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IPPS
2006
IEEE
14 years 1 months ago
Tree partition based parallel frequent pattern mining on shared memory systems
In this paper, we present a tree-partition algorithm for parallel mining of frequent patterns. Our work is based on FP-Growth algorithm, which is constituted of tree-building stag...
Dehao Chen, Chunrong Lai, Wei Hu, Wenguang Chen, Y...
ICDE
1999
IEEE
209views Database» more  ICDE 1999»
14 years 8 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...
VLDB
2005
ACM
180views Database» more  VLDB 2005»
14 years 27 days ago
Cache-conscious Frequent Pattern Mining on a Modern Processor
In this paper, we examine the performance of frequent pattern mining algorithms on a modern processor. A detailed performance study reveals that even the best frequent pattern min...
Amol Ghoting, Gregory Buehrer, Srinivasan Parthasa...
PDCAT
2004
Springer
14 years 23 days ago
View-Oriented Parallel Programming and View-Based Consistency
Abstract. This paper proposes a novel View-Oriented Parallel Programming style for parallel programming on cluster computers. ViewOriented Parallel Programming is based on Distribu...
Zhiyi Huang, Martin K. Purvis, Paul Werstein
ICPP
1998
IEEE
13 years 11 months ago
A memory-layout oriented run-time technique for locality optimization
Exploiting locality at run-time is a complementary approach to a compiler approach for those applications with dynamic memory access patterns. This paper proposes a memory-layout ...
Yong Yan, Xiaodong Zhang, Zhao Zhang