2006
Conference article
Unknown
A parallel data management layer for data mining
Coppola M., Pesciullesi P., Presti L., Ravazzolo R., Vanneschi M.
Data management Parallel I/O Parallel data mining Knowledge Discovery in Databases
We propose the design of a data management abstraction level to implement a full set of parallel KDD applications with minimal performance overhead and greater scalability than conventional DBMS, providing a high-level parallel API to be exploited by parallel and out-of-core data mining algorithms. We describe an existing prototype and report examples and first test results with mining algorithms.
Source: Parco 2005, pp. 531–538, Malaga, Spain, 13-16/09/2005
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BibTeX entry
@inproceedings{oai:it.cnr:prodotti:91788,
title = {A parallel data management layer for data mining},
author = {Coppola M. and Pesciullesi P. and Presti L. and Ravazzolo R. and Vanneschi M.},
booktitle = {Parco 2005, pp. 531–538, Malaga, Spain, 13-16/09/2005},
year = {2006}
}CNR authorsLaboratories
0000-0002-7937-4157CNR ExploRA