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:
Jan. 18, 2022
Filed:
Dec. 08, 2017
Nokia Solutions and Networks Oy, Espoo, FI;
Rashid Mijumbi, Hollywell Heights, IE;
Abhaya Asthana, Framingham, MA (US);
Markku Koivunen, Espoo, FI;
Haiyong Fu, Shanghei, CN;
Qinjun Zhu, Sichuan, CN;
Nokia Solutions and Networks Oy, Espoo, FI;
Abstract
Systems, methods, apparatuses, and computer program products for the generation and adaptation of network baselines are provided. One method may include generating predicted values for one or more network metrics over a future time period, generating a baseline for the network metric(s) using the predicted values and/or historic data, evaluating the network metric(s) to detect changes in network conditions using at least one time series analysis technique, and adapting the baseline to the detected changes in network conditions using historic data, machine learning and/or a time series analysis technique.