Title :
Framework for evaluating update propagation techniques in large scale data grid
Author :
Radi, Mohammed ; Mamat, Ali ; Deris, M. Mat ; Ibrahim, Hamidah ; Shamala, Subramaniam
Author_Institution :
Fac. of Comput. Sci. & Inf. Technol., Univ. Putra Malaysia, Serdang
Abstract :
This paper introduces a framework for evaluating update propagation techniques in large scale Data Grid. The framework qualitatively compares the update propagation techniques using an analytical model based network queuing model. To achieve accuracy, the framework takes into account, the computing element, storage element capacity in additional to the arrival rate, and the computational complexity moreover it consider the heterogeneity of the grid environment and the heterogeneity of the jobs. The framework can predict the utilization, response time, update propagation response time of the update propagation techniques.
Keywords :
grid computing; performance evaluation; analytical model based network queuing model; computational complexity; computing element; large scale data grid; storage element capacity; update propagation response time; Analytical models; Computational complexity; Delay; Grid computing; Information technology; Large-scale systems; Queueing analysis; Toxicology; Data Grid; Queuing Network Model; Replica consistency; Update Propagation;
Conference_Titel :
Distributed Framework and Applications, 2008. DFmA 2008. First International Conference on
Conference_Location :
Penang
Print_ISBN :
978-1-4244-2312-5
Electronic_ISBN :
978-1-4244-2313-2
DOI :
10.1109/ICDFMA.2008.4784419