HYPERPARAMETER OPTIMIZATION IN FILE COMPRESSION USING SEQUENCE ALIGNMENT: abstract simplified (17658930)

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  • This abstract for appeared for patent application number 17658930 Titled 'HYPERPARAMETER OPTIMIZATION IN FILE COMPRESSION USING SEQUENCE ALIGNMENT'

Simplified Explanation

The abstract describes a method for compressing files. The process involves aligning the input file and setting certain parameters to achieve desired performance. The aligned file is then split into sequences and compressed into a matrix. A consensus sequence is determined from the matrix, and pointer pairs are generated based on the consensus sequence. The compressed file includes these pointer pairs and the consensus sequence.


Original Abstract Submitted

Compressing files is disclosed. An input file to be compressed is first aligned. During or prior to aligning the input file, hyperparameters are set, determined, or configured. The hyperparameters may be set, determined, or configured to achieve a particular performance characteristic. Aligning the file includes splitting the file into sequences that can be aligned. The result is a compression matrix, where each row of the matrix corresponds to part of the file. A consensus sequence id determined from the compression matrix. Using the consensus sequence, pointer pairs are generated. Each pointer pair identifies a subsequence of the consensus matrix. The compressed file includes the pointer pairs and the consensus sequence.

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