Their proposed method, outlined in a paper published in Nature Machine Intelligence, was found to be significantly more powerful than classical data compression algorithms. "In January 2023, when ...

Everyone has unzipped files via an algorithm called Deflate that has been used for data compression for 20 years. Now Facebook says it has something better called Zstandard.

Typically, those systems are closely guarded secrets, but today, Microsoft open sourced the algorithm, hardware specification and Verilog source code for how it compresses data in its Azure cloud.

Effective compression is about finding patterns to make data smaller without losing information. When an algorithm or model can accurately guess the next piece of data in a sequence, it shows it's ...

Lossless compression, such as gzip, is a class of algorithms that can perfectly reconstruct the original data from the compressed data, ensuring no loss of information. LLMs vs. classical ...

Alongside data compression algorithms—which reduce the size of data while preserving essential information—these techniques underpin a range of applications from bioinformatics to large ...

We test, integrate and improve data compression algorithms developed by other contractors, specifically for synthetic aperture radar (SAR) and hyperspectral imaging (HSI). In addition, we work to ...

The algorithm offers both lossless and lossy compression alternatives. It offers a low-complexity solution specifically designed to compress and decompress high-speed sampled data. On many real-world ...

Alireza Doostan is leading a major effort for real-time data compression for supercomputer research.. A professor in the Ann and H.J. Smead Department of Aerospace Engineering Sciences at the ...