Parallel Computing (大数据并行计算)

Undergraduate course, Renmin University of China, 2025

This is an applied introductory course on parallel computing lectured by Yanbing Bai from the School of Statistics, Renmin University of China. This courses mainly focuses accelerating the computation of large-scale satellite data using parallel computing techniques, such as multiprocessing, threading, OpenMP, MPI, and CUDA.

(Only technical reports are provided for now.)

Assignment Technical ReportCode
Assignment 1: Satellite imagery web-scrapping and processing 
Assignment 2: Satellite imagery computation accelerated with MPI 
Assignment 3: Satellite imagery processing accelerated with CUDA 
Project: Human-machine Collaborated Economic Development Measurement via Satellite Imagery, Slide