GPU Computing Gems Jade Edition (Hardcover)

Wen-mei W. Hwu

  • 出版商: Morgan Kaufmann
  • 出版日期: 2011-09-28
  • 售價: $2,600
  • 貴賓價: 9.5$2,470
  • 語言: 英文
  • 頁數: 560
  • 裝訂: Hardcover
  • ISBN: 0123859638
  • ISBN-13: 9780123859631
  • 相關分類: GPU
  • 立即出貨 (庫存 < 3)

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商品描述

This is the second volume of Morgan Kaufmann's GPU Computing Gems, offering an all-new set of insights, ideas, and practical "hands-on" skills from researchers and developers worldwide. Each chapter gives you a window into the work being performed across a variety of application domains, and the opportunity to witness the impact of parallel GPU computing on the efficiency of scientific research.

GPU Computing Gems: Jade Edition showcases the latest research solutions with GPGPU and CUDA, including:

  • Improving memory access patterns for cellular automata using CUDA
  • Large-scale gas turbine simulations on GPU clusters
  • Identifying and mitigating credit risk using large-scale economic capital simulations
  • GPU-powered MATLAB acceleration with Jacket
  • Biologically-inspired machine vision
  • An efficient CUDA algorithm for the maximum network flow problem
  • 30 more chapters of innovative GPU computing ideas, written to be accessible to researchers from any industry

GPU Computing Gems: Jade Edition contains 100% new material covering a variety of application domains: algorithms and data structures, engineering, interactive physics for games, computational finance, and programming tools.


  • This second volume of GPU Computing Gems offers 100% new material of interest across industry, including finance, medicine, imaging, engineering, gaming, environmental science, green computing, and more

  • Covers new tools and frameworks for productive GPU computing application development and offers immediate benefit to researchers developing improved programming environments for GPUs

  • Even more hands-on, proven techniques demonstrating how general purpose GPU computing is changing scientific research

  • Distills the best practices of the community of CUDA programmers; each chapter provides insights and ideas as well as 'hands on' skills applicable to a variety of fields

商品描述(中文翻譯)

這是Morgan Kaufmann的《GPU Computing Gems》系列的第二卷,提供了來自全球研究人員和開發人員的全新見解、想法和實用的實踐技能。每一章節都讓您窺探各種應用領域中正在進行的工作,並有機會見證並行GPU計算對科學研究效率的影響。

《GPU Computing Gems: Jade Edition》展示了使用GPGPU和CUDA的最新研究解決方案,包括:
- 使用CUDA改進細胞自動機的內存訪問模式
- 在GPU集群上進行大規模燃氣渦輪模擬
- 使用大規模經濟資本模擬識別和減輕信用風險
- 使用Jacket加速的GPU動力學MATLAB
- 生物啟發的機器視覺
- 用於最大網絡流問題的高效CUDA算法
- 還有30個更多的創新GPU計算想法的章節,適合任何行業的研究人員閱讀

《GPU Computing Gems: Jade Edition》包含100%全新的材料,涵蓋各種應用領域:算法和數據結構、工程學、遊戲的交互式物理、計算金融和編程工具。

本書的亮點包括:
- 提供了對金融、醫學、影像、工程、遊戲、環境科學、綠色計算等行業有興趣的100%全新材料
- 詳細介紹了用於高效GPU計算應用程序開發的新工具和框架,並對開發改進的GPU編程環境的研究人員提供了即時的好處
- 提供了更多實踐技巧,展示了通用GPU計算如何改變科學研究
- 提煉了CUDA程序員社區的最佳實踐;每一章節都提供了見解、想法和實用技能,適用於各個領域。