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Books > Science & Mathematics > Mathematics > Algebra
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Numerical Linear Algebra (Hardcover)
Loot Price: R2,336
Discovery Miles 23 360
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Numerical Linear Algebra (Hardcover)
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As per the constant need to solve larger and larger numerical
problems, it is not possible to neglect the opportunity that comes
from the close adaptation of computational algorithms and their
implementations for particular features of computing devices, i.e.
the characteristics and performance of available workstations and
servers. In the last decade, the advances in hardware
manufacturing, the decreasing cost and the spread of GPUs have
attracted the attention of researchers for numerical simulations,
given that for some problems, GPU-based simulations can
significantly outperform the ones based on CPUs. The objective of
this book is first to present how to design in a context of GPGPU
numerical methods in order to obtain the highest efficiency. A
second objective of this book is to propose new auto-tuning
techniques to optimize access on GPU. A third objective of this
book is to propose new preconditioning techniques for GPGPU.
Finally, an original energy consumption model is proposed, leading
to a robust and accurate energy consumption prediction model.
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