Internet service alarm method and device based on confidence interval
An Internet business and confidence interval technology, applied in transmission systems, electrical components, etc., can solve the problems of low alarm accuracy, low alarm recall rate, and prone to false alarms, and achieve the effect of accurate alarms
Active Publication Date: 2022-04-05
SHANGHAI YOUYANG XINMEI INFORMATION TECH CO LTD
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Problems solved by technology
If the existing fixed threshold method is used, if the threshold range is set wider, problems such as false positives and low recall rate of the alarm will easily occur; problems such as low accuracy
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[0029] The application 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.
[0030] It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other. The present application will be described in detail below with reference to the accompanying drawings and embodiments.
[0031] figure 1 It shows an exemplary system architecture 100 that can be applied to the embodiment of the confidence interval-based Internet service alerting method or the confidence interval-based Internet service alerting device of the present application.
[0032] Such ...
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The application discloses a method and device for Internet service alarm based on a confidence interval. A specific implementation of the method includes: acquiring Internet service data information in the current period, the Internet service data information including Internet service volume information, Internet service type information and time feature information; based on the Internet service type information and time feature information, determining and An alarm model for matching Internet service data information in the current period; judging whether the Internet service volume indicated by the Internet service volume information meets at least one preset condition; if not, generating alarm information; wherein the preset conditions include: Internet service volume The Internet traffic indicated by the information is within the confidence interval of the alarm model corresponding to the Internet traffic information. In this embodiment, targeted alarm models and alarm trigger conditions are set for Internet services with different time periods and different time characteristics, so that the alarm is more accurate.
Description
technical field [0001] The present application relates to the field of computer technology, in particular to the field of Internet technology, and in particular to a confidence interval-based Internet service alarm method and device. Background technique [0002] Due to network, program problems, misoperation and other reasons, the Internet system sometimes has system abnormalities. While improving the stability of the system, real-time monitoring of the Internet system can be carried out, and abnormal situations can be alarmed in time, so as to improve the fault response speed and reduce the fault loss. [0003] In the prior art, when monitoring and alarming the Internet system, a fixed threshold is usually set for the Internet traffic. For example, for the Internet business of "payment", generally speaking, the business volume of the payment business is a continuous change process in a day, generally high at noon and evening, and relatively low in the morning, afternoon a...
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IPC IPC(8): H04L41/06H04L41/0604
CPCH04L41/06H04L41/0613
Inventor 李海洪黄俊罗丽丽冯刚
Owner SHANGHAI YOUYANG XINMEI INFORMATION TECH CO LTD