US Patent Application 17658930. HYPERPARAMETER OPTIMIZATION IN FILE COMPRESSION USING SEQUENCE ALIGNMENT simplified abstract
Contents
HYPERPARAMETER OPTIMIZATION IN FILE COMPRESSION USING SEQUENCE ALIGNMENT
Organization Name
Inventor(s)
Ofir Ezrielev of Be'er Sheba (IL)
Jehuda Shemer of Kfar Saba (IL)
HYPERPARAMETER OPTIMIZATION IN FILE COMPRESSION USING SEQUENCE ALIGNMENT - A simplified explanation of the abstract
- This abstract for appeared for US 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 split into sequences, resulting in a compression matrix. A consensus sequence is determined from the compression matrix, and pointer pairs are generated using the consensus sequence. These pointer pairs, along with the consensus sequence, make up the compressed file.
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.
