dRAP: A Framework for Distributed Mining Firts-Order Frequent Patterns

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F06%3A00017160" target="_blank" >RIV/00216224:14330/06:00017160 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
čeština
Original language name
dRAP: A Framework for Distributed Mining Firts-Order Frequent Patterns
Original language description
In this paper dRAP, a framework for distributed mining first-order frequent patterns is presented. It extends the RAP system for running on parallel shared-nothing architecture. It utilizes several well-known methods for parallel mining propositional frequent patterns and new algorithm that minimizes communication overhead. We show that the new algorithm require significantly smaller number of messages passed than the other methods.
Czech name
dRAP: A Framework for Distributed Mining Firts-Order Frequent Patterns
Czech description
In this paper dRAP, a framework for distributed mining first-order frequent patterns is presented. It extends the RAP system for running on parallel shared-nothing architecture. It utilizes several well-known methods for parallel mining propositional frequent patterns and new algorithm that minimizes communication overhead. We show that the new algorithm require significantly smaller number of messages passed than the other methods.

Publication year
2006
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
16th International Conference on Inductive Logic Programming
ISBN
84-9749-206-4
ISSN
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e-ISSN
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Number of pages
3
Pages from-to
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Publisher name
University of Coruna
Place of publication
Santiago de Compostela, Spain
Event location
Santiago de Compostela, Spain
Event date
Aug 24, 2006
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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