DocumentCode :
1988537
Title :
Performance Analysis in Distributed System of Dynamic Load Balancing Using Fuzzy Logic
Author :
Saxena, Shanky ; Khan, Mohd Zihaib ; Singh, Rajdeep
Author_Institution :
Deptt. of Comput. Sci. & Eng., Invertis Univ., Bareilly, India
fYear :
2012
fDate :
27-30 May 2012
Firstpage :
1
Lastpage :
5
Abstract :
Load balancing is the process of improving the performance of a parallel and distributed system through a redistribution of load among the processors. So fast and Precise Load balancing is an essential factor in increasing distributed system operation efficiency. But it is a challenging task in large scale distributed system because the global state of distributed systems is always dynamically changed. For high throughput, availability and scalability the distributed system needs efficient load balancing. In this paper we present the analytical comparison of dynamic load balancing algorithm with fuzzy based dynamic load balancing algorithm which is based on an intelligent fuzzy grouping approach. The Fuzzy algorithms are utilize the membership function due to this it have more efficient task migration and task selection policies in comparison to simple dynamic load balancing i.e the load is transfer effectively in less time from one node to another. It also provides considerable improvement in overall performance such as short response times, high throughputs, and short turnaround times.
Keywords :
fuzzy logic; parallel processing; software performance evaluation; fuzzy algorithms; fuzzy based dynamic load balancing algorithm; fuzzy logic; intelligent fuzzy grouping approach; large scale distributed system; parallel system; performance analysis; task migration; task selection policies; Algorithm design and analysis; Fuzzy logic; Heuristic algorithms; Load management; Receivers; Resource management; Throughput;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering and Technology (S-CET), 2012 Spring Congress on
Conference_Location :
Xian
Print_ISBN :
978-1-4577-1965-3
Type :
conf
DOI :
10.1109/SCET.2012.6341923
Filename :
6341923
Link To Document :
بازگشت