The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 10, 2024

Filed:

Jul. 28, 2023
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Alex Laier Bordignon, Niterói, BR;

Franklin Jordan Ventura Quico, Niterói, BR;

Rômulo Teixeira de Abreu Pinho, Niterói, BR;

Vinicius Michel Gottin, Rio de Janeiro, BR;

Paulo de Figueiredo Pires, Niterói, BR;

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H03M 7/30 (2006.01); G06N 3/08 (2023.01); H03M 13/00 (2006.01);
U.S. Cl.
CPC ...
H03M 7/6041 (2013.01); G06N 3/08 (2013.01); H03M 7/3059 (2013.01); H03M 13/612 (2013.01);
Abstract

Reconstructing compressed data to reduce compression loss. Data at a device is compressed using lossy compression and metadata values are added to the compressed data. A gateway receives a package including the compressed data and the metadata values. The data is decompressed and input to a machine learning model along with the metadata values. The machine learning model is trained to reduce the compression loss. The output of the model is an improved decompressed data. Actions may be performed based on the improved decompressed data.


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