Title :
A sender initiate based hierarchical load balancing technique for grid using variable threshold value
Author :
Rathore, Nisha ; Chana, Inderveer
Author_Institution :
Dept. of Comput. Sci. & Eng., Jaypee Univ. of Eng. & Technol., Guna, India
Abstract :
In this paper, a hierarchical load balancing technique has been presented, which is based on variable threshold value. Through this paper, an attempt has been made to solve the problem of load balancing while maintaining the resource utilization and response time with the help of sender initiative policy. The proposed technique is suitable for dynamic and decentralized Grid environments. The load is divided into different categories like lightly loaded, under-lightly loaded, overloaded, normally loaded, based thresholds values. A threshold value, which can be found out using load deviation, is responsible for transfer the task and flow of workload information. In order to increase the response time and decrease throughput of the Grid, a sender initiated policy has been introduced to reduce the communication overhead. The model has been rigorously examined over the GridSim simulator using various parameters like execution time, response time, makespan etc. Experimental results prove the superiority over existing techniques.
Keywords :
grid computing; resource allocation; GridSim simulator; communication overhead; decentralized grid environments; dynamic grid environments; grid computing; load deviation; resource utilization; sender initiate based hierarchical load balancing technique; sender initiative policy; variable threshold value; workload information flow; Algorithm design and analysis; Load management; Load modeling; Radio spectrum management; Resource management; Time factors; Time-frequency analysis; Architecture; Communication overhead; Grid computing; GridSim; Load balancing;
Conference_Titel :
Signal Processing, Computing and Control (ISPCC), 2013 IEEE International Conference on
Conference_Location :
Solan
Print_ISBN :
978-1-4673-6188-0
DOI :
10.1109/ISPCC.2013.6663440