Title :
Large Scale Data Management in Grid Systems: a Survey
Author :
Hameurlain, Abdelkader ; Morvan, Franck ; Samad, Mahmoud El
Author_Institution :
Inst. de Rech. en Inf. de Toulouse IRIT, Paul Sabatier Univ., Toulouse
Abstract :
Today the grid computing, intended initially for the intensive computing, open towards the management of voluminous, heterogeneous, and distributed data on a large-scale environment. The grid data management raises new problems and presents real challenges: resource discovery, efficiency of access, autonomic management, security, and benchmarking. This importance comes out of characteristics offered by grid systems: autonomy, heterogeneity and dynamicity of nodes. Firstly, we recall the fundamental problems of the large scale data management in grid systems and characteristics of these systems. Then, we describe in a highlight way proposed approaches (Web services, P2P techniques, Agent-based approach) for resource discovery. The remainder of the paper is devoted to point out the contributions of mobile agents for some problems of large scale data management, in particularly: dynamic query optimization, task placement, and embedded cost model. We show how mobile agents can help for decentralized control, and scaling.
Keywords :
data mining; embedded systems; grid computing; mobile agents; query processing; task analysis; dynamic query optimization; embedded cost model; grid computing; grid data management; grid system; large scale data management; mobile agents; resource discovery; task placement; Cost function; Data security; Distributed computing; Environmental management; Grid computing; Large-scale systems; Mobile agents; Query processing; Resource management; Web services; Data Management; Grid Computing; Mobile Agents;
Conference_Titel :
Information and Communication Technologies: From Theory to Applications, 2008. ICTTA 2008. 3rd International Conference on
Conference_Location :
Damascus
Print_ISBN :
978-1-4244-1751-3
Electronic_ISBN :
978-1-4244-1752-0
DOI :
10.1109/ICTTA.2008.4530359