Fault prediction method and device in cloud environment
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A fault prediction and cloud environment technology, applied in digital transmission systems, electrical components, transmission systems, etc., to achieve high universality, easy development, and easy maintenance
Inactive Publication Date: 2018-11-02
ZHENGZHOU YUNHAI INFORMATION TECH CO LTD
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However, this kind of alarm method is an after-the-fact alarm, that is, the alarm is issued only after a problem occurs
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Embodiment 1
[0029] The current cloud environment monitoring software mainly has the following problems:
[0030] 1. It only lists various system performance indicators (such as server usage rate, CPU usage rate, memory usage rate, average network packet loss rate, network transmission rate, etc.) one by one, and alarms based on preset thresholds. Although these alarms can reflect system problems, they are all after-the-fact alarms, which greatly delays the best time for users to solve problems.
[0031] 2. The monitoring and alarming of resources can only reflect the problem of a single resource. However, enterprise business generally includes multiple resources, and traditional monitoring software cannot find problems from the overall perspective of the business.
[0032] Aiming at the disadvantages of the above-mentioned cloud environment monitoring software, the inventor of the present application combined with long-term experience in cloud data center operation and maintenance, propo...
Embodiment 2
[0053] This embodiment provides a fault prediction device in a cloud environment, which can implement the method provided in Embodiment 1 above, and the device at least includes the following modules.
[0054] The single-resource fault prediction module monitors each resource in the business separately. When any resource has an alarm (that is, any resource has an abnormal event), based on the preset fault prediction rules, the monitoring data of the resource is analyzed. Analyze and generate fault prediction results containing predicted fault descriptions;
[0055] Wherein, when the single-resource fault prediction module analyzes the monitoring data of a resource, it generally analyzes the monitoring data of the resource within a set period based on a preset fault prediction rule to obtain a fault prediction result.
[0056] However, the fault prediction index of a single resource in the preset fault prediction rule in this embodiment can be adjusted according to system confi...
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Abstract
The invention discloses a fault prediction method and device in a cloud environment and relates to the technology of fault prediction in the field of cloud computing application. The fault predictionmethod in the cloud environment comprises the steps of monitoring various resources in business, after an abnormal event occurs in any resource, analyzing monitoring data of the resource based on a preset fault prediction rule, and generating a fault prediction result comprising predicted fault description; and for a dependence relationship among the resources in the business, integrating the fault prediction results of all resources in the business, and generating comprehensive warning notification and fault prediction information by taking the business as a unit. According to the technical scheme provided by the invention, a dynamically adjustable warning policy is designed; the fault prediction is carried out on the cloud environment by taking the integrated business as a monitoring unit; the method and the device are applicable to various client environments; a user is helped to predict the problem possibly occurring in the future; and the scheme is easy to develop, is easy to expand and is easy to maintain.
Description
technical field [0001] The invention relates to a fault prediction technology in the application field of cloud computing, in particular to a fault prediction scheme in a cloud environment. Background technique [0002] With the development of information technology, cloud computing has gradually become a hot spot in the industry, and the cloud management platforms of major manufacturers at home and abroad have also begun to invest in science, education, culture, health, government, high-performance computing, e-commerce, Internet of Things, etc. Used in many fields. [0003] In a cloud environment, failures of servers, networks, storage or software will have a huge impact on the entire business activities of the enterprise. In order to solve this problem, cloud computing vendors often provide various software and hardware performance indicators of the system to enterprise customers, and issue alarms based on the built-in threshold mechanism. However, this kind of alarming...
Claims
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