15p.zip -

: Containing raw sequence reads and quality scores.

: It uses the BAM file's alignment data to "predict" the contents of the FASTQ files. Only the differences (residual information) between the two are stored.

: Despite the aggressive reduction, the process is bit-for-bit lossless. Using the Genozip platform , users can reconstruct the original FASTQ and BAM files exactly as they were. Performance and Impact 15p.zip

While a standard .zip file uses the (a combination of LZ77 and Huffman coding) to find repeated patterns within a single stream of data, Genozip’s Deep method is domain-specific. It understands the structure of genomic data, allowing it to achieve compression ratios that general-purpose tools cannot match.

: Containing those same reads mapped to a reference genome. : Containing raw sequence reads and quality scores

: A co-compressed file containing both BAM and FASTQ data is typically only slightly larger than the BAM file alone .

: Instead of compressing FASTQ and BAM files as independent silos, Deep exploits the fact that the BAM file is essentially a reorganized version of the FASTQ data. : Despite the aggressive reduction, the process is

across the approximately 45-90 sources typically required for a paper of that depth. Organizing Academic Research Papers: Making an Outline