Numerical Computations With GPUs

Numerical Computations With GPUs

eBook - 2014
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This book brings together research on numerical methods adapted for graphics processing units (GPUs) and explains recent efforts to adapt classic numerical methods, including solution of linear equations and FFT, for massively parallel GPU architectures. This volume consolidates recent research and adaptations, covering widely used methods that are at the core of many scientific and engineering computations. Leading experts provide mathematical background, parallel algorithms and implementation details leading to reusable, adaptable and scalable code fragments. This book also serves as a GPU implementation manual for many numerical algorithms, sharing tips on GPUs that can increase application efficiency. The valuable insights into parallelization strategies for GPUs are supplemented by ready-to-use code fragments. --
Publisher: Cham : Springer, [2014]
Copyright Date: ©2014
ISBN: 9783319065489
Characteristics: 1 online resource : illustrations
Additional Contributors: Kindratenko, Volodymyr


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