課程名稱 |
高等計算機結構 Advanced Computer Architecture |
開課學期 |
111-2 |
授課對象 |
電機資訊學院 資訊網路與多媒體研究所 |
授課教師 |
楊佳玲 |
課號 |
CSIE5059 |
課程識別碼 |
922 U1470 |
班次 |
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學分 |
3.0 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期二3,4,5(10:20~13:10) |
上課地點 |
資107 |
備註 |
總人數上限:25人 |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
課程大綱
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課程概述 |
This course covers the advanced topics in computer architecture design, including techniques to exploit instruction-level scheduling, memory hierarchy, multicore architecture, GPU/ML accelerator design, CIM architecture, low-power architecture and storage system. The course will also introduce the Gem5 simulation toolset, which allows fast and accurate CPU modeling. With Gem5, students will get familiar with system-level simulation methodology. |
課程目標 |
- An understanding of the fundamental computer architectural design and latest developments
- Familiarity with quantitative design principles for computer system
- System-level simulation methodology |
課程要求 |
Undergraduate-level computer architecture course |
預期每週課後學習時數 |
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Office Hours |
另約時間 |
指定閱讀 |
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參考書目 |
Textbook & Reference Books:
(1) Computer Architecture: A Quantitative Approach. 5th Edition, John L. Hennessy and David A. Patterson, Morgan, 20011
(2) Selected papers |
評量方式 (僅供參考) |
No. |
項目 |
百分比 |
說明 |
1. |
Midterm & Final |
40% |
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2. |
gem5 Lab |
20% |
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3. |
Literature Survey |
15% |
Team Presentation |
4. |
Project |
25% |
Team Project |
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週次 |
日期 |
單元主題 |
第1週 |
2/21 |
Basics of Computer Architecture Design |
第2週 |
2/28 |
Holiday: Peace Memorial Day |
第3週 |
3/7 |
Dynamic Instrcution Scheduling/ Branch
Predictor m (I) |
第4週 |
3/14 |
Dynamic Instrcution Scheduling/ Branch
Predictor m (II) |
第5週 |
3/21 |
gem5 Lab |
第6週 |
3/28 |
Basics of Memory Hierarchy |
第7週 |
4/4 |
Holiday: Children’s Day |
第8週 |
4/11 |
Midterm Exam |
第9週 |
4/18 |
Advanced Topics on Memory Hierarchy: NVM, 3D-DRAM, SSD |
第10週 |
4/25 |
Parallel Architecture |
第11週 |
5/2 |
Data Parallel Arcthiecture: Vector Processor/GPU/TPU |
第12週 |
5/9 |
Low-Power Architecture |
第13週 |
5/16 |
Literature Survey Presentation |
第14週 |
5/23 |
Literature Survey Presentation |
第15週 |
5/30 |
Final Project Presentation |
第16週 |
6/6 |
Final Exam |
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