Accelerating Computation with Field-Programmable Gate Arrays
Buch, Englisch, 238 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 1180 g
ISBN: 978-0-387-26105-8
Verlag: Springer US
This one-of-a-kind survey provides a comprehensive introduction to Reconfigurable Computing with FPGAs, a discipline that offers a 10X-100X acceleration of algorithms over microprocessors. The text explores the impact of reconfigurable hardware, built from commodity parts, on a wide range of applications: signal and image processing, network security, bioinformatics, satellites and supercomputers. Coverage includes the history of the field as well as recent advances, and an extensive bibliography of primary sources.
Zielgruppe
Professional/practitioner
Autoren/Hrsg.
Fachgebiete
- Geisteswissenschaften Design Produktdesign, Industriedesign
- Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Wissenschaft & Technologie
- Technische Wissenschaften Technik Allgemein Konstruktionslehre und -technik
- Technische Wissenschaften Technik Allgemein Computeranwendungen in der Technik
- Mathematik | Informatik Mathematik Mathematik Allgemein Mathematische Logik
- Mathematik | Informatik EDV | Informatik Informatik Logik, formale Sprachen, Automaten
- Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmierung: Methoden und Allgemeines
- Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik
- Technische Wissenschaften Technik Allgemein Mathematik für Ingenieure
- Mathematik | Informatik EDV | Informatik Professionelle Anwendung Computer-Aided Design (CAD)
Weitere Infos & Material
An Introduction to Reconfigurable Computing. What is RC? RC Architectures. How did RC originate? Inside the FPGA. Mapping Algorithms to Hardware. RC Applications. Example: Dot Product. Further Reading.- Reconfigurable Logic Devices. Field-Programmable Gate Arrays. Coarse-Grained Reconfigurable Arrays. Summary.- Reconfigurable Computing Systems. Parallel Processing on Reconfigurable Computers. A Survey of Reconfigurable Computing Systems. Summary.- Languages and Compilation. Design Cycle. Languages. High Level Compilation. Low Level Design Flow. Debugging Reconfigurable Computing Applications. Summary.- Signal Processing Applications. What is Digital Signal Processing? Why Use Reconfigurable Computing for DSP? DSP Application Building Blocks. Example DSP Applications.- Image Processing. RC for Image and Video Processing. Local Neighborhood Functions. Convolution. Morphology. Feature Extraction. Automatic Target Recognition. Image Matching. Evolutionary Image Processing. Summary.- Network Security. Cryptographic Applications. Network Protocol Security. Summary.- Bioinformatics Applications. Introduction. Applications. Dynamic Programming Algorithms. Seed-Based Heuristics. Profiles, HMMs and Language Models. Bioinformatics FPGA Accelerators. Summary.- Supercomputing Applications. Introduction. Monte Carlo Simulation of Radiative Heat Transfer. Urban Road Traffic Simulation.
