Abstract: In this paper, we address the limitations of current measures for estimating the lossless compression limits. Shannon entropy, while practical, assumes a known data distribution and does not ...

Abstract: Large-scale scientific applications generate massive floating-point data, making lossy compression an essential method to reduce storage needs and improve performance. However, variations in ...