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IPPS
1998
IEEE
15 years 4 months ago
Airshed Pollution Modeling: A Case Study in Application Development in an HPF Environment
In this paper, we describe our experience with developing Airshed, a large pollution modeling application, in the Fx programming environment. We demonstrate that high level parall...
Jaspal Subhlok, Peter Steenkiste, James M. Stichno...
104
Voted
HPDC
2010
IEEE
15 years 1 months ago
ParaText: scalable text modeling and analysis
Automated analysis of unstructured text documents (e.g., web pages, newswire articles, research publications, business reports) is a key capability for solving important problems ...
Daniel M. Dunlavy, Timothy M. Shead, Eric T. Stant...
ACL
2009
14 years 10 months ago
Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty
Stochastic gradient descent (SGD) uses approximate gradients estimated from subsets of the training data and updates the parameters in an online fashion. This learning framework i...
Yoshimasa Tsuruoka, Jun-ichi Tsujii, Sophia Anania...
HPDC
2008
IEEE
15 years 7 months ago
Harmony: an execution model and runtime for heterogeneous many core systems
The emergence of heterogeneous many core architectures presents a unique opportunity for delivering order of magnitude performance increases to high performance applications by ma...
Gregory F. Diamos, Sudhakar Yalamanchili
119
Voted
IRI
2005
IEEE
15 years 6 months ago
Modeling methodology for application development in petroleum industry
The development of applications for monitoring, control, simulation and diagnosis in the petroleum industry involves a multitude of complex software tools. These tools have their ...
Cong Zhang, Viktor K. Prasanna, Abdollah Orangi, W...