Invention Grant
- Patent Title: Artificial intelligent enhanced data sampling
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Application No.: US18351244Application Date: 2023-07-12
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Publication No.: US12184467B2Publication Date: 2024-12-31
- Inventor: Ming Li , Katherine Zhao
- Applicant: HUAWEI TECHNOLOGIES CO., LTD.
- Applicant Address: CN Guangdong
- Assignee: HUAWEI TECHNOLOGIES CO., LTD.
- Current Assignee: HUAWEI TECHNOLOGIES CO., LTD.
- Current Assignee Address: CN Guangdong
- Agency: Conley Rose, P.C
- Main IPC: H04L27/26
- IPC: H04L27/26 ; H04L43/022 ; H04L43/024 ; H04L43/0864 ; H04L49/20

Abstract:
Monitoring an operational characteristic of a data communication device within a network includes sampling an operational characteristic of the data communication device at a fine-grain sample rate over a first sampling interval to produce fine-grain samples of the operational characteristic of the data communication device, training a machine learning algorithm using the fine-grain samples of the operational characteristic of the data communication device, the fine-grain sample rate, and a coarse-grain sample rate that is less than the fine-grain sample rate, sampling the operational characteristic of the data communication device at the coarse-grain sample rate over a second sampling interval to produce coarse-grain samples of the operational characteristic of the data communication device, and using the machine learning algorithm to process the coarse-grain samples of the operational characteristic of the data communication device to produce accuracy-enhanced samples of the operational characteristic of the data communication device.
Public/Granted literature
- US20230353440A1 ARTIFICIAL INTELLIGENT ENHANCED DATA SAMPLING Public/Granted day:2023-11-02
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