18591304. COMMUNICATION METHOD AND APPARATUS simplified abstract (HUAWEI TECHNOLOGIES CO., LTD.)
COMMUNICATION METHOD AND APPARATUS
Organization Name
Inventor(s)
Xiaomeng Chai of Shanghai (CN)
COMMUNICATION METHOD AND APPARATUS - A simplified explanation of the abstract
This abstract first appeared for US patent application 18591304 titled 'COMMUNICATION METHOD AND APPARATUS
The abstract describes a patent application for a method where an access network device receives information from multiple terminal devices, updates a global model based on this information, and sends the updated model to other terminal devices.
- Access network device receives information from multiple terminal devices
- Updates global model based on received information
- Sends updated global model to other terminal devices
- First duration is set to ensure synchronization of local information updates with global model updates
- Improves accuracy and performance of the global model obtained by the access network device
Potential Applications: - Machine learning systems - Data analysis platforms - Network optimization tools
Problems Solved: - Synchronization of local and global models - Accuracy and performance improvement in global models
Benefits: - Enhanced accuracy of global models - Improved performance of network devices - Efficient data processing and analysis
Commercial Applications: Title: "Advanced Network Data Processing Technology for Enhanced Performance" This technology can be utilized in various industries such as telecommunications, data analytics, and artificial intelligence to optimize network performance and enhance data processing capabilities.
Questions about the technology: 1. How does the method ensure synchronization between local and global models? 2. What are the potential implications of using this technology in machine learning systems?
Frequently Updated Research: Researchers are continuously exploring ways to enhance the synchronization and performance of global models in network devices to improve overall efficiency and accuracy.
Original Abstract Submitted
An access network device receives M pieces of first information of M local models from M terminal devices, where the M terminal devices one-to-one correspond to the M local models, the M local models one-to-one correspond to the M pieces of first information, and the M pieces of first information of the M local models are information received in first duration. The access network device updates a global model based on the M pieces of first information of the M local models and sends first information of the global model to K terminal devices. In the method, the first duration is set, to ensure that an update progress of local information matches an update progress of the global model and improve accuracy and performance of the global model obtained by the access network device.
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