18287772. MANAGING INTERNAL CONFIGURATION OF A COMMUNICATION NODE simplified abstract (Telefonaktiebolaget LM Ericsson (PUBL))
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 Key Features and Innovation
- 1.6 Potential Applications
- 1.7 Problems Solved
- 1.8 Benefits
- 1.9 Commercial Applications
- 1.10 Prior Art
- 1.11 Frequently Updated Research
- 1.12 Questions about the Technology
- 1.13 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 18287772 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 observed performance.
Key Features and Innovation
- Method for managing configuration of internal components in a communication network node
- Utilizes performance data to create a model of the node
- Extracts conditional probabilities of state transitions and performance changes
- Generates a solution with a policy for proposing configuration changes based on observed performance
Potential Applications
This technology can be applied in telecommunications, networking, and IT industries to optimize the performance of communication network nodes.
Problems Solved
- Efficient management of internal components in communication network nodes
- Improved performance optimization based on observed data
Benefits
- Enhanced performance of communication network nodes
- Automated policy generation for configuration management
- Increased efficiency in network operations
Commercial Applications
- Telecommunications companies can use this technology to improve the performance of their network nodes and enhance customer experience.
- IT service providers can optimize their network configurations for better reliability and performance.
Prior Art
Readers interested in prior art related to this technology can explore research papers, patents, and industry publications on network configuration management and performance optimization.
Frequently Updated Research
Stay updated on the latest research in network configuration management, performance optimization, and machine learning algorithms for network operations.
Questions about the Technology
What are the potential applications of this technology in other industries?
This technology can also be applied in industries such as healthcare, finance, and transportation to optimize network performance and operations.
How does this method compare to traditional manual configuration management processes?
This method offers automated policy generation based on observed performance data, providing a more efficient and data-driven approach compared to manual processes.
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.
