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.:
Date of Patent:
Jun. 04, 2024
Filed:
Jul. 20, 2020
Amadeus S.a.s., Biot, FR;
Vincent Boulineau, Antibes, FR;
Jacques Bonaud, Cagnes sur mer, FR;
Ahmed Oulabas, Valbonne, FR;
Guillaume Deacken Owanssango, Roquefort les Pins, FR;
David Renaudie, Valbonne, FR;
Mohand Arezki Kessaci, Saint André de la Roche, FR;
AMADEUS S.A.S., Biot, FR;
Abstract
A method of determining a primary storage location for a data record in a distributed system comprising a plurality of data stores physically located in corresponding geographic locations, includes initialising a machine learning mapping model using topology information of the distributed system, and determining a set of training feature vectors derived from metadata values associated with prior location requests. The model is trained using the training feature vectors and a corresponding set of target primary storage locations. A location request that includes a plurality of metadata values and is associated with a data record is received, and the metadata values are processed to determine a prediction feature vector comprising a plurality of prediction feature values. The model is executed using the prediction feature vector to identify one data store of the plurality of data stores as the primary storage location for the data record associated with the location request.