Researchers have developed ALP (Adaptive Lossless Floating-Point Compression), a state-of-the-art technique that compresses IEEE 754 floating-point numbers by leveraging decimal and high-precision patterns. This award-winning algorithm significantly optimizes both decoding speed and compression ratios, with implementations now available in systems like DuckDB.