High-performance data mining on networks of workstations

Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello

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Abstract

In this paper we present G-Net, a distributed algorithm able to infer classifiers from pre-collected data, and its implementation on Networks of Workstations (NOWs). In order to effectively exploit the computing power provided by NOWs, G-Net incorporates a set of dynamic load distribution techniques that allow it to adapt its behavior to variations in the computing power due to resource contention.

Lingua originaleInglese
Titolo della pubblicazione ospiteFoundations of Intelligent Systems - 11th International Symposium, ISMIS 1999, Proceedings
EditorZbigniew W. Raś, Zbigniew W. Raś, Andrzej Skowron
EditoreSpringer Verlag
Pagine520-528
Numero di pagine9
ISBN (stampa)354065965X, 9783540659655
DOI
Stato di pubblicazionePubblicato - 1999
Evento11th International Symposium on Methodologies for Intelligent Systems, ISMIS 1999 - Warsaw, Poland
Durata: 8 giu 199911 giu 1999

Serie di pubblicazioni

NomeLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1609
ISSN (stampa)0302-9743
ISSN (elettronico)1611-3349

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???event.eventtypes.event.conference???11th International Symposium on Methodologies for Intelligent Systems, ISMIS 1999
Paese/TerritorioPoland
CittàWarsaw
Periodo8/06/9911/06/99

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