
Instructor Introduction
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이승구 교수
- [소    속] 현) Pohang University of Science and Technology (POSTECH)
- [최종학력] PhD, May 1990 – University of Michigan, U.S.A.
- [주요저서]
1. Sunggu Lee, Gabor Karsai, Peter Puschner, and Joe Loyall, Proceedings of the IEEE 17th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, IEEE Computer Society, June 2014.
2. S. Lee, Advanced Digital Logic Design Using Verilog, State Machines, and Synthesis for FPGAs, Thomson, Toronto, 2006.
Lecture plan
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CHAPTER 1 Parallel Prefix
- A Simple Parallel Scan
- Work-Efficient Parallel Scan
- Parallel Scan for General Array Sizes
- Quiz 1
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CHAPTER 2 Introduction to Algorithms
- Partitioned Matrices
- Parallel Matrix Multiplication
- Introduction to Sparse Matrices and SpMV
- Quiz2
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CHAPTER 3 Parallel Sort Algorithm
- The Sorting Problem and Algorithms for Sorting
- Parallel Quick Sort
- Parallel Radix Sort
- Quiz3
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CHAPTER 4 Audio and Image Processing
- Audio and Image Processing
- Fast Fourier Transforms
- CUDA Program for Fast Fourier Transform
- Quiz4
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CHAPTER 5 Statistics and Data Mining
- Itemset Analysis
- k-Means Clustering
- Principal Component Analysis
- Quiz5
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CHAPTER 6 Machine Learning
- Convolutional Neural Networks
- OpenMP Program for Convolution
- CUDA Implementation of Tiled Matrix Multiplication
- Quiz6
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기말고사
- 병렬프로그래밍 2 기말고사 진행 안내문
Additional Info
교재: 교재 없음 (강의노트 제공)