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:
Apr. 14, 2009
Filed:
Jun. 06, 2001
Kimmo Hätönen, Helsinki, FI;
Albert Höglund, Helsinki, FI;
Markus Miettinen, Helsinki, FI;
Jyrki Berg, Tampere, FI;
Kari Kulmala, Tampere, FI;
Sampo Torikka, Tampere, FI;
Kimmo Hätönen, Helsinki, FI;
Albert Höglund, Helsinki, FI;
Markus Miettinen, Helsinki, FI;
Jyrki Berg, Tampere, FI;
Kari Kulmala, Tampere, FI;
Sampo Torikka, Tampere, FI;
Nokia Corporation, Espoo, FI;
Abstract
A method and system for monitoring the behavior of at least one observable object, e.g. a network element, of a network, wherein at least one parameter of the observable object is repeatedly detected. An actually detected parameter is input to a learning process and to an analyzing process, wherein the learning process forms a reference, based on at least two detected parameter values, for describing the behavior of the observable object. The analyzing process compares the input parameter and the reference for detecting an anomal behavior. The parameter preferably is a vector which includes several values describing properties or functioning of the observable object, and is formed based on events and/or reports from the object.