Fault-Tolerant Distributed Knowledge Discovery Services for Grids

Author

Cesario, Eugenio ; Talia, Domenico

Author_Institution

ICAR, Rende, Italy

fYear

2012

fDate

4-6 July 2012

Firstpage

1036

Lastpage

1041

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Complex, Intelligent and Software Intensive Systems (CISIS), 2012 Sixth International Conference on

Conference_Location

Palermo

Print_ISBN

978-1-4673-1233-2

Type

conf

DOI

10.1109/CISIS.2012.38

Filename

6245693