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Communication-avoiding algorithms

Communication-Avoiding Algorithms minimize movement of data within a memory hierarchy for improving its running-time and energy consumption. These… 
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Papers overview

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2020
2020
High dimensional data arise in various areas of scientific computing. Parametric PDEs, molecular simulations, and classification… 
Review
2019
Review
2019
Today's hardware's explosion of concurrency plus the explosion of data we build upon in both machine learning and scientific… 
2016
2016
Primal and dual block coordinate descent methods are iterative methods for solving regularized and unregularized optimization… 
2015
2015
: The Dynamic, Exascale Global Address Space programming environment (DEGAS) project will develop the next generation of… 
2014
2014
Abstract : In this report, we analyze the computational and performance aspects of current state-of- the-art object recognition… 
2009
2009
To exploit the potential of multicore architectures, recent dense linear algebra libraries have used tile algorithms, which…