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課程名稱 |
高等計算機結構
Advanced Computer Architecture |
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開課學期 |
104-1 |
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授課對象 |
電機資訊學院 電子工程學研究所 |
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授課教師 |
楊佳玲 |
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課號 |
CSIE5059 |
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課程識別碼 |
922 U1470 |
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班次 |
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學分 |
3 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期二7,8,9(14:20~17:20) |
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上課地點 |
資310 |
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備註 |
限修過計算機結構。
總人數上限：20人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1041CSIE5059_ |
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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 |
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課程大綱
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課程概述 |
Computer architecture has evolved — from a world of mainframes, minicomputers, and microprocessors, to a world dominated by microprocessors, and now into a world where microprocessors themselves are encompassing all the complexity of mainframe computers.
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課程目標 |
This course focuses on advanced computer architecture design such as deep pipelining, techniques to exploit instruction level parallelism and thread level parallelism, and memory hierarchy management.
Students will acquire the skills of evaluating the performance of alternative design choices in system design.
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課程要求 |
待補 |
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
待補 |
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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.
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評量方式
(僅供參考) |
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週次 |
日期 |
單元主題 |
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第1週 |
9/15 |
Course Introduction |
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第2週 |
9/22 |
Basics of Computer Architecture Design |
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第3週 |
9/29 |
颱風停課 |
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第4週 |
10/06 |
Memory Hierarchy: Cache & DRAM Architecture
Thread-Level Parallelism Topic (I): Cache Coherency |
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第5週 |
10/13 |
Introduction to DRAM Memory System and Instruction-Level Parallelism |
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第6週 |
10/20 |
Introduction to RISC-V & RISC-V ISA simulator tutorial |
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第7週 |
10/27 |
Multi-core cache coherence design |
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第8週 |
11/03 |
Dynamic Instrcution Scheduling/ Branch Predictor |
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第9週 |
11/10 |
期中考週 |
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第10週 |
11/17 |
3D ICs / Non-volatile Memory |
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第11週 |
11/24 |
Final Project announced <br>
Paper Presentation: Memory System <br><br>
[傅勝余] PIM-enabled instructions: a low-overhead, locality-aware processing-in-memory architecture, ISCA 2015 <br>
[王友伶] Data reorganization in memory using 3D stacked DRAM, ISCA 2015 <br>
[陳義忠] A fully associative, tagless DRAM Cache, ISCA 2015 <br>
[彭于晏] Unison Cache: A Scalable and Effective Die-Stacked DRAM Cache, MICRO 2014 |
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第12週 |
12/01 |
Paper Presentation: Emerging NVM Architecture <br><br>
[王綸] Mojim: A Reliable and Highly-Available Non-Volatile Memory System, ASPLOS 2015 <br>
[黃柏瑋] DEUCE: Write Efficient Encryption for Secure Non-Volatile Memories, ASPLOS 2015 <br>
[吳政道] FIRM: Fair and High-performance Memory Control for Persistent Memory Systems, MICRO 2014 <br>
[李建誼] Efficient Persist Barriers for Multicores, MICRO 2015 |
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第13週 |
12/08 |
老師出國，Project Discussion訂於12/18(五)10:00-12:00am |
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第14週 |
12/15 |
Data-level Parallelislm /Warehouse Computing |
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第15週 |
12/22 |
Paper Presentation: Heterogeneous computing <br><br>
[傅學俊] Stash: Have Your Scratchpad and Cache it Too, ISCA 2015 <br>
[林裕盛] A Variable Warp Size Architecture, ISCA 2015 <br>
[李依柔] Dynamic Thread Block Launch: A Lightweight Execution Mechanism to Support Irregular Applications on GPUs, ISCA 2015 <br>
[高至辰] Accelerating Irregular Algorithms on GPGPUs Using Fine-Grain Hardware Worklists, MICRO 2014 |
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第16週 |
12/29 |
Paper Presentation: Accelerators <br><br>
[陳奕] Accelerating Asynchronous Programs through Event Sneak Peak, ISCA 2015 <br>
[陳晉龍] DaDianNao: A Machine-Learning Supercomputer, MICRO 2014 <br>
[張尚淵] ShiDianNao: Shifting Vision Processing Closer to the Sensor, ISCA 2015 <br>
[唐皇] Rumba: An Online Quality Management System for Approximate Computing, ISCA 2015 |
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第17週 |
1/05 |
Project Presentation |
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第18週 |
1/12 |
期末考週 |
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