Title :
Comparison of Load Balancing Algorithms in a Grid
Author :
Janhavi, B. ; Surve, Sunil ; Prabhu, Sapna
Author_Institution :
Inf. Technol. Dept., Don Bosco Inst. of Technol., Mumbai, India
Abstract :
The ever changing demands on the computational resources have generated the need for solutions that are more flexible. Using a ¿bigger box¿ that has more and faster processors and permanent storage or more random access memory (RAM) is not a viable solution as the system usage patterns vary. A grid based distributed system can solve this problem by allowing multiple independent jobs to run over a network of heterogeneous computing nodes. Keeping the workload represented by these jobs balanced over the network of computers requires network-aware load balancing algorithms that are dynamic and quick. The objective of this paper work is to review the different load balancing algorithms for the grid, identify the comparison metrics for the load balancing algorithms and to carry out comparison between these algorithms based on these identified metrics.
Keywords :
grid computing; resource allocation; grid based distributed system; heterogeneous computing node network; network-aware load balancing algorithms; random access memory; Computer networks; Data engineering; Distributed computing; Educational institutions; Grid computing; Information technology; Load management; Random access memory; Read-write memory; Runtime; grid; load balancing; metrics for comparison;
Conference_Titel :
Data Storage and Data Engineering (DSDE), 2010 International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4244-5678-9
DOI :
10.1109/DSDE.2010.13