FUZZY LOGIC CONTROLLED RESOURCE ALLOCATION FOR EFFICIENT LOAD BALANCING IN CLOUD COMPUTING ENVIRONMENT
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 0, Vol 5, Issue 1
Abstract
This paper address the problem of managing cloud system, consisting a set of virtual machines (VMs), operating under dynamic workloads conditions. The objective of the paper is to find the best workload-VM pair in such a way to give a guarantee on his Quality-of-Services (QoS) and, at the same time, to minimize the energy consumption of the physical infrastructure running them. For that we propose a fuzzy controller, which is able to allocate the best VMs to each cloud application in such a way that the minimum amount of physical capacity needed to meet its QoS requirements. In this way the VMs are dynamically selected hence the number of physical resources that needed to be active at any given instant of time is reduced in comparison to the statically provisioned systems. This reduces the energy requirement to run a given cloud workload. We implemented a prototype of our controller on CloudSim, and tested it over different load conditions in which we compare the proposed technique against, state-of-the-art techniques. Experimental results show that proposed technique outperforms state-of-the-art techniques in terms of QoS and the amount of physical resources required.
Authors and Affiliations
Md. Jahid Akhtar
Keywords
Related Articles
- EP ID EP148847
- DOI -
- Views 34
- Downloads 0
DESIGN OF OPTICAL LIGHT COMMUNICATION SYSTEM: STUDY THE EFFECT OF LIGHT WAVELENGTH ON TRANSMISSION EFFICIENCY USING AUDIO SIGNALS
Since two decades wireless transmission technology is providing more compatibility to the end users. In coming future omnipresence of LEDs, visible light transmission by using free space is more advantage than radio freq...
TREE DATASET EXTRACTION USING HAC BASED ALGORITHM
The main objective of this project is to formulate a trouble-free ways of fetching data using TREE SET data structures and finding appropriate values and here we are using unproblematic apparent concepts of data m...
Numerically Analysis of Corrosion Resistance and Control Plate
Salt water Corrosion resistance with can potentially replace the Special marine Time applications. Corrosion is defined as the deterioration of a material, usually a metal, because of a reaction with its environme...
PWM CONTROL CHOPPER FED CLOSED LOOP DRIVE FOR DC MOTOR USING MICROCONTROLLER
The main characteristics of an electric drive system are reliability, variable speed, high performance are used due to which it can be easily control. The speed control of dc motor is very important because protec...
A REVIEW PAPER ON SOLAR THERMAL ENERGY STORAGE SYSTEM
Every city has the bang on the cost-effective growth of the company. It provides the platform through which services to be provided to the citizen. The main objective of making city smart is to improve the lifesty...