Titre :

Webservices oriented data mining in knowledge architecture.

Auteur(s) :

Olejnik, Richard [Auteur]
Contributions of the Data parallelism to real time [DART]
Laboratoire d'Informatique Fondamentale de Lille [LIFL]
Fortis, Teodor-Florin [Auteur]
Toursel, Bernard [Auteur]
Laboratoire d'Informatique Fondamentale de Lille [LIFL]

Titre de la revue :

Future Generation Computer Systems

Pagination :

pp 436-443

Éditeur :

Elsevier

Date de publication :

2008-10-08

ISSN :

0167-739X

Mot(s)-clé(s) en anglais :

Grid technology
Software architecture
Data mining
Service oriented architecture (SOA)
Workflows

Discipline(s) HAL :

Informatique [cs]/Calcul parallèle, distribué et partagé [cs.DC]
Informatique [cs]/Génie logiciel [cs.SE]

Résumé en anglais : [en]

Massive parallelism is required for an efficient solution to data mining tasks, considering the proliferation of data and the need for high computational effort. The DisDaMin (Distributed Data Mining) project addressed ...
Lire la suite >Massive parallelism is required for an efficient solution to data mining tasks, considering the proliferation of data and the need for high computational effort. The DisDaMin (Distributed Data Mining) project addressed distributed discovery and knowledge discovery through parallelization of data mining tasks. DisDaMin algorithms are based on the DG-ADAJ (Desktop-Grid Adaptive Application in Java), a middleware platform for Desktop Grid used as a deployment mechanism for DisDaMin algorithms. On the top of DG-ADAJ, SOA specific components could be employed to provide additional features and to improve current operation. An ESB (Enterprise Service Bus) built on the top of DG-ADAJ is going to provide improved availability, solve interoperability issues by exposing services through well established interfaces, and offer a loosely coupled infrastructure. An additional enactment layer is going to improve the performance of intelligent fragmentation of data, offering at the same time the necessary support for the execution of data workflows.Lire moins >

Langue :

Anglais

Comité de lecture :

Oui

Audience :

Internationale

Vulgarisation :

Non

Collections :

• Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189

Source :

Harvested from HAL