18752756. DATA PROCESSING METHOD AND APPARATUS, AND COMMUNICATION DEVICE simplified abstract (VIVO MOBILE COMMUNICATION CO., LTD.)
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 18752756 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 at least one second network element during a federated inference process for a first inference task. The method includes receiving information from the second network element, such as a first inference result, and determining a second inference result based on the received information.
- Sending a federated inference request message to at least one second network element
- Receiving first information, including a first inference result, from the second network element
- Determining a second inference result based on the received information
Potential Applications: - This technology can be applied in machine learning systems for collaborative inference tasks. - It can be used in distributed computing environments where multiple network elements need to work together on inference processes.
Problems Solved: - Facilitates collaboration between network elements in performing inference tasks. - Improves the efficiency and accuracy of federated inference processes.
Benefits: - Enhanced performance in federated inference tasks. - Enables distributed systems to work together seamlessly on inference processes.
Commercial Applications: Title: "Collaborative Federated Inference Technology for Enhanced Machine Learning Systems" This technology can be utilized in industries such as healthcare for collaborative diagnosis, in finance for fraud detection, and in autonomous vehicles for real-time decision-making processes.
Questions about Collaborative Federated Inference Technology: 1. How does this technology improve the accuracy of inference tasks in distributed systems? 2. What are the potential challenges in implementing federated inference processes across multiple network elements?
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.
