Mar 4, 2024 · This paper is the first to utilize embedding and deep learning graph neural networks (GNNs) to tackle the issue of identifying bugs in MPI programs.

This paper is the first to utilize embedding and deep learning graph neural networks (GNNs) to tackle the issue of identifying bugs in MPI programs.

Mar 4, 2024 · This paper is the first to utilize embedding and deep learning graph neural networks (GNNs) to tackle the issue of identifying bugs in MPI ...

Jul 11, 2024 · MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR ... detect user errors in the use of MPI's collective operations.

Feb 21, 2024 · This repository contains the material to reproduce the experiments presented in the paper MPI Errors Detection using GNN Embedding and Vector ...

... MPI Errors Detection using GNN and Embedding over LLVM IR. In Proc. of the 38th IEEE International Parallel and Distributed Processing Symposium (IPDPS) ...

MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR. J El Karchi, H Chen, A TehraniJamsaz, A Jannesari, M Popov, E Saillard. 2024 IEEE ...

Dec 1, 2024 · MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR. IPDPS 2024: 595-607. [i8]. view. electronic edition via DOI (open ...

Recent Publications ; 2, MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR, IPDPS '24 ; 3, GraphBinMatch - Graph-Based Similarity ...

Learning LLVM IR with GNN/embedding/ML for full stack optimization. In 2021, I initiated a code characterization and optimization initiative based on the LLVM ...