18032282. METHOD AND APPARATUS FOR TERMINAL DEVICE BEHAVIOR CLASSIFICATION simplified abstract (Telefonaktiebolaget LM Ericsson (publ))
METHOD AND APPARATUS FOR TERMINAL DEVICE BEHAVIOR CLASSIFICATION
Organization Name
Telefonaktiebolaget LM Ericsson (publ)
Inventor(s)
METHOD AND APPARATUS FOR TERMINAL DEVICE BEHAVIOR CLASSIFICATION - A simplified explanation of the abstract
This abstract first appeared for US patent application 18032282 titled 'METHOD AND APPARATUS FOR TERMINAL DEVICE BEHAVIOR CLASSIFICATION
Simplified Explanation
The abstract describes a method and apparatus for classifying the behavior of terminal devices in a network. Here is a simplified explanation of the abstract:
- The method involves obtaining communication measurement data related to terminal devices.
- Terminal implementation characteristics for a group of terminal devices are determined based on the communication measurement data.
- The terminal implementation characteristics and/or a policy for the group of terminal devices are sent to other network functions.
- The policy for the group of terminal devices is determined based on the terminal implementation characteristics.
Potential Applications
This technology can have various applications in the field of network management and optimization. Some potential applications include:
- Network Traffic Management: The classification of terminal device behavior can help in managing network traffic efficiently by identifying devices that may be causing congestion or consuming excessive resources.
- Quality of Service (QoS) Optimization: By understanding the behavior of terminal devices, network functions can prioritize and allocate resources effectively to ensure a better quality of service for users.
- Security and Threat Detection: Analyzing the behavior of terminal devices can aid in identifying potential security threats or abnormal activities within the network.
Problems Solved
This technology addresses several problems in network management and optimization:
- Lack of Visibility: By obtaining communication measurement data and determining terminal implementation characteristics, network functions gain better visibility into the behavior of terminal devices, allowing for more informed decision-making.
- Resource Allocation: The classification of terminal device behavior helps in optimizing resource allocation by identifying devices that may require additional resources or devices that are not utilizing resources efficiently.
- Network Congestion: By identifying devices causing congestion, network functions can take appropriate measures to alleviate congestion and ensure smooth network performance.
Benefits
The use of this technology offers several benefits:
- Improved Network Performance: By classifying terminal device behavior and implementing appropriate policies, network performance can be enhanced, leading to better user experience.
- Efficient Resource Management: Understanding the behavior of terminal devices allows for efficient allocation and utilization of network resources, resulting in cost savings and improved network efficiency.
- Enhanced Security: By analyzing terminal device behavior, potential security threats can be detected early, enabling proactive measures to protect the network and its users.
Original Abstract Submitted
Embodiments of the present disclosure provide methods and apparatus for terminal device behavior classification. A method performed by a first network function comprises obtaining communication measurement data related to at least one terminal device. The method further comprises determining terminal implementation characteristics for a group of terminal devices based on the communication measurement data. The method further comprises sending the terminal implementation characteristics and/or a policy for the group of terminal devices to at least one second network function. The policy for the group of terminal devices is determined based on the terminal implementation characteristics.
