Xinyue Luo

MeLLoC: Lossless Compression with High-order Mechanism Learning

Lossless compression of large-scale scientific floating-point data is critical yet challenging due to the presence of high-order information and noise that arises from model truncation and discretization errors. Existing entropy coding techniques fail to effectively leverage the mechanisms underlyin…