Monitoring data processing method and device, equipment and storage medium
A processing method and data monitoring technology, applied in the field of data processing, can solve problems such as abnormal equipment, achieve the effect of eliminating hidden troubles and avoiding abnormal operation
Pending Publication Date: 2022-07-29
JD DIGITS HAIYI INFORMATION TECHNOLOGY CO LTD
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[0004] The present disclosure provides a monitoring data processing method, device, equipment, and storage medium, which are used to solve the defects in the prior art that alarm information can only be sent after equipment failures, resulting in equipment abnormalities, and realize the process of early warning before failures occur
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[0025] In order to make the purposes, technical solutions and advantages of the embodiments of the present disclosure clearer, the technical solutions in the embodiments of the present disclosure will be described clearly and completely below with reference to the accompanying drawings in the embodiments of the present disclosure. Obviously, the described embodiments It is a part of the embodiments of the present disclosure, but not all of the embodiments. Based on the embodiments in the embodiments of the present disclosure, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of the embodiments of the present disclosure.
[0026] The monitoring data processing method provided by the present disclosure is implemented by a software algorithm. The software algorithm can be implemented in any processing device, such as a computer, a processor, and the like. The protection scope of the present disclosure is n...
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The invention relates to the technical field of data processing, in particular to a monitoring data processing method and device, equipment and a storage medium. The method comprises the steps that a fault reference curve corresponding to a target measuring point in equipment to be monitored is acquired, a real-time monitoring curve of the target measuring point in the equipment to be monitored is acquired, and the fault reference curve is acquired according to historical fault data of the equipment to be monitored; calculating the similarity between the real-time monitoring curve and the fault reference curve; and when the similarity is greater than a similarity threshold, generating fault early warning information. The method is used for overcoming the defect that in the prior art, alarm information can be sent only after the equipment breaks down, so that the equipment is abnormal, and the process of early warning before the fault occurs is achieved.
Description
technical field [0001] The present disclosure relates to the technical field of data processing, and in particular, to a monitoring data processing method, apparatus, device, and storage medium. Background technique [0002] At present, various electronic devices occupy an important position in people's production and life. For example, a large number of assets and equipment exist in a data center to enable the storage of important data. However, these devices will inevitably fail during the daily operation, such as over-powering of the cabinet, non-working batteries, overloading of the UPS, full-loading of disks, etc. [0003] In the prior art, equipment is generally equipped with a monitoring system, and the monitoring system operates through monitoring equipment such as sensors and measuring points. When the terminal data collected by the monitoring system is abnormal, indicating that the equipment is faulty, an alarm notification will be sent to the operation and maint...
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Login to View More IPC IPC(8): G06F11/30G06F11/32
CPCG06F11/3065G06F11/327
Inventor 肖凯王明聪刘国维周健
Owner JD DIGITS HAIYI INFORMATION TECHNOLOGY CO LTD