Lei Wu

Compressor-Aware Feature Analysis and Learning-Based Performance Prediction for Scientific Data Compression

High-fidelity scientific instruments and simulations are producing data at unprecedented volumes and rates, imposing substantial pressure on storage, transmission, and analysis. In order to alleviate the challenges brought to highperformance computing I/O and storage, compression techniques have been introduced in vari...