Data processing method and device
A data processing and data technology, applied in the computer field, can solve problems such as data abnormality, and achieve the effect of avoiding long detection time
Active Publication Date: 2020-09-29
JINGDONG CITY BEIJING DIGITS TECH CO LTD
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[0003] The monitoring system is often composed of a large number of monitoring devices (such as sensors), and the data collected by each monitoring device is often related to each other. Therefore, if a monitoring device in the monitoring system is abnormal, it will often lead to multiple monitoring devices associated with it. The collected data is abnormal
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[0034] The present disclosure will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain related inventions, rather than to limit the invention. It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings.
[0035] It should be noted that, in the case of no conflict, the embodiments in the present disclosure and the features in the embodiments can be combined with each other. The present disclosure will be described in detail below with reference to the accompanying drawings and embodiments.
[0036] figure 1 An exemplary architecture 100 to which the data processing method or data processing apparatus of the present disclosure can be applied is shown.
[0037] Such as figure 1 As shown, the system architecture 100 may include a server 101 , a network 102 ,...
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The embodiment of the disclosure discloses a data processing method and device. A specific embodiment of the method includes: based on the acquired historical data of the equipment in the system to be inspected for the target parameters and the data to be inspected, generating map data to be inspected, wherein the map data to be inspected includes information indicating the equipment in the system to be inspected Nodes and connection lines connecting node pairs, the connection lines in the graph data to be detected have weights based on the historical data of the devices indicated by the two connected nodes, and the nodes in the graph data to be detected have weights to be detected based on the indicated devices The attribute value obtained from the data; based on the weight of the connection line in the graph data to be detected, divide a plurality of subgraph data from the graph data to be detected; according to the attribute value of the node included in the subgraph data in the graph data to be detected, determine to be detected Whether the equipment in the system is abnormal. This embodiment reduces the detection time and detection error of the system to be detected.
Description
technical field [0001] The embodiments of the present disclosure relate to the field of computer technology, and in particular, to a data processing method and device. Background technique [0002] In various scenarios, it is often necessary to use a monitoring system to monitor desired parameters. For example, forest areas need to monitor parameters such as temperature and humidity through monitoring systems to prevent fires. For another example, a developed traffic area needs to monitor various traffic parameters through a monitoring system to prevent traffic accidents. [0003] The monitoring system is often composed of a large number of monitoring devices (such as sensors), and the data collected by each monitoring device is often related to each other. Therefore, if a monitoring device in the monitoring system is abnormal, it will often lead to multiple monitoring devices associated with it. The collected data is abnormal. [0004] In order to ensure the normal opera...
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IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06V20/00G06N3/045G06F18/2411
Inventor 詹仙园秦慧玲郑宇
Owner JINGDONG CITY BEIJING DIGITS TECH CO LTD