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:
Sep. 15, 2015
Filed:
Sep. 29, 2010
Jonas Björk, Stockholm, SE;
Carl-fredrik Sundlöf, Danderyd, SE;
Simon Moritz, Stockholm, SE;
Telefonaktiebolaget L M Ericsson (publ), Stockholm, SE;
Abstract
A method and arrangement for processing data when training a data model involving multiple iterations of data records in a dataset (c,) stored in a database (). Memory space (d,) is allocated in the database for maintaining the data model during the training operation. The data records in the dataset are read () directly from the database for each iteration, and the data model is trained () inside the database by repeatedly applying the read data records in the training operation and updating () the data model. It is also checked () whether the updated data model has converged according to a predefined convergence condition. The data model is eventually saved () once the data model has converged.