Method, system, device and medium for fault prediction of data center network equipment

Abstract

The invention discloses a method, system, device and storage medium for fault prediction of network equipment in a data center. The method includes: collecting a predetermined number of groups of historical data of each network equipment, and calculating the historical data to obtain the first benchmark of each network equipment Comprehensive abnormal rate; set the corresponding second benchmark comprehensive abnormal rate according to the importance of each network device; collect current data of network devices, calculate the comprehensive abnormal rate of the current data, and judge whether the comprehensive abnormal rate is greater than the first benchmark comprehensive abnormal rate ; In response to the comprehensive abnormal rate being greater than the first benchmark comprehensive abnormal rate, generate a predicted fault notification and record the current data in the fault record table, and judge whether the comprehensive abnormal rate is greater than the second benchmark comprehensive abnormal rate; and in response to the comprehensive abnormal rate is not If it is greater than the second benchmark comprehensive abnormal rate, replace the current data with a set of data farthest from the current moment in the historical data, and return to recalculate the first benchmark comprehensive abnormal rate.

Description

technical field

[0001] The present invention relates to the field of network equipment, and more particularly, to a method, system, computer equipment and readable medium for fault prediction of network equipment in a data center. Background technique

[0002] There are a large number of network devices such as switches, routers, and firewalls in 5G data centers. Depending on the time of use, environmental factors, etc., the hardware may fail, which will affect the business. At present, an alarm is only issued when a device fails, which often results in data loss. Therefore, it is necessary to find a suitable failure prediction method. SUMMARY OF THE INVENTION

[0003] In view of this, the purpose of the embodiments of the present invention is to propose a method, system, computer equipment and computer-readable storage medium for fault prediction of network equipment in a data center, and obtain a first reference comprehensive abnormality rate by collecting historical da...

Examples

Embodiment Construction

[0018] In order to make the objectives, technical solutions and advantages of the present invention more clearly understood, the embodiments of the present invention will be further described in detail below with reference to the specific embodiments and the accompanying drawings.

[0019] It should be noted that all expressions using "first" and "second" in the embodiments of the present invention are for the purpose of distinguishing two entities with the same name but not the same or non-identical parameters. It can be seen that "first" and "second" It is only for the convenience of expression and should not be construed as a limitation to the embodiments of the present invention, and subsequent embodiments will not describe them one by one.

[0020] Based on the above purpose, in a first aspect of the embodiments of the present invention, an embodiment of a method for predicting faults of network equipment in a data center is provided. figure 1 Shown is a schematic diagram...

technical field

[0001] The present invention relates to the field of network equipment, and more particularly, to a method, system, computer equipment and readable medium for fault prediction of network equipment in a data center. Background technique

[0002] There are a large number of network devices such as switches, routers, and firewalls in 5G data centers. Depending on the time of use, environmental factors, etc., the hardware may fail, which will affect the business. At present, an alarm is only issued when a device fails, which often results in data loss. Therefore, it is necessary to find a suitable failure prediction method. SUMMARY OF THE INVENTION

[0003] In view of this, the purpose of the embodiments of the present invention is to propose a method, system, computer equipment and computer-readable storage medium for fault prediction of network equipment in a data center, and obtain a first reference comprehensive abnormality rate by collecting historical da...

Examples

Embodiment Construction

[0018] In order to make the objectives, technical solutions and advantages of the present invention more clearly understood, the embodiments of the present invention will be further described in detail below with reference to the specific embodiments and the accompanying drawings.

[0019] It should be noted that all expressions using "first" and "second" in the embodiments of the present invention are for the purpose of distinguishing two entities with the same name but not the same or non-identical parameters. It can be seen that "first" and "second" It is only for the convenience of expression and should not be construed as a limitation to the embodiments of the present invention, and subsequent embodiments will not describe them one by one.

[0020] Based on the above purpose, in a first aspect of the embodiments of the present invention, an embodiment of a method for predicting faults of network equipment in a data center is provided. figure 1 Shown is a schematic diagram...

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