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PLDI
2012
ACM
12 years 16 days ago
Speculative separation for privatization and reductions
Automatic parallelization is a promising strategy to improve application performance in the multicore era. However, common programming practices such as the reuse of data structur...
Nick P. Johnson, Hanjun Kim, Prakash Prabhu, Ayal ...
JMLR
2010
170views more  JMLR 2010»
13 years 8 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
JSSPP
2009
Springer
14 years 4 months ago
Scalability Analysis of Job Scheduling Using Virtual Nodes
It is important to identify scalability constraints in existing job scheduling software as they are applied to next generation parallel systems. In this paper, we analyze the scala...
Norman Bobroff, Richard Coppinger, Liana Fong, See...
SIGGRAPH
2000
ACM
14 years 2 months ago
Pomegranate: a fully scalable graphics architecture
Pomegranate is a parallel hardware architecture for polygon rendering that provides scalable input bandwidth, triangle rate, pixel rate, texture memory and display bandwidth while...
Matthew Eldridge, Homan Igehy, Pat Hanrahan
HPCA
2007
IEEE
14 years 10 months ago
A Scalable, Non-blocking Approach to Transactional Memory
Transactional Memory (TM) provides mechanisms that promise to simplify parallel programming by eliminating the need for locks and their associated problems (deadlock, livelock, pr...
Hassan Chafi, Jared Casper, Brian D. Carlstrom, Au...