony for load balancing dependent and independent tasks (MABC-LBDIID) algorithms in reducing the operational cost of the cloud system is demonstrated by comparing the results with existing HBB-LB .The proposed algorithm also balances the priorities of tasks on the machines in such a way that the amount of waiting time of the tasks in the queue is minimal.
Authors and Affiliations
B. Subramani
Keywords
Related Articles
- EP ID EP111738
- DOI -
- Views 89
- Downloads 0
APPLICATION OF VALUE ENGINEERING TECHNIQUES IN BUILDING CONSTRUCTION PROJECTS
Value Engineering is a creative, organized effort, which analyzes the requirements of a project for the purpose of achieving the essential functions at the lowest total costs over the life of the project. Through a...
MODIFIED SIERPINSKI CARPET FRACTAL ANTENNA FOR WIRELESS APPLICATION
This paper describes the design and fabrication of modified multiband Sierpinski Carpet Fractal antenna. This paper proposed the investigation of frequency ranges between 1GHz to 10GHz. This modified fractal anten...
THE EFFECT OF PROJECT LIFE CYCLE’S STAGES ON SUDANESE CONSTRUCTION PROJECTS
The Sudanese construction sector is characterized by many small and large projects and high labor intensity, and accounted for 3.2% of the Sudanese country’s GDP. The basic problem which had faced the Sudanese constr...
SEE SAW BASED REGENERATIVE POWER SYSTEM
Research related to electrical vehicles is gaining importance due to the energy crisis. Using regenerative braking when braking, improves the efficiency of an electric vehicle as it recovers energy that could go to wast...
A CPW Fed Octagonal Patched Antenna for UWB Applications
In this paper, we present a CPW fed octagonal patch antenna with hexagonal slot for ultra wideband (UWB) application. The proposed antenna is designed on FR4 substrate with dielectric constant 4.4 has dimension 29 X 31...