17918241. Optimized Model Transmission simplified abstract (Telefonaktiebolaget LM Ericsson (publ))
Contents
Optimized Model Transmission
Organization Name
Telefonaktiebolaget LM Ericsson (publ)
Inventor(s)
Optimized Model Transmission - A simplified explanation of the abstract
This abstract first appeared for US patent application 17918241 titled 'Optimized Model Transmission
Simplified Explanation
The patent application describes a method for operating a policy control entity in a cellular network. Here is a simplified explanation of the abstract:
- The method involves determining the quality of service parameter for a data packet session, where a trained model is downloaded to a mobile entity.
- The capacity parameter of the mobile entity and the network transmission parameter of the cellular network are also determined.
- Based on a dataset that maps different capacity parameters and transmission capabilities to a plurality of trained models, one trained model is selected.
- Routing information is determined to indicate where the selected trained model is accessible for transmission to the mobile entity.
- The routing information is then transmitted to a session management entity responsible for managing the data packet session in the cellular network.
Potential applications of this technology:
- Enhancing the performance of data packet sessions in cellular networks.
- Optimizing the selection and transmission of trained models to mobile entities.
- Improving the quality of service for mobile applications and services.
Problems solved by this technology:
- Efficiently selecting the most suitable trained model based on the capacity and transmission capabilities of the mobile entity and the cellular network.
- Ensuring that the selected trained model is accessible for transmission to the mobile entity.
- Streamlining the management of data packet sessions in cellular networks.
Benefits of this technology:
- Improved performance and quality of service for data packet sessions in cellular networks.
- Enhanced efficiency in selecting and transmitting trained models to mobile entities.
- Better utilization of network resources and improved user experience.
Original Abstract Submitted
The invention relates to a method for operating a policy control entity in a cellular network, the method comprising: determining a quality of service parameter for a data packet session in which one trained model from a plurality of trained models is downloaded to a mobile entity, determining at least one capacity parameter of the mobile entity, determining a network transmission parameter of the cellular network, determining said one trained model from the plurality of different trained models based on a dataset which maps different capacity parameters and transmission capabilities to the plurality of trained models, on the determined capacity parameter, and on the network transmission parameter, determining routing information indicating where said one trained model is accessible for a transmission to the mobile entity, transmitting the routing information to a session management entity configured to manage the data packet session in the cellular network.
