{"id":20167286,"url":"https://github.com/sferez/sspp_sparse_matrix_cuda","last_synced_at":"2026-04-30T02:38:29.092Z","repository":{"id":161145409,"uuid":"618644416","full_name":"sferez/SSPP_Sparse_Matrix_CUDA","owner":"sferez","description":"Small Scale Parallel Programming, Sparse Matrix multiplication with CUDA","archived":false,"fork":false,"pushed_at":"2023-04-18T09:38:02.000Z","size":69713,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-03T03:42:05.980Z","etag":null,"topics":["cpp","cuda","omp","omp-parallel","parallel-computing","small-scale-parallel-programming","sparse-matrix"],"latest_commit_sha":null,"homepage":"","language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sferez.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-03-24T23:53:53.000Z","updated_at":"2023-04-18T09:35:29.000Z","dependencies_parsed_at":null,"dependency_job_id":"2a2744e6-6fd9-4bf7-a47a-26527e0b9a7c","html_url":"https://github.com/sferez/SSPP_Sparse_Matrix_CUDA","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/sferez/SSPP_Sparse_Matrix_CUDA","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sferez%2FSSPP_Sparse_Matrix_CUDA","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sferez%2FSSPP_Sparse_Matrix_CUDA/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sferez%2FSSPP_Sparse_Matrix_CUDA/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sferez%2FSSPP_Sparse_Matrix_CUDA/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sferez","download_url":"https://codeload.github.com/sferez/SSPP_Sparse_Matrix_CUDA/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sferez%2FSSPP_Sparse_Matrix_CUDA/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259645082,"owners_count":22889527,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["cpp","cuda","omp","omp-parallel","parallel-computing","small-scale-parallel-programming","sparse-matrix"],"created_at":"2024-11-14T00:49:20.865Z","updated_at":"2026-04-30T02:38:24.054Z","avatar_url":"https://github.com/sferez.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# Small Scale Parallel Computing\n\nThis study examined the performance of OpenMP and CUDA parallelization for Sparse matrix-vector multiplication (SpMV) on a hybrid CPU and GPU platform.\n\nIt implemented both programming models on a set of sparse matrices with varying sizes and densities.\n\n## Report\n\nThe report is available at Medium: [Article](https://medium.com/@simeon.ferez/sparse-matrix-vector-product-openmp-vs-cuda-on-hybrid-platforms-7ef576fbfc0d)\n\n![Article](https://miro.medium.com/v2/resize:fit:1400/format:webp/1*7AOf5Y2Sdi1yYTiJs9caNg.png)\n\n## Structure\n\nThe following code folders are included in this project:\n\n- 'input' contains the input matrices in matrix market format\n- 'output' contains the sparsity pattern of some output matrices\n- 'src/CUDA' contains the CUDA code parallelization\n- 'src/OMP' contains the OpenMP code parallelization\n- 'src' contains the custom class and python script to run the code\n\n## Requirements\n\n- CMake\n- CUDA\n- OpenMP\n- Python 3 (optional)\n\n## Build\n\nEach folder contains a CMakeLists.txt file to build the code. Each parallelization is built separately for testing purpose.\n\nPython script have been provided to run all the configurations and generate the results.\n\n## Authors\n\n- [@sferez](https://github.com/sferez)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsferez%2Fsspp_sparse_matrix_cuda","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsferez%2Fsspp_sparse_matrix_cuda","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsferez%2Fsspp_sparse_matrix_cuda/lists"}