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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.

Patent No.:

US 11950122 B1

PDFFull Text
Date of Patent:
Apr. 02, 2024

Filed:

Oct. 01, 2021

Cleaning raw data generated by a telecommunications network for deployment in a deep neural network model

Applicant:

Viavi Solutions Inc., San Jose, CA (US);

Inventors:

Sayed Taheri, Cheshire, GB;

Faris Muhammad, Edgware, GB;

Hamed Al-Raweshidy, New Denham, GB;

Srini Challa, Hatfield, GB;

Assignee:

VIAVI Solutions Inc., Chandler, AZ (US);

Attorney:

Harrity & Harrity, LLP

Primary Examiner:

Cheikh T Ndiaye

Int. Cl.
CPC ...
H04W 24/10 (2009.01); G06F 18/21 (2023.01); G06F 18/214 (2023.01); G06F 40/143 (2020.01); G06F 40/289 (2020.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); H04W 24/08 (2009.01);
U.S. Cl.
CPC ...
H04W 24/10 (2013.01); G06F 18/214 (2023.01); G06F 18/217 (2023.01); G06F 40/143 (2020.01); G06F 40/289 (2020.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); H04W 24/08 (2013.01);
Abstract

A device may receive software logs identifying raw data and may convert the raw data to a text format, to generate text data. The device may extract pre-log data from the text data and may remove files with less than a threshold quantity of lines from the text data to generate modified text data. The device may extract UE data from the modified text data and may decode RRC messages in the modified text data to generate decoded RRC messages. The device may extract marker data from the modified text data and may remove files associated with timestamps and test cases from the modified text data to generate further modified text data. The device may extract test case data from the further modified text data and may generate final data that includes the pre-log data, the UE data, the decoded RRC messages, the marker data, and the test case data.

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Taheri, Sayed. (2024). Cleaning raw data generated by a telecommunications network for deployment in a deep neural network model (U.S. Patent No. 11950122). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11950122

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