I. Ochoa, H. Asnani, D. Bharadia, M. Chowdhury, T. Weissman, G. Yona

We develop a lossy compressor based on rate distortion theory to compress the quality values of metagenomic data in the FASTQ file format without compromising downstream performance such as alignment.