GitHub

COO to CSR Sparse Matrix Converter on FPGA

python main.py # modify benchmarklist.csv if necessary. COO and CSR data are stored in coo_data/ and csr_data/, respectively. make sim_start # Run simulation (default: ./sim_coo2csr) Output waveforms ...
IEEE

Matrix - Based Encryption: A Python-Driven Approach to Data protection

Abstract: In everyday life, it is crucial to protect our data and communication. The necessity for secure message communication is not a novel concept. It has existed for a long time. Data security ...
marktechpost

Google AI Introduces STATIC: A Sparse Matrix Framework Delivering 948x Faster Constrained Decoding for LLM Based Generative Retrieval

In industrial recommendation systems, the shift toward Generative Retrieval (GR) is replacing traditional embedding-based nearest neighbor search with Large Language Models (LLMs). These models ...
IEEE

Toward Realism: Sparse Matrix Statistics in the North American and Synthetic Electric Grid Models

Abstract: This letter uses sparse matrix statistics to highlight a structural gap between North American grid models and the synthetic cases commonly used in research. North American grids exhibit ...
GitHub

An MPI+OpenMP hybrid implementation of Gustavson's Sparse Matrix Multiplication for Boolean CSR matrices

For performance testing the algorithm: mpirun/srun -n number_of_tasks SpGEMM_mpi_omp path_to_matrix block_size number_of_threads times_to_run number_of_tasks*path_to_matrix*block_size needs to equal ...