2 papers
cs.DC2026
LOCAA: An Agentic System for Automated Lossy Compressor Tuning
Khondoker Mirazul Mumenin, Dong Dai, Sheng Di +2
Large-scale scientific simulations generate substantial data volumes, making lossy compression essential for reducing storage and data movement costs. However, users configure comp…
cs.LG2025
DeepCQ: General-Purpose Deep-Surrogate Framework for Lossy Compression Quality Prediction
Khondoker Mirazul Mumenin, Robert Underwood, Dong Dai +4
Error-bounded lossy compression techniques have become vital for scientific data management and analytics, given the ever-increasing volume of data generated by modern scientific s…