Verizon Patent and Licensing Inc.

John C Burlison, Jr

Seng Chai Gan

Bharadwaj Vemuri

Sankar Subramanian

Andrew F Patka

Masudur Rahman

Binaben Dipesh Patel

Isaac Alexander Calvo

Rajendra K Damle

A method, a network device, and a non-transitory computer-readable storage medium are described in relation to an device detection and network slice assignment service. The device detection and network slice assignment service may include providing a subnetwork slice connection between a fixed wireless access device and a fifth generation (5G) radio access network device to an end device that is not 5G compatible. The fixed wireless access device may detect the end device based on an identifier included in a network assignment request. The fixed wireless access device may assign a network address, which may be associated with the network slice assignment service, to the end device. The fixed wireless access device may route traffic to and from the end device via the subnetwork slice connection.

Device detection and network slice assignment service

A system described herein may use automated techniques, such as machine learning techniques, to analyze device snapshots from a group of User Equipment ('UEs'), and determine trouble conditions that are experienced by the UEs. The system may identify markers of the trouble conditions based on the snapshots, and may use these markers to predict or identify trouble conditions at other UEs based on snapshots received from the other UEs. Further, once a trouble condition is predicted or identified at the other UEs, the trouble condition may be proactively addressed, without requiring an explicit request from the other UEs to address the trouble condition.

Systems and methods for monitoring and remediating trouble conditions using machine learning techniques

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Sherwood, AR, United States of America

John C Burlison, Jr