Telefonaktiebolaget lm ericsson (publ) (20240195690). MANAGING INTERNAL CONFIGURATION OF A COMMUNICATION NODE simplified abstract
Contents
- 1 MANAGING INTERNAL CONFIGURATION OF A COMMUNICATION NODE
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 MANAGING INTERNAL CONFIGURATION OF A COMMUNICATION NODE - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Potential Applications
- 1.6 Problems Solved
- 1.7 Benefits
- 1.8 Commercial Applications
- 1.9 Prior Art
- 1.10 Frequently Updated Research
- 1.11 Questions about the Technology
- 1.12 Original Abstract Submitted
MANAGING INTERNAL CONFIGURATION OF A COMMUNICATION NODE
Organization Name
telefonaktiebolaget lm ericsson (publ)
Inventor(s)
Ajay Kattepur of Bangalore (IN)
Swarup Kumar Mohalik of Bangalore (IN)
Sushanth S David of Frisco TX (US)
MANAGING INTERNAL CONFIGURATION OF A COMMUNICATION NODE - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240195690 titled 'MANAGING INTERNAL CONFIGURATION OF A COMMUNICATION NODE
Simplified Explanation
The patent application describes a method for creating a policy to manage the configuration of internal components in a communication network node. This involves using performance data to create a model of the node, extracting conditional probabilities of state transitions and performance changes, and combining them with a reward function to generate a solution that proposes configuration changes based on performance.
- Obtaining performance data
- Generating a model of the communication network node
- Extracting conditional probabilities of state transitions and performance changes
- Combining probabilities with a reward function to form a configuration model
- Generating a solution with a policy for proposing configuration changes based on performance
Potential Applications
This technology can be applied in telecommunications, networking, and IT industries to optimize the performance of communication network nodes.
Problems Solved
This technology addresses the challenge of efficiently managing the configuration of internal components in a communication network node to improve overall performance.
Benefits
The benefits of this technology include enhanced performance, optimized configuration management, and improved decision-making based on observed performance data.
Commercial Applications
Optimizing communication network nodes can lead to improved network efficiency, reduced downtime, and enhanced user experience, making this technology valuable for telecom companies, network operators, and IT service providers.
Prior Art
Prior research in the field of network optimization and configuration management may provide insights into similar methods and approaches.
Frequently Updated Research
Stay updated on the latest advancements in network optimization, machine learning algorithms for performance analysis, and policy generation for configuration management in communication networks.
Questions about the Technology
What are the key components of the policy generation process described in the patent application?
The key components include obtaining performance data, creating a model of the network node, extracting conditional probabilities, combining them with a reward function, and generating a solution with a policy for configuration changes.
How does this technology improve the efficiency of managing communication network nodes?
This technology enhances efficiency by using performance data to propose configuration changes that can optimize the network node's performance and overall operation.
Original Abstract Submitted
a computer implemented method is disclosed for generating a policy for managing a configuration of internal components of a communication network node. the method includes obtaining performance data and generating a model of the communication network node the method further includes using the model to generate a first data set; and extracting, from the first data set: a set of conditional probabilities of operational state transition for the communication network node; and a set of conditional probabilities of changes in observed measure of performance for the communication network node. the method further comprises includes combining the extracted sets of conditional probabilities with a reward function to form a configuration model and generating a solution to the configuration model including a policy that is operable to propose a change in configuration of an internal component of the communication network node based on an observed measure of performance of the communication network node.
