Abnormity detection method for CDN, computing device and storage medium
An anomaly detection and anomaly technology, applied in transmission systems, electrical components, etc., can solve problems such as the inability to meet the data volume, the inability to meet the increasing growth, and the inability to guarantee operational stability.
Active Publication Date: 2022-06-24
ALIBABA (CHINA) CO LTD
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Problems solved by technology
[0002] With the increase of service demand, the diversification of data format, the customization of alarm demand and the increase of alarm indicators, the operation development and maintenance costs of big data processing system are getting higher and higher, and the stability of operation cannot be guaranteed.
[0003] The anomaly detection method in the traditional alarm is to store the data first, poll the database regularly and then detect, but this method can no longer meet the continuously growing data volume, and gradually cannot meet the growing demand
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[0018] In order to make the objectives, technical solutions and advantages of the present application clearer, the technical solutions of the present application will be clearly and completely described below with reference to the specific embodiments of the present application and the corresponding drawings. Obviously, the described embodiments are only a part of the embodiments of the present application, but not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present application.
[0019] As can be seen from the above, for multi-source data access and customized alarm requirements, the cost of job development and maintenance is getting higher and higher, and the traditional anomaly detection methods can no longer meet the current needs. These pain points have brought major challenges.
[0020] In view of the...
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The embodiment of the invention provides an anomaly detection method for a CDN (Content Delivery Network), computing equipment and a storage medium. In the embodiment of the invention, to-be-detected data of a preset format of a node in a CDN network is acquired, and the to-be-detected data comprises a plurality of to-be-detected data of different types; acquiring a corresponding target anomaly detection object and corresponding target anomaly detection information from the to-be-detected data according to an anomaly detection object field and a corresponding anomaly detection information field in a preset detection field; and determining whether the target anomaly detection object in the corresponding to-be-detected data is abnormal or not through a preset detection expression according to the obtained target anomaly detection object and the target anomaly detection information. The detection response time can be shortened, and meanwhile anomaly detection meeting the data increase requirement can be achieved.
Description
technical field [0001] The present application relates to the field of data detection, and in particular, to an anomaly detection method, computing device and storage medium for CDNs. Background technique [0002] With the increase of service requirements, the diversification of data formats, the customization of alarm requirements and the growth of alarm indicators, the cost of job development and maintenance of the big data processing system has become higher and higher, and the stability of the job cannot be guaranteed. [0003] The anomaly detection method in the traditional alarm is to put the data into the database first, poll the database regularly and then detect it, but this method can no longer meet the continuously growing data volume, and gradually can not meet the growing demand. SUMMARY OF THE INVENTION [0004] Various aspects of the present application provide an anomaly detection method, computing device, and storage medium for CDNs, which can realize anom...
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IPC IPC(8): H04L41/0266H04L41/0631H04L41/069H04L41/0823H04L41/22H04L43/04H04L43/0823H04L67/10
CPCH04L41/0631H04L41/069H04L41/0266H04L41/0823H04L41/22H04L43/0823H04L43/04H04L67/10
Inventor 黄威涵
Owner ALIBABA (CHINA) CO LTD