Numerical Computations with GPUs (Record no. 56198)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04092nam a22005295i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-319-06548-9 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200421111852.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 140703s2014 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783319065489 |
| -- | 978-3-319-06548-9 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 518 |
| 245 10 - TITLE STATEMENT | |
| Title | Numerical Computations with GPUs |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | X, 405 p. 107 illus., 49 illus. in color. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Accelerating Numerical Dense Linear Algebra Calculations with GPUs -- A Guide to Implement Tridiagonal Solvers on GPUs -- Batch Matrix Exponentiation -- Efficient Batch LU and QR Decomposition on GPU -- A Flexible CUDA LU-Based Solver for Small, Batched Linear Systems -- Sparse Matrix-Vector Product -- Solving Ordinary Differential Equations on GPUs -- GPU-based integration of large numbers of independent ODE systems -- Finite and spectral element methods on unstructured grids for flow and wave propagation problems -- A GPU implementation for solving the Convection Diffusion equation using the Local Modified SOR method -- Pseudorandom numbers generation for Monte Carlo simulations on GPUs: Open CL approach -- Monte Carlo Automatic Integration with Dynamic Parallelism in CUDA -- GPU-Accelerated computation routines for quantum trajectories method -- Monte Carlo Simulation of Dynamic Systems on GPUs -- Fast Fourier Transform (FFT) on GPUs -- A Highly Efficient FFT Using Shared-Memory Multiplexing -- Increasing parallelism and reducing thread contentions in mapping localized N-body simulations to GPUs. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This book brings together research on numerical methods adapted for Graphics Processing Units (GPUs). It 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. Each chapter is written by authors working on a specific group of methods; these 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. Numerical Computations with GPUs targets professionals and researchers working in high performance computing and GPU programming. Advanced-level students focused on computer science and mathematics will also find this book useful as secondary text book or reference. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Kindratenko, Volodymyr. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://dx.doi.org/10.1007/978-3-319-06548-9 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2014. |
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| -- | computer |
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| -- | online resource |
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| -- | text file |
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| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer science. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Architecture, Computer. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer programming. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Programming languages (Electronic computers). |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Numerical analysis. |
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| -- | Applied mathematics. |
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| -- | Engineering mathematics. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Science. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Numeric Computing. |
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| -- | Programming Techniques. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer System Implementation. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Appl.Mathematics/Computational Methods of Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Programming Languages, Compilers, Interpreters. |
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