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ICDE
2011
IEEE
258views Database» more  ICDE 2011»
13 years 1 months ago
SystemML: Declarative machine learning on MapReduce
Abstract—MapReduce is emerging as a generic parallel programming paradigm for large clusters of machines. This trend combined with the growing need to run machine learning (ML) a...
Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D....
ICCS
2009
Springer
14 years 4 months ago
A Scalable and Adaptable Solution Framework within Components of the Community Climate System Model
Abstract. A framework for a fully implicit solution method is implemented into (1) the High Order Methods Modeling Environment (HOMME), which is a spectral element dynamical core o...
Katherine J. Evans, Damian W. I. Rouson, Andrew G....
OOPSLA
2010
Springer
13 years 8 months ago
Hera-JVM: a runtime system for heterogeneous multi-core architectures
Heterogeneous multi-core processors, such as the IBM Cell processor, can deliver high performance. However, these processors are notoriously difficult to program: different cores...
Ross McIlroy, Joe Sventek
OOPSLA
2010
Springer
13 years 8 months ago
Concurrency by modularity: design patterns, a case in point
General purpose object-oriented programs typically aren’t embarrassingly parallel. For these applications, finding enough concurrency remains a challenge in program design. To ...
Hridesh Rajan, Steven M. Kautz, Wayne Rowcliffe
ICPPW
2006
IEEE
14 years 4 months ago
A Toolkit-Based Approach to Indoor Localization
Location is one of the most important contexts used in the applications in the pervasive computing environments . It helps the application do the right thing at the right place. O...
Yu Wang, Adam Harder