Designing scientific applications on GPUs. ([2014])

• Record Type: Book
• Further Information: Note: Edited by Raphaël Couturier.
• Other Names: Couturier, Raphaël
• Contents: Front Cover; Contents; List of Figures; List of Tables; Preface; I. Presentation of GPUs; 1. Presentation of the GPU architecture and of the CUDA environment; 2. Introduction to CUDA; II. Image processing; 3. Setting up the environment; 4. Implementing a fast median filter; 5. Implementing an efficient convolution operation on GPU; III. Software development; 6. Development of software components for heterogeneous many-core architectures; 7. Development methodologies for GPU and cluster of GPUs; IV. Optimization; 8. GPU-accelerated tree-based exact optimization methods. 9. Parallel GPU-accelerated metaheuristics10. Linear programming on a GPU: a case study; V. Numerical applications; 11. Fast hydrodynamics on heterogeneous many-core hardware; 12. Parallel monotone spline interpolation and approximation on GPUs; 13. Solving sparse linear systems with GMRES and CG methods on GPU clusters; 14. Solving sparse nonlinear systems of obstacle problems on GPU clusters; 15. Ludwig: multiple GPUs for a complex fluid lattice Boltzmann application; 16. Numerical validation and performance optimization on GPUs of an application in atomic physics. 17. A GPU-accelerated envelope-following method for switching power converter simulationVI. Other; 18. Implementing multi-agent systems on GPU; 19. Pseudorandom number generator on GPU; 20. Solving large sparse linear systems for integer factorization on GPUs.
• Publisher Details: Boca Raton [Florida] : CRC/Taylor & Francis
• Publication Date: 2014
• Copyright Date: 2014
• Extent: 1 online resource (496 pages), illustrations
• Subjects: 006.6/63; Parallel programming (Computer science); Graphics processing units -- Programming; Science -- Data processing; Numerical analysis -- Computer programs; Application software -- Development; COMPUTERS -- General; Electronic books; Electronic books
• Languages: English
• ISBNs: 9781466571648; 1466571640; 1466571624; 9781466571624
• Related ISBNs: 9781466571624
• Notes: Note: Includes bibliographical references.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.