DocumentCode :
2592355
Title :
Heuristics-Aided Load Balancing in Distributed Systems and Node Prioritization: An Intelligent Approach
Author :
Jain, Shardul ; Singh, Himanshu ; Chauhan, Ankur ; Pandey, Deepak ; Chandra, Satish
Author_Institution :
Comput. Sci., Jaypee Univ. of Inf. Technol., Waknaghat, India
fYear :
2010
fDate :
24-26 March 2010
Firstpage :
521
Lastpage :
526
Abstract :
A distributed computing system uses the computational powers of the nodes on a network. Using a distributed approach a complex task can be divided into simpler tasks having less computational times. A serious difficulty in concurrent programming of a distributed environment is of node prioritization and load balancing. In this paper we present a novel technique for node prioritization & also propose a Load balancing technique based on heuristics. Experimental results show that the proposed model not only does the load balancing efficiently but it also increases the optimization of the network by assigning the best available node to a task.
Keywords :
concurrency control; optimisation; resource allocation; concurrent programming; distributed computing system; heuristics aided load balancing; network optimization; node prioritization; Computer networks; Computer science; Distributed computing; Grid computing; Heuristic algorithms; Information technology; Load management; Peer to peer computing; Processor scheduling; Resource management; Efficiency Factor (EF); Load balancing; Network Factor; Node prioritization; Node prioritization factor (NPF);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Modelling and Simulation (UKSim), 2010 12th International Conference on
Conference_Location :
Cambridge
Print_ISBN :
978-1-4244-6614-6
Type :
conf
DOI :
10.1109/UKSIM.2010.101
Filename :
5480501
Link To Document :
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