QPET: A Versatile and Portable Quantity-of-Interest-Preservation Framework for Error-Bounded Lossy Compression
Published in VLDB 2025, 2025
A framework for preserving QoIs (quantities of interest) in error-bounded lossy compression.
Publications
Conference Papers
Improving the Efficiency of Interpolation-Based Scientific Data Compressors with Adaptive Quantization Index Prediction
Published in IPDPS 2025, 2025
Adaptive quantization index prediction improves interpolation-based scientific compressors.
Characterization and Detection of Artifacts for Error-Controlled Lossy Compressors
Published in HiPC 2023, 2023
Characterizes artifacts and detection for error-controlled lossy compressors.
Toward Quantity-of-Interest Preserving Lossy Compression for Scientific Data
Published in VLDB 2022, 2022
Toward QoI-preserving lossy compression for scientific data.