Vivo mobile communication co., ltd. (20240348511). DATA PROCESSING METHOD AND APPARATUS, AND COMMUNICATION DEVICE simplified abstract
Contents
DATA PROCESSING METHOD AND APPARATUS, AND COMMUNICATION DEVICE
Organization Name
vivo mobile communication co., ltd.
Inventor(s)
DATA PROCESSING METHOD AND APPARATUS, AND COMMUNICATION DEVICE - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240348511 titled 'DATA PROCESSING METHOD AND APPARATUS, AND COMMUNICATION DEVICE
The abstract describes a data processing method and a communication device that involve sending a federated inference request message to a second network element, receiving information from the second network element, and determining a second inference result based on the received information.
- The method involves sending a federated inference request message to a second network element participating in the inference process.
- Information related to the first inference task is included in the request message.
- The second network element sends back information, including a first inference result.
- The method then determines a second inference result based on the received information.
Potential Applications: - This technology can be applied in federated learning systems where multiple network elements collaborate on inference tasks. - It can be used in distributed computing environments to improve the efficiency of data processing tasks.
Problems Solved: - Enables efficient collaboration between network elements in performing inference tasks. - Enhances the accuracy and speed of data processing in distributed systems.
Benefits: - Improved performance in federated learning processes. - Enhanced scalability and efficiency in distributed computing environments.
Commercial Applications: Title: Enhanced Federated Inference Processing for Distributed Systems This technology can be utilized in industries such as healthcare, finance, and telecommunications for secure and efficient data processing in distributed systems. It can also be applied in edge computing environments to optimize resource utilization and improve decision-making processes.
Questions about Federated Inference Processing: 1. How does this technology improve the efficiency of data processing in distributed systems? 2. What are the potential security implications of using federated inference processing in sensitive industries?
Frequently Updated Research: Researchers are continually exploring ways to enhance the performance and security of federated learning systems, including improvements in communication protocols and privacy-preserving techniques. Stay updated on the latest advancements in federated inference processing for distributed systems to leverage cutting-edge technologies in your applications.
Original Abstract Submitted
a data processing method and a communication device are provided. the data processing method includes the following steps: sending a federated inference request message to at least one second network element when performing a federated inference process corresponding to a first inference task, wherein the federated inference request message includes at least information related to the first inference task, and the second network element is a network element participating in the federated inference process: receiving first information sent by the at least one second network element, wherein the first information includes at least a first inference result; and determining a second inference result corresponding to the first inference task based on at least one of the first inference result.
