Title :
Fault-Tolerant Distributed Knowledge Discovery Services for Grids
Author :
Cesario, Eugenio ; Talia, Domenico
Author_Institution :
ICAR, Rende, Italy
Abstract :
Fault tolerance is an important issue in service oriented architectures like Grid and Cloud systems, where many and heterogeneous machines are used. In this paper we present a flexible failure handling framework which extends a service-oriented architecture for Distributed Data Mining previously proposed, addressing the requirements for handling fault tolerance in service-oriented Grids. In particular, two different solutions are described and experimentally evaluated on a real Grid setting, aimed at assessing their effectiveness and performance.
Keywords :
data mining; fault tolerant computing; grid computing; service-oriented architecture; cloud system; distributed data mining; fault tolerance handling; fault-tolerant distributed knowledge discovery service; flexible failure handling framework; grid computing; grid system; heterogeneous machines; service oriented architecture; Computational modeling; Computer architecture; Computer crashes; Data mining; Fault tolerance; Fault tolerant systems; Servers; Distributed Data Mining; Fault Tolerance; Grid computing;
Conference_Titel :
Complex, Intelligent and Software Intensive Systems (CISIS), 2012 Sixth International Conference on
Conference_Location :
Palermo
Print_ISBN :
978-1-4673-1233-2
DOI :
10.1109/CISIS.2012.38
