rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Programming massively parallel processors
    sub title: a hands-on approach
  name:
    name part: Kirk, David
    name part: 1960-
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Hwu, Wen-mei
    role:
      role term: author.
  name:
    name part: ScienceDirect (Online service)
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: ne
    date issued: 2013
    copyright date: 2013
    edition: Second edition.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xx, 496 pages) : illustrations (some color)
  abstract: Programming Massively Parallel Processors: A Hands-on Approach shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Various techniques for constructing parallel programs are explored in detail. Case studies demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in depth. This best-selling guide to CUDA and GPU parallel programming has been revised with more parallel programming examples, commonly-used libraries such as Thrust, and explanations of the latest tools. With these improvements, the book retains its concise, intuitive, practical approach based on years of road-testing in the authors' own parallel computing courses.
  table of contents: History of GPU computing -- Introduction to data parallelism and CUDA C -- Data-parallel execution model -- CUDA memories -- Performance considerations -- Floating-point considerations -- Parallel patterns : convolution, with an introduction to constant memory and caches -- Parallel patterns : prefix sum, an introduction to work efficiency in parallel algorithms -- Parallel patterns : sparse matrix-vector multiplication, an introduction to compaction and regularization in parallel algorithms -- Application case study : advanced MRI reconstruction -- Application case study : molecular visualization and analysis -- Parallel programming and computational thinking -- An introduction to OpenCL (TM) -- Parallel programming with OpenACC -- Thrust : a productivity-oriented library for CUDA -- CUDA FORTRAN -- An introduction to C++ AMP -- Programming a heterogeneous computing cluster -- CUDA dynamic parallelism.
  note: David B. Kirk and Wen-Mei W. Hwu.
  note: Includes bibliographical references and index.
  subject:
    topic: Multiprocessors
  subject:
    topic: Parallel processing (Electronic computers)
  subject:
    topic: Computer architecture
  subject:
    topic: Parallel programming (Computer science)
  subject:
    topic: Multiprocesseurs
  subject:
    topic: Parallélisme (Informatique)
  subject:
    topic: Ordinateurs
    topic: Architecture
  subject:
    topic: Programmation parallèle (Informatique)
  subject:
    topic: COMPUTERS
    topic: Systems Architecture
    topic: Distributed Systems & Computing
  subject:
    topic: Computer architecture
  subject:
    topic: Multiprocessors
  subject:
    topic: Parallel processing (Electronic computers)
  subject:
    topic: Parallel programming (Computer science)
  classification: QA76.642 .K57 2013eb
  classification: 004.35 004/.35
  related item:
    title info:
      title: Programming massively parallel processors
    name:
      name part: Kirk, David, 1960-
    origin info:
      publisher: San Francisco, Calif. : Morgan Kaufmann ; Oxford : Elsevier Science [distributor], 2013
      edition: 2nd ed.
    identifier: (OCoLC)817255861
  identifier: 9780123914187
  identifier: 0123914183
  identifier: 9780124159921
  identifier: 0124159923
  identifier: 9781283902991
  identifier: 1283902990
  identifier: CL0500000213 Safari Books Online
  identifier: 082869B2-199F-4719-A600-372846261FFD OverDrive, Inc.
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: EBLCP
    record creation date: 130109
    record change date: 20260326193723.0
    record identifier: in00005751313
    language of cataloging:
      language term: eng