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ICDCS
2002
IEEE
15 years 9 months ago
A Fully Distributed Framework for Cost-Sensitive Data Mining
Data mining systems aim to discover patterns and extract useful information from facts recorded in databases. A widely adopted approach is to apply machine learning algorithms to ...
Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. S...
ICDE
2009
IEEE
157views Database» more  ICDE 2009»
16 years 5 months ago
A Rule-Based Classification Algorithm for Uncertain Data
Abstract-- Data uncertainty is common in real-world applications due to various causes, including imprecise measurement, network latency, outdated sources and sampling errors. Thes...
Biao Qin, Yuni Xia, Sunil Prabhakar, Yi-Cheng Tu
EUROPAR
2005
Springer
15 years 9 months ago
A Detailed Study on Phase Predictors
Most programs are repetitive, meaning that some parts of a program are executed more than once. As a result, a number of phases can be extracted in which each phase exhibits simila...
Frederik Vandeputte, Lieven Eeckhout, Koen De Boss...
IPPS
2005
IEEE
15 years 9 months ago
A Comparison of MPI and Process Networks
The Message Passing Interface (MPI) is a popular communication library that supports the SIMD model of parallel computing. Process networks (PN), where processes communicate throu...
Thomas M. Parks
IPPS
2005
IEEE
15 years 9 months ago
Distributed Scheduling of Parallel I/O in the Presence of Data Replication
This paper studies distributed scheduling of parallel I/O data transfers on systems that provide data replication. In our previous work, we proposed a centralized algorithm for so...
Jan-Jan Wu, Pangfeng Liu