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» Scalability analysis of SPMD codes using expectations
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PARA
2004
Springer
15 years 7 months ago
A Tool to Display Array Access Patterns in OpenMP Programs
Abstract. A program analysis tool can play an important role in helping users understand and improve OpenMP codes. Array privatization is one of the most effective ways to improve...
Oscar Hernandez, Chunhua Liao, Barbara M. Chapman
ESCIENCE
2006
IEEE
15 years 8 months ago
A Middleware Framework for Maximum Likelihood Evaluation over Dynamic Grids
We have designed a maximum likelihood fitter using the actor model to distribute the computation over a heterogeneous network. The prototype implementation uses the SALSA program...
Wei-Jen Wang, Kaoutar El Maghraoui, John Cummings,...
JPDC
2011
137views more  JPDC 2011»
14 years 4 months ago
Transparent runtime parallelization of the R scripting language
Scripting languages such as R and Matlab are widely used in scientific data processing. As the data volume and the complexity of analysis tasks both grow, sequential data process...
Jiangtian Li, Xiaosong Ma, Srikanth B. Yoginath, G...
TKDE
2012
253views Formal Methods» more  TKDE 2012»
13 years 4 months ago
Horizontal Aggregations in SQL to Prepare Data Sets for Data Mining Analysis
—Preparing a data set for analysis is generally the most time consuming task in a data mining project, requiring many complex SQL queries, joining tables and aggregating columns....
Carlos Ordonez, Zhibo Chen 0002
ICSE
2009
IEEE-ACM
16 years 2 months ago
Refactoring sequential Java code for concurrency via concurrent libraries
Parallelizing existing sequential programs to run efficiently on multicores is hard. The Java 5 package java.util.concurrent (j.u.c.) supports writing concurrent programs: much of...
Danny Dig, John Marrero, Michael D. Ernst