Online user number evaluation method and device based on big data, equipment and medium
A technology with the number of users and big data, applied in the direction of data exchange network, digital transmission system, electrical components, etc., can solve the problems of unguaranteed accuracy and low reference, and achieve the effect of improving accuracy
Active Publication Date: 2021-11-19
深圳平安智慧医健科技有限公司
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Problems solved by technology
When making operational decisions, it is necessary to formulate a target value for the number of online users and evaluate whether system resources can meet the target value. Usually, an estimation method is used, for example, based on the average number of concurrent users or the peak number of concurrent users. However, No matter which strategy is adopted, the results obtained are only predictions, which need to be verified by post-event data, the accuracy rate cannot be guaranteed, and the reference value is low in operational decision-making
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[0057] In order to make the object, technical solution and advantages of the present invention clearer, the present invention 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 the present invention, not to limit the present invention.
[0058] It should be noted that although the functional modules are divided in the schematic diagram of the device, and the logical sequence is shown in the flowchart, in some cases, it can be executed in a different order than the module division in the device or the flowchart in the flowchart. steps shown or described. The terms "first", "second" and the like in the specification, claims or the above drawings are used to distinguish similar objects, and not necessarily used to describe a specific order or sequence.
[0059] It should be noted that the technical solutions of the embodiments of the...
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The invention relates to an online user number evaluation method and device based on big data, equipment and a medium. The method comprises the steps: obtaining an access record including an operation record from a system log of a network system; selecting the access time period with the maximum concurrency in the system log as a target sample; obtaining a test parameter according to the operation record in the target sample; performing a pressure test according to the test parameter to obtain a target parameter when the load of the network system reaches the maximum; and obtaining the maximum number of online users according to the target parameters. According to the scheme provided by the embodiment of the invention, the access record of system operation is taken as a data basis, the maximum number of online users is verified in the pressure test process, the obtained maximum number of online users is the actual maximum capacity of the network system, and compared with an estimation method, the method greatly improves the accuracy, and effectively improves the reference value of the maximum number of online users in operation decision making.
Description
technical field [0001] The present invention relates to but not limited to the field of artificial intelligence, and in particular relates to a method, device, equipment and medium for evaluating the number of online users based on big data. Background technique [0002] In the Internet industry, each website needs to evaluate the system capacity, determine the resource consumption of software and hardware according to the system capacity, and use this as a basis to determine resource allocation to meet operational needs at a more reasonable cost. For the Internet industry, the number of online users is an important indicator of system capacity, which directly determines the performance and cost of the website. When making operational decisions, it is necessary to formulate a target value for the number of online users and evaluate whether system resources can meet the target value. Usually, an estimation method is used, for example, based on the average number of concurrent...
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Patent Timeline
Login to View More IPC IPC(8): H04L12/26H04L12/24H04L29/08
CPCH04L43/0805H04L41/0816H04L67/54
Inventor 邹洪伟
Owner 深圳平安智慧医健科技有限公司