Invention Grant
- Patent Title: Method and arrangement for processing data
- Patent Title (中): 处理数据的方法和布置
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Application No.: US13822839Application Date: 2010-09-29
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Publication No.: US09135572B2Publication Date: 2015-09-15
- Inventor: Jonas Björk , Carl-Fredrik Sundlöf , Simon Moritz
- Applicant: Jonas Björk , Carl-Fredrik Sundlöf , Simon Moritz
- Applicant Address: SE Stockholm
- Assignee: Telefonaktiebolaget L M Ericsson (publ)
- Current Assignee: Telefonaktiebolaget L M Ericsson (publ)
- Current Assignee Address: SE Stockholm
- Agency: Myers Bigel Sibley & Sajovec, P.A.
- International Application: PCT/SE2010/051045 WO 20100929
- International Announcement: WO2012/044214 WO 20120405
- Main IPC: G06F15/18
- IPC: G06F15/18 ; G06N99/00 ; G06K9/62

Abstract:
A method and arrangement for processing data when training a data model involving multiple iterations of data records in a dataset (400c, 606) stored in a database (400, 600). Memory space (400d, 608) is allocated in the database for maintaining the data model during the training operation. The data records in the dataset are read (4:3) directly from the database for each iteration, and the data model is trained (4:4) inside the database by repeatedly applying the read data records in the training operation and updating (4:5) the data model. It is also checked (4:6) whether the updated data model has converged according to a predefined convergence condition. The data model is eventually saved (4:7) once the data model has converged.
Public/Granted literature
- US20130173509A1 METHOD AND ARRANGEMENT FOR PROCESSING DATA Public/Granted day:2013-07-04
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