課程概述與目標

This course aims to develop students’ abilities to build, manage, and fine-tune high-performance computing (HPC) clusters. By learning computer architecture, parallel/GPU programming, and performance analysis, students will gain foundational skills in system design and tuning, as well as hands-on experience in large-scale computation.

本課程旨在培養學生建立、管理與調校高效能計算（HPC）叢集的能力。透過了解電腦架構、平行/GPU 程式設計與效能分析，學生將入門設計與調校系統之能力，並獲得進行大規模運算的實作經驗。

教科書(請註明書名、作者、出版社、出版年等資訊)

• Computer Science: An Overview, 13/e, J. Glenn Brookshear, Pearson FT Press, ISBN 1292263423
• An Introduction to Parallel Programming, 1/e, Peter Pacheco, Morgan Kaufmann, ISBN 0123742609
• (Update) CUDA C++ Programming Guide, Release 13.1, NVIDIA Corporation
• (New) Computer Organization and Design RISC-V Edition: The Hardware Software Interface, David A. Patterson, John Hennessy, ISBN 0128122757
• (New) Operating System Concepts, 10/e (GE-Paperback), Abraham Silberschatz , Greg Gagne , Peter Baer Galvin, Wiley, ISBN 9781119454083

課程大綱、分配時數

教學要點概述

學期作業、考試狀況、評量方法

• Attendance: 10%
• Midterm Group Competition Baseline: 20%
• Final Presentation: 20%
• LABs: 50%

教學方法及教學相關配合事項(如網站、助教、圖書講義及資料庫等)

師生晤談 (Office Hours)

排定時間：TBA

地點：TBA

聯絡方式：TBA

教學進度表

Syllabus

其他參考資料

NCHC iService Account

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REFERENCE

https://man.twcc.ai/@TWCC-III-manual/SypVJCWcO

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NYCU CSIT Account

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REFERENCE

https://account.it.cs.nycu.edu.tw/

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