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Course summary

  • Type MOOC course
  • Period Always open
  • Learning Time Study freely
  • Course approval method Automatic approval
  • Certificate Issue Online
http://www.edwith.org/parallel-programming-p2
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Instructor Introduction

  • 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

강의
  1. CHAPTER 1 Parallel Prefix
    1. A Simple Parallel Scan
    1. Work-Efficient Parallel Scan
    1. Parallel Scan for General Array Sizes
    1. Quiz 1
  2. CHAPTER 2 Introduction to Algorithms
    1. Partitioned Matrices
    1. Parallel Matrix Multiplication
    1. Introduction to Sparse Matrices and SpMV
    1. Quiz2
  3. CHAPTER 3 Parallel Sort Algorithm
    1. The Sorting Problem and Algorithms for Sorting
    1. Parallel Quick Sort
    1. Parallel Radix Sort
    1. Quiz3
  4. CHAPTER 4 Audio and Image Processing
    1. Audio and Image Processing
    1. Fast Fourier Transforms
    1. CUDA Program for Fast Fourier Transform
    1. Quiz4
  5. CHAPTER 5 Statistics and Data Mining
    1. Itemset Analysis
    1. k-Means Clustering
    1. Principal Component Analysis
    1. Quiz5
  6. CHAPTER 6 Machine Learning
    1. Convolutional Neural Networks
    1. OpenMP Program for Convolution
    1. CUDA Implementation of Tiled Matrix Multiplication
    1. Quiz6
  7. 기말고사
    1. 병렬프로그래밍 2 기말고사 진행 안내문

Additional Info

교재: 교재 없음 (강의노트 제공)