Communication Device Application Model Information Synchronization
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Solution Overview
Problem
The management of information related to AI/ML models in communication systems is not effectively addressed, leading to inefficiencies in resource allocation and model utilization.
Innovation Solution
A communication method and apparatus that enable the interaction and synchronization of application model information between devices, allowing for the management and application of AI/ML models within the communication system.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If AI/ML models are applied to optimize communication functions, then system performance is improved, but information management complexity increases
Solution Approach 1:
The patent introduces a dedicated model information management function that acts as an intermediary between AI/ML models and communication protocols. This function manages model information including identifiers, parameters, and metadata, separating the complexity of model management from the core communication functions while enabling performance optimization through structured model information handling
2Adaptability or versatility
If AI/ML models are deployed across multiple devices, then model utilization is improved, but information synchronization difficulty increases
Solution Approach 1:
The patent creates a universal model information structure that can be applied across different devices and AI/ML model types. The standardized information framework including model identifiers, parameters, and metadata enables consistent model information management and synchronization across multiple devices, allowing flexible model deployment while maintaining information consistency through a unified approach
Data Source
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AI summary
Embodiments of the disclosure provide a communication method and apparatus, a communication device, a storage medium, and a program product, and relate to the field of communication technology. The method includes the following. A first device sends a first message to a second device, where the first message contains application model information related to a third device (320). In the above method, the application model information can be interacted between devices. For one thing, this helps synchronization of application model information between devices. For another, based on synchronized application model information, a control process associated with the application model information can be triggered. Therefore, the management and application of an application model in a communication system can be realized, and the performance of the communication system can be improved.