|
週次 |
日期 |
單元主題 |
|
第1週 |
2/27 |
Course Introduction |
|
第2週 |
3/06 |
[Lecture]
Basics of Computer Architecture Design |
|
第3週 |
3/13 |
[Lecture]
Dynamic Instrcution Scheduling/ Branch Predictor (I) |
|
第4週 |
3/20 |
[Lecture]
Dynamic Instrcution Scheduling/ Branch Predictor (II) |
|
第5週 |
3/27 |
[Lecture]
Memory Hierarchy: Cache |
|
第6週 |
4/03 |
Spring Break |
|
第7週 |
4/10 |
[Lecture]
DRAM architecture/3D memory/NVM/SSD |
|
第8週 |
4/17 |
Midterm Exam |
|
第9週 |
4/24 |
[Term project announcement]
[Paper presentation I: Memory Hierarchy]
1.林蔚廷: Jenga:Software-Defined Cache Hierarchies(ISCA 2017)
2.吳易忠: Improving Cache Performance by Exploiting Read-Write Disparity(HPCA 2014)
3.魏禛: CREAM:A Concurrent-Refresh-Aware DRAM Memory System(HPCA 2014) |
|
第10週 |
5/01 |
[Lecture]
Data Parallelism/GPU/TPU
|
|
第11週 |
5/08 |
[Paper presentation II: NVM/SSD]
1.楊子賢: Beyond block I/O: Rethinking traditional storage primitive(HPCA 2016)
2.狄丹: Morpheus:Creating Application Objects Efficiently for Heterogeneous Computing(ISCA 2016)
3.林聰: Endurable Transient Inconsistency in Byte-Addressable Persistent B+-Tree(FAST 2018)
|
|
第12週 |
5/15 |
[Paper Presentation III: GPU]
1.王本奕: Dynamic Thread Block Launch: A Lightweight Execution Mechanism to Support Irregular Applications on GPUs(ISCA 2015)
2.吳哲宇: Divergence-Aware Warp Scheduling(MICRO 2013)
3.邱淳浩: Access Pattern-Aware Cache Management for Improving Data Utilization in GPU(ISCA 2017) |
|
第13週 |
5/22 |
Discussion on Project |
|
第14週 |
5/29 |
[Lecture]
Low Power |
|
第15週 |
6/05 |
[Paper Presentation IV: Machine learning]
1.徐彥旻: Maximizing CNN Accelerator Efficiency Through Resource Partitioning(ISCA 2017)
2.謝耀慶: In-situ AI: Towards Autonomous and Incremental Deep Learning for IoT Systems(HPCA 2018)
3.顏睿楠: vDNN:Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neural Network Design(MICRO 2016) |
|
第16週 |
6/12 |
[Paper Presentation V: low power]
1.黃世瑋: Dynamically Exploiting Narrow Width Operands to Improve Processor Power and Performance(HPCA 1999)
2.郭桂呈: CHARSTAR:Clock Hierarchy Aware Resource Scaling in Tiled Architectures(ISCA 2017) |
|
第17週 |
6/19 |
Project Presentation |
|
第18週 |
6/26 |
Final Exam |