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HPCC
2010
Springer
13 years 8 months ago
A Generic Algorithm Template for Divide-and-Conquer in Multicore Systems
The divide-and-conquer pattern of parallelism is a powerful approach to organize parallelism on problems that are expressed naturally in a recursive way. In fact, recent tools such...
Carlos H. Gonzalez, Basilio B. Fraguela
JMLR
2010
170views more  JMLR 2010»
13 years 6 months ago
A Streaming Parallel Decision Tree Algorithm
A new algorithm for building decision tree classifiers is proposed. The algorithm is executed in a distributed environment and is especially designed for classifying large datase...
Yael Ben-Haim, Elad Tom-Tov