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» On Parallelization of a Video Mining System
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CCGRID
2009
IEEE
14 years 3 months ago
Performance Issues in Parallelizing Data-Intensive Applications on a Multi-core Cluster
The deluge of available data for analysis demands the need to scale the performance of data mining implementations. With the current architectural trends, one of the major challen...
Vignesh T. Ravi, Gagan Agrawal
ASAP
2005
IEEE
182views Hardware» more  ASAP 2005»
14 years 2 months ago
A Thread and Data-Parallel MPEG-4 Video Encoder for a System-On-Chip Multiprocessor
We studied the dynamic instruction count reduction for a single-thread, vectorized and a multi-threaded, non-vectorized, MPEG-4 video encoder. Results indicate a maximum improveme...
Tom R. Jacobs, José L. Núñez-...
ICDE
1999
IEEE
209views Database» more  ICDE 1999»
14 years 10 months ago
Parallel Classification for Data Mining on Shared-Memory Multiprocessors
We present parallel algorithms for building decision-tree classifiers on shared-memory multiprocessor (SMP) systems. The proposed algorithms span the gamut of data and task parall...
Mohammed Javeed Zaki, Ching-Tien Ho, Rakesh Agrawa...
ICA3PP
2005
Springer
14 years 2 months ago
Mining Traces of Large Scale Systems
Abstract— Large scale distributed computing infrastructure captures the use of high number of nodes, poor communication performance and continously varying resources that are not...
Christophe Cérin, Michel Koskas
ICMCS
2006
IEEE
109views Multimedia» more  ICMCS 2006»
14 years 2 months ago
Mining Text and Visual Links to Browse TV Programs in a Web-Like Way
As the amount of recoded TV content is increasing rapidly, people need active and interactive browsing methods. In this paper, we use both text information from closed captions an...
Xin Fan, Hisashi Miyamori, Katsumi Tanaka, Mingjin...