Invention Grant
- Patent Title: Network anomaly detection and network performance status determination
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Application No.: US15880855Application Date: 2018-01-26
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Publication No.: US10548032B2Publication Date: 2020-01-28
- Inventor: Ye Ouyang , Le Su , Krishna Pichumani Iyer , Christopher M. Schmidt , Wenyuan Lu , Shaun Robert Pola , Maulik Shah
- Applicant: Verizon Patent and Licensing Inc.
- Applicant Address: US NJ Basking Ridge
- Assignee: Verizon Patent and Licensing Inc.
- Current Assignee: Verizon Patent and Licensing Inc.
- Current Assignee Address: US NJ Basking Ridge
- Main IPC: H04W24/08
- IPC: H04W24/08 ; H04W24/04 ; G06N3/08 ; G06N3/04 ; H04W84/04

Abstract:
A system may collect, from a wireless network, first data pertaining to nodes in the wireless network. Each datum of the first data belongs to one of two or more categories/For each of the nodes, for each of the categories, and for each datum belonging to the category, the system may determine if the datum is outside of a first range of values, and if the datum is inside the first range, the system may calculate a first base network performance health (NPH) score that is a function of the nodes, the categories, the data, and time. The system may also apply first deep learning to a first neural network among a plurality of neural networks to update first coefficients for correlating the first base NPH score to a mean opinion score, for each of the categories.
Public/Granted literature
- US20190239101A1 NETWORK ANOMALY DETECTION AND NETWORK PERFORMANCE STATUS DETERMINATION Public/Granted day:2019-08-01
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