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. 20, 2022

Filed:

Jul. 21, 2020
Applicant:

Amadeus S.a.s., Biot, FR;

Inventor:

Philippe François Georges Gentric, La-Colle-sur-Loup, FR;

Assignee:

Amadeus S.A.S., Biot, FR;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/27 (2019.01); G06N 7/00 (2006.01); G06K 9/62 (2022.01); H04L 67/01 (2022.01); H04L 67/568 (2022.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); G06F 16/27 (2019.01); G06K 9/6262 (2013.01); H04L 67/01 (2022.05); H04L 67/568 (2022.05);
Abstract

Database queries are processed by a first client storing cached data. The first client and a second client host a probabilistic model yielding validity values associating with the cached data indicating a probability that the cached data stored coincides with corresponding original data. The first client randomly selects queries at the time the respective query is received from one of the plurality of clients. For each of the queries randomly selected, a first piece of the cached data stored at the first client and matching the randomly selected query is retrieved, and a first piece of the original data matching the randomly selected query from the at least one original data source is retrieved. The probabilistic model is adapted using a machine learning algorithm based on the retrieved first piece of the cached data and the retrieved first piece of the original data and made available to the second client.


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