GPU Computing Gems Jade Edition (Hardcover)
暫譯: GPU 計算寶典:翡翠版 (精裝本)
Wen-mei W. Hwu
- 出版商: Morgan Kaufmann
- 出版日期: 2011-09-28
- 定價: $2,600
- 售價: 8.0 折 $2,080
- 語言: 英文
- 頁數: 560
- 裝訂: Hardcover
- ISBN: 0123859638
- ISBN-13: 9780123859631
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相關分類:
GPU
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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)
這是摩根考夫曼(Morgan Kaufmann)出版的《GPU計算寶石》(GPU Computing Gems)第二卷,提供來自全球研究人員和開發者全新的見解、想法和實用的「實作」技能。每一章都讓您窺見在各種應用領域中所進行的工作,並有機會見證平行GPU計算對科學研究效率的影響。
《GPU計算寶石:翡翠版》(GPU Computing Gems: Jade Edition)展示了最新的GPGPU和CUDA研究解決方案,包括:
- 使用CUDA改善細胞自動機的記憶體存取模式
- 在GPU叢集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進行GPU加速的MATLAB
- 生物啟發的機器視覺
- 一個高效的CUDA算法,用於最大網路流問題
- **《30個更多章節》**的創新GPU計算想法,旨在讓各行各業的研究人員都能輕鬆理解
《GPU計算寶石:翡翠版》包含100%全新材料,涵蓋多種應用領域:算法和數據結構、工程、遊戲的互動物理、計算金融和編程工具。
- 這本《GPU計算寶石》的第二卷提供了100%全新材料,涵蓋各行各業的興趣,包括金融、醫療、影像、工程、遊戲、環境科學、綠色計算等
- 涵蓋生產性GPU計算應用開發的新工具和框架,並為開發改進GPU編程環境的研究人員提供即時效益
- 更加實作的、經過驗證的技術,展示通用GPU計算如何改變科學研究
- 提煉CUDA程序員社群的最佳實踐;每一章提供見解和想法,以及適用於各種領域的「實作」技能