Intelligent parameter configuration method and device based on association mining
A parameter configuration method and technology for parameter configuration, applied in program control devices, structured data retrieval, database indexing, etc., can solve problems such as error analysis, lack of structural and semantic information, etc., and achieve the effect of easy analysis
Pending Publication Date: 2022-04-12
NO 15 INST OF CHINA ELECTRONICS TECH GRP
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Problems solved by technology
In order to avoid this defect, some researchers propose to analyze configuration items through configuration files, but compared with programming languages, current configuration files lack rich structural and semantic information, and it is difficult to directly perform complex error analysis.
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[0050] In order to further explain the technical means and functions adopted by the present invention to achieve the intended purpose, the present invention will be described in detail below in conjunction with the accompanying drawings and preferred embodiments.
[0051] The description of the method flow in the description of the present invention and the steps of the flow chart in the drawings of the description of the present invention do not have to be strictly executed according to the step numbers, and the execution order of the method steps can be changed. Moreover, some steps may be omitted, multiple steps may be combined into one step for execution, and / or one step may be decomposed into multiple steps for execution.
[0052] The following explanations to the technical terms involved in the technical solution of the present invention:
[0053] Configuration: The functional or physical attributes that are specified in the technical documentation and ultimately make up...
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The invention provides an intelligent parameter configuration method and device based on association mining. The configuration method comprises the following steps: S100, acquiring a configuration file of a software system, and analyzing the configuration file to obtain a configuration item name and a configuration item value of each configuration item; s200, based on the configuration item value, judging the type of the configuration item through grammar matching and semantic verification; s300, based on the configuration item names, the configuration item values and the configuration item types, mining association relationships among the configuration items; s400, analyzing an association relationship and a constraint relationship among the configuration items, and establishing a configuration constraint template; and S500, performing error detection, cascade updating and value recommendation on the configuration items by utilizing the constraint configuration of the configuration constraint template. According to the method, the association relationship between the configuration items is mined, and the configuration constraint template is constructed according to the configuration item association rule, so that the purpose of intelligent parameter configuration is achieved, and configuration error detection, configuration item cascade updating and configuration item value recommendation can be effectively performed.
Description
technical field [0001] The invention relates to the technical field of software configuration, in particular to an intelligent parameter configuration method and device based on association mining. Background technique [0002] As software systems continue to grow in size and functionality, configuring a software system correctly has become a very complex task, and configuration errors are prone to occur during system configuration. At present, configuration errors have become one of the main causes of system failures, and such failures usually bring serious economic losses, safety hazards, and functional failures. For example, Microsoft's search engine Bing encountered a downtime on the second day after it was released, and this downtime was caused by changes in service configuration caused by Bing's internal testing. At the same time, Facebook has also experienced serious downtime events caused by server configuration changes. In the configuration errors, the errors caus...
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IPC IPC(8): G06F9/445G06F16/2458G06F16/22G06F16/28
Inventor 王菲赵正健王智超麻敏超陆俊杰
Owner NO 15 INST OF CHINA ELECTRONICS TECH GRP