ML Model Selects Analytics Based on Wireless Network State
Summary
The USPTO published patent application US20260100889A1 for an apparatus and method that uses machine learning models to select analytics services based on wireless network state. The system receives a request for analytics services including a use case parameter, determines an appropriate ML model based on both the use case parameter and current network conditions, and returns analytics information derived from the selected model. The inventors are Konstantinos Samdanis and Dimitrios Karampatsis, with filing date January 4, 2023 and application number 19113887.
What changed
The USPTO published a patent application for an apparatus that uses machine learning to select analytics services in wireless communication networks. The processor receives a request message containing a use case parameter, determines the appropriate ML model based on both the use case parameter and current network state, and transmits analytics information derived from the selected model.
For affected parties, this publication represents routine intellectual property documentation. Patent applications do not create compliance obligations or regulatory requirements until and unless a patent is granted. Technology companies and telecommunications firms developing similar wireless analytics capabilities may wish to conduct freedom-to-operate analyses if the application proceeds to grant.
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Apr 14, 2026GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.
APPARATUSES AND METHODS FOR INTRODUCING A DATA CONTEXT WITH AN MACHINE LEARING MODEL
Application US20260100889A1 Kind: A1 Apr 09, 2026
Inventors
Konstantinos Samdanis, Dimitrios Karampatsis
Abstract
There is provided an apparatus comprising and a processor coupled with a memory. The processor is configured to cause the apparatus to receive a request message for an analytics service that uses a machine learning (ML) model, the request comprising a use case parameter; determine the ML model based on the use case parameter and a current network state, wherein the ML model is for deriving analytics information for a wireless communication network; and transmit a response message comprising analytics service information based on the determined ML model.
CPC Classifications
H04L 41/16 H04L 41/40 H04W 24/08
Filing Date
2023-01-04
Application No.
19113887
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