alexa Handling Load Balancing using Genetic Algorithm in Cloud Based Multimedia System
ISSN ONLINE(2320-9801) PRINT (2320-9798)

International Journal of Innovative Research in Computer and Communication Engineering
Open Access

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Research Article

Handling Load Balancing using Genetic Algorithm in Cloud Based Multimedia System

 
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Abstract

In this paper we tend to study concerning centralized hierarchal cloud-based multimedia (CMS).That consisting of a resource manager, cluster heads, and server clusters, within which the resource manager assigns purchasers that requests for transmission service tasks to server clusters in keeping with the task characteristics, then every cluster head distributes the assigned task to the servers among its server cluster. For such a sophisticated CMS, however, it's area unit search challenge to style an efficient load leveling algorithmic program that spreads the transmission service task load on servers with the token price for transmittal transmission information between server clusters and purchasers, whereas the outside load limit of every server cluster isn't profaned. in contrast to previous work, this paper takes into consideration a additional sensible dynamic multiservice state of affairs within which every server cluster solely handles a particular sort of transmission task, and every shopper requests a distinct sort of transmission service at a distinct time. Such a state of affairs are often modelled as associate whole number applied mathematics downside, that is computationally stubborn generally. As a consequence, this paper any solves the matter by associate economical genetic algorithmic program with associate migrant theme, that has been shown to be appropriate for dynamic issues. Simulation results demonstrate that the projected genetic algorithmic program will expeditiously manage with dynamic multiservice load leveling in CMS.

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