Cloud platform log burst detection method, device and equipment, and storage medium
A detection method and detection device technology, applied in the direction of error detection/correction, instrumentation, calculation, etc., can solve problems such as difficult to find quality hidden dangers, interfere with the judgment of operation and maintenance personnel, and false alarms, etc., to achieve reliable design principles and highlight substantive features , the effect of simple structure
Pending Publication Date: 2022-03-04
INSPUR SUZHOU INTELLIGENT TECH CO LTD
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However, in the actual application process, it is found that the threshold alarm of the log depends on the data such as the platform scale and the number of businesses, and it is difficult to set
If the threshold is set too high, alarms will be missed, and quality risks are difficult to find; if the threshold is set too low, false alarms will be generated, which will interfere with the judgment of operation and maintenance personnel
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[0052] In order to enable those skilled in the art to better understand the technical solutions in the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described The embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.
[0053]The present invention proposes a detection method for cloud platform log surge scenarios based on on-site operation and maintenance requirements. The main idea is as follows: the disk usage or number of logs does not generate an alarm based on the threshold, but some variables in the log are extracted and aggregated into indicator...
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The invention belongs to the technical field of log storage management, and particularly provides a cloud platform log burst detection method and device, equipment and a storage medium, and the method comprises the following steps: extracting logs according to hour granularity for storage, and generating time sequence data of the number of logs per unit hour; reading the time sequence data of the first threshold number of days, and judging whether the read time sequence data is complete or not; when the read time sequence data is complete, processing and detecting the number of logs, and when it is judged that the logs are suddenly increased, storing a judgment result into a message queue; and subscribing to a log burst detection theme of the message queue, and generating an alarm notification when data is generated in the theme. According to the method, logs are extracted according to hour granularity, time sequence data of the number of the logs are generated, and then whether the logs are suddenly increased or not is judged by adopting a time sequence data log number detection method. And the accuracy and the real-time performance of detection are improved.
Description
technical field [0001] The present invention relates to the technical field of log storage management, in particular to a method, device, equipment, and storage medium for detecting sudden increase of logs on a cloud platform. Background technique [0002] As OpenStack becomes more mature and its business expands, the types and volume of log data are increasing, and there are more and more types of logs, including modules, systems, and platform services. The operation and maintenance of the system has brought great difficulties. During the use of the cloud platform, there may be a component failure or operating system failure that will cause a surge in logs and cause the log disk to be full, thereby affecting the operation of the system. [0003] The traditional cloud platform adopts a threshold-based disk monitoring method, that is, the operation and maintenance personnel set the alarm threshold based on experience, and when the monitoring data reaches this threshold, an a...
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IPC IPC(8): G06F11/34
CPCG06F11/3476G06F11/3452Y02D10/00
Inventor 逄立业
Owner INSPUR SUZHOU INTELLIGENT TECH CO LTD