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...
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...
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...
The emergence of heterogeneous many core architectures presents a unique opportunity for delivering order of magnitude performance increases to high performance applications by ma...
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...