The document describes a genome sequence analysis system built using Hypertable to store and analyze genomic sequence data from biological samples. The system uses a NoSQL database and schema design to store taxonomic data, sequence reads, genes and alignments. It enables applications like novel virus discovery, pathogen discovery in cancer samples, and a future depletion array technique.