A total of 75 algorithm–dataset combinations were evaluated in this study, encompassing five standard compression algorithms—LZMA, Zstd, Brotli, Bzip2, and LZ4HC—and their various hybrid ...

LZ4 is lossless compression algorithm, providing compression speed > 500 MB/s per core, scalable with multi-cores CPU. It features an extremely fast decoder, with speed in multiple GB/s per core, ...

Compression algorithms can significantly improve the performance, efficiency, and scalability of big data applications by reducing the amount of data that needs to be stored, transferred, and ...

The Intel IPP optimized implementations of the common data compression algorithms are “drop-in” replacements for the original compression code. But there is always a tradeoff. There is no “best” ...

Experiments demonstrated that each algorithm has its own benefits and limitations and that the choice of a suitable compression algorithm is application-dependent. Finally, considering all assessed ...