Programming and Performance Visualization Tools: International Workshops, Espt 2017 and Vpa 2017, Denver, Co, Usa, November 12 and 17, 2017, and Espt
暫譯: 程式設計與效能視覺化工具:國際研討會,Espt 2017 與 Vpa 2017,2017 年 11 月 12 日及 17 日,丹佛,美國
Bhatele, Abhinav, Boehme, David, Levine, Joshua A.
- 出版商: Springer
- 出版日期: 2019-04-25
- 售價: $2,800
- 貴賓價: 9.5 折 $2,660
- 語言: 英文
- 頁數: 285
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030178714
- ISBN-13: 9783030178710
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商品描述
This book contains the revised selected papers of 4 workshops held in conjunction with the International Conference on High Performance Computing, Networking, Storage and Analysis (SC) in November 2017 in Denver, CO, USA, and in November 2018 in Dallas, TX, USA: the 6th and 7th International Workshop on Extreme-Scale Programming Tools, ESPT 2017 and ESPT 2018, and the 4th and 5th International Workshop on Visual Performance Analysis, VPA 2017 and VPA 2018.
The 11 full papers of ESPT 2017 and ESPT 2018 and the 6 full papers of VPA 2017 and VPA 2018 were carefully reviewed and selected for inclusion in this book. The papers discuss the requirements for exascale-enabled tools as well as new approaches of applying visualization and visual analytic techniques to large-scale applications. Topics of interest include: programming tools; methodologies for performance engineering; tool technologies for extreme-scale challenges (e.g., scalability, resilience, power); tool support for accelerated architectures and large-scale multi-cores; tool infrastructures and environments; evolving/future application requirements for programming tools and technologies; application developer experiences with programming and performance tools; scalable displays of performance data; case studies demonstrating the use of performance visualization in practice; data models to enable scalable visualization; graph representation of unstructured performance data; presentation of high-dimensional data; visual correlations between multiple data sources; human-computer interfaces for exploring performance data; and multi-scale representations of performance data for visual exploration.
商品描述(中文翻譯)
本書包含了2017年11月在美國科羅拉多州丹佛市及2018年11月在美國德克薩斯州達拉斯市舉行的國際高效能計算、網路、儲存與分析會議(SC)相關的四場研討會的修訂選定論文:第六屆與第七屆極大規模程式設計工具國際研討會(ESPT 2017 和 ESPT 2018),以及第四屆與第五屆視覺效能分析國際研討會(VPA 2017 和 VPA 2018)。
ESPT 2017 和 ESPT 2018 的11篇完整論文,以及VPA 2017 和 VPA 2018 的6篇完整論文經過仔細審查並選定納入本書。這些論文討論了支持超級計算的工具需求,以及將視覺化和視覺分析技術應用於大規模應用的新方法。感興趣的主題包括:程式設計工具;效能工程的方法論;針對極大規模挑戰的工具技術(例如,擴展性、韌性、功耗);對加速架構和大規模多核心的工具支援;工具基礎設施和環境;程式設計工具和技術的演變/未來應用需求;應用開發者在程式設計和效能工具方面的經驗;效能數據的可擴展顯示;展示效能視覺化實踐的案例研究;支持可擴展視覺化的數據模型;非結構化效能數據的圖形表示;高維數據的呈現;多個數據來源之間的視覺相關性;探索效能數據的人機介面;以及用於視覺探索的效能數據的多尺度表示。