A Failure Handling Framework for Distributed Data Mining Services on the Grid

被引：0

作者：

Cesario, Eugenio ^{[1
]}

Talia, Domenico ^{[2
]}

机构：

[1] ICAR CNR, Arcavacata Di Rende, Italy

[2] Univ Calabria, ICAR CNR, Arcavacata Di Rende, Italy

来源：

PROCEEDINGS OF THE 19TH INTERNATIONAL EUROMICRO CONFERENCE ON PARALLEL, DISTRIBUTED, AND NETWORK-BASED PROCESSING | 2011年

关键词：

Distributed Data Mining; Fault Tolerance; Grid computing; FAULT-TOLERANCE;

D O I：

10.1109/PDP.2011.50

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Fault tolerance is an important issue in Grid computing, where many and heterogenous 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 fault tolerance in the Grid. The framework allows users to achieve failure recovery whenever a crash can occur on a Grid node involved in the computation. The implemented framework has been evaluated on a real Grid setting to assess its effectiveness and performance.

引用

页码：70 / 79

页数：10

共 21 条

[1] The design of discovery net: Towards open grid services for knowledge discovery [J].

AlSairafi, S ;

Emmanouil, FS ;

Ghanem, M ;

Giannadakis, N ;

Guo, Y ;

Kalaitzopoulos, D ;

Osmond, M ;

Rowe, A ;

Syed, J ;

Wendel, P .

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 2003, 17 (03) :297-315

[2]

[Anonymous], 2006, Introduction to Data Mining

[3] Application level fault tolerance in heterogeneous networks of workstations [J].

Beguelin, A ;

Seligman, E ;

Stephan, P .

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 1997, 43 (02) :147-155

[4] The knowledge grid [J].

Cannataro, M ;

Talia, D .

COMMUNICATIONS OF THE ACM, 2003, 46 (01) :89-93

[5]

Cesario E., 2008, P 10 INT WORKSH HIGH, P409

[6]

Dhillon I, 1999, P KDD WORKSH HIGH PE

[7]

Foster K.J.M.N.S.T. Ian., 2003, GRID COMPUTING, P217, DOI DOI 10.1002/0470867167.CH8

[8]

Gibson Garth A., 2006, P INT C DEP SYST NET, P10

[9]

Guerraoui R., 1996, Reliable Software Technologies - Ada-Europe '96. 1996 Ada-Europe International Conference on Reliable Software Technologies. Proceedings, P38, DOI 10.1007/BFb0013477

[10]

Hall L., 1997, WORK NOT KDD 97 WORK

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