2 papers
cs.DC2025
FZModules: A Heterogeneous Computing Framework for Customizable Scientific Data Compression Pipelines
Skyler Ruiter, Jiannan Tian, Fengguang Song
Modern scientific simulations and instruments generate data volumes that overwhelm memory and storage, throttling scalability. Lossy compression mitigates this by trading controlle…
cs.DS2025
Value-Compressed Sparse Column (VCSC): Sparse Matrix Storage for Redundant Data
Skyler Ruiter, Seth Wolfgang, Marc Tunnell +3
Compressed Sparse Column (CSC) and Coordinate (COO) are popular compression formats for sparse matrices. However, both CSC and COO are general purpose and cannot take advantage of…