Title :
A Comparative Study of Load Balancing Algorithms in Computational Grid Environment
Author :
Goswami, Suparna ; De Sarkar, Ajanta
Author_Institution :
Dept. of Comput. Sci. & Eng., Inst. of Eng. & Manage., Kolkata, India
Abstract :
Grids are a form of distributed computing whereby a ´super virtual computer´ is composed of many networked loosely coupled computers acting together to perform very large tasks. This technology has been applied to computationally intensive scientific, mathematical and academic problems through volunteer computing, and it is used in commercial enterprises for many diverse applications. Computational grid provides resource sharing through multiinstitutional virtual organizations for dynamic problem solving. Load balancing is an important property in grid computing as the load scenarios of individual grid resources are dynamic in nature. In order to make computational grids more effective and reliable, balanced load across the grid is necessary. The objective of this paper is to review different existing load balancing algorithms or techniques applicable in grid computing. This paper also proposes an algorithm to solve the prevailing problem of dynamic load balancing with respect to deadline of job submitted by the clients.
Keywords :
grid computing; resource allocation; computational grid environment; distributed computing; dynamic load balancing algorithm; dynamic problem solving; grid computing; multiinstitutional virtual organizations; resource sharing; super virtual computer; volunteer computing; Computers; Grid computing; Heuristic algorithms; Load management; Load modeling; Processor scheduling; Resource management; Grid computing; deadline stringency; load balancing; resource utilization;
Conference_Titel :
Computational Intelligence, Modelling and Simulation (CIMSim), 2013 Fifth International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4799-2308-3
DOI :
10.1109/CIMSim.2013.24