NWDAF Evaluation Information Using Standardized Accuracy Parameters
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Solution Overview
Problem
Current methods for selecting a network data analytics function (NWDAF) lack a clear generation standard for accuracy information, leading to inappropriate service selection by consumers due to varying evaluation criteria and accuracy levels.
Innovation Solution
A method for determining evaluation information using preset parameters such as classification error cost matrices and class weights to generate evaluation information, enabling consumers to select an appropriate NWDAF based on specific criteria.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If accuracy information is provided without generation standards, then consumers can access accuracy data, but consumers cannot select appropriate NWDAF services due to unknown evaluation criteria
Solution Approach 1:
The patent introduces an evaluation information generation standard as an intermediary between the accuracy information provider (NWDAF) and the consumer. This standard acts as a mediator that translates internal evaluation criteria into externally understandable metrics, enabling consumers to select appropriate services without direct access to proprietary evaluation methodologies.
Solution Approach 2:
The patent transforms abstract evaluation criteria into concrete, measurable parameters that can be communicated to consumers. By changing the representation of evaluation information from internal proprietary metrics to standardized external parameters, the system enables informed service selection while maintaining the integrity of the original evaluation process.
2Adaptability or versatility
If different consumers use different evaluation criteria, then each consumer can evaluate services according to their needs, but consumers cannot make informed selections due to lack of standardized evaluation information
Solution Approach 1:
The patent creates a universal evaluation information framework that can serve multiple consumers with different needs. The generation standard provides a common language and set of metrics that work across different consumer requirements, enabling both standardized comparison and flexible adaptation to specific use cases.
Solution Approach 2:
The patent segments evaluation information into standardized components that can be independently analyzed and compared. By breaking down complex evaluation criteria into discrete, measurable parameters, consumers can selectively focus on the segments most relevant to their specific needs while maintaining overall evaluation rigor.
3Quantity of substance
If consumers subscribe to analytics accuracy information, then they can obtain accuracy data, but they cannot determine appropriate NWDAF selection due to missing generation standard information
Solution Approach 1:
The patent implements preliminary action by establishing evaluation information generation standards before consumers perform service selection. This advance preparation ensures that when consumers subscribe to accuracy information, the data is already structured and standardized for reliable interpretation, eliminating the need for post-subscription analysis of evaluation methodologies.
Data Source
AI summary
An evaluation information determining method, a related system, and a storage medium, wherein the method includes: receiving a first request sent by a second network element, where the first request includes first information, the first information includes a preset parameter, and the preset parameter is used to generate evaluation information; obtaining evaluation information based on the first information, where the evaluation information is used to evaluate a service or a model; and returning the evaluation information to the second network element. The preset parameter in the first information sent by the second network element is used to generate evaluation information.