High-Performance Computing Using FPGAs
Başlık:
High-Performance Computing Using FPGAs
ISBN:
9781461417910
Edition:
1st ed. 2013.
Yayın Bilgileri:
New York, NY : Springer New York : Imprint: Springer, 2013.
Fiziksel Tanımlama:
XI, 803 p. 232 illus. online resource.
Contents:
High-Performance Hardware Acceleration of Asset Simulations -- Monte Carlo Simulation based Financial Computing on the Maxwell FPGA Parallel Machine -- Bioinformatics Applications on the FPGA-based High-Performance Computer RIVYERA -- FPGA-Accelerated Molecular Dynamics -- FPGA-based HPRC for Bioinformatics Applications -- High-Performance Computing for Neuroinformatics using FPGA -- High-Performance FPGA-Accelerated Real-time Search -- High-Performance Data Processing over N-ary Trees -- FPGA-based Systolic Computational-Memory Array for Scalable Stencil Computations -- High performance implementation of RTM seismic modeling on FPGAs: architecture, arithmetic and power issues -- High-Performance Cryptanalysis on RIVYERA and COPACOBANA Computing Systems -- FPGA-based HPRC Systems for Scientific Applications -- Accelerating the SPICE Circuit Simulator using an FPGA - A Case Study -- The Convey Hybrid-Core Architecture -- Low Cost High Performance Reconfigurable Computing -- An FPGA-based supercomputer for statistical physics: the weird case of Janus -- Accelerate Communication, not Computation! -- High-speed torus interconnect using FPGAs -- MEMSCALE: Re-architecting memory resources for clusters -- High-performance computing based on high-speed dynamic reconfiguration -- Reconfigurable arithmetic for HPC -- Acceleration of the Discrete Element Method: From RTL to C-Based Design -- Optimising Euroben Kernels on Maxwell -- Assessing Productivity of High-Level Design Methodologies for High-Performance Reconfigurable Computers -- Maximum performance computing with dataflow engines.
Abstract:
This book is concerned with the emerging field of High Performance Reconfigurable Computing (HPRC), which aims to harness the high performance and relative low power of reconfigurable hardware-in the form Field Programmable Gate Arrays (FPGAs)-in High Performance Computing (HPC) applications. It presents the latest developments in this field from applications, architecture, and tools and methodologies points of view. We hope that this work will form a reference for existing researchers in the field, and entice new researchers and developers to join the HPRC community. The book includes: Thirteen application chapters which present the most important application areas tackled by high performance reconfigurable computers, namely: financial computing, bioinformatics and computational biology, data search and processing, stencil computation e.g. computational fluid dynamics and seismic modeling, cryptanalysis, astronomical N-body simulation, and circuit simulation. Seven architecture chapters which present both commercial and academic parallel FPGA architectures, low latency and high performance FPGA-based networks and memory architectures for parallel machines, and a high speed optical dynamic reconfiguration mechanism for HPRC. Five tools and methodologies chapters which address the important issue of productivity and high performance in HPRC. These include a study of precision and arithmetic issues in HPRC, comparative studies of C-based high level synthesis tools and RTL-based approaches, taxonomy of HPRC tools and a framework of their analysis, and an integrated hardware-software-application approach to HPRC.
Ek Kurum Yazarı:
Elektronik Erişim:
Full Text Available From Springer Nature Engineering 2013 Packages
Dil:
English