Back when I did HPC work, I used Blosc to compress information about atoms for molecular dynamics simulations before transferring this data between the Infiniband interconnects. Despite the high speed of the interconnects, it was actually faster to compress, transmit, and decompress using Blosc than to transmit only the raw data.