GitHub / Vivek-Tate / Performance-Analysis-of-Parallel-Computing-Algorithms-using-CUDA-and-OpenMP

This is an academic experiment comparing CPU and GPU performance using CUDA and OpenMP. It involves implementing three algorithms: Standard Deviation Calculation, Image Convolution, and Histogram-Based Data Structure, optimised for parallel execution to demonstrate performance improvements on different hardware architectures.

JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Vivek-Tate%2FPerformance-Analysis-of-Parallel-Computing-Algorithms-using-CUDA-and-OpenMP

Topics: cpu-monitoring, cuda, data-structures, experiments, gpu-monitoring, gpu-parallelization, image-convolution, openmp, parallel-computing, performance-analysis, standard-deviation

• Files
• Readme
• Dependencies