A performance optimization result prediction method and device
A prediction method and a technology of a prediction device, which are applied in the Internet field, can solve problems such as low performance optimization efficiency and unsatisfactory effects, and achieve the effect of improving performance optimization effects
Active Publication Date: 2021-02-02
阿里巴巴(中国)网络技术有限公司
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[0003] At present, in the process of optimizing the performance of the entire website, a large number of optimization methods will be used, and each optimization method needs to be implemented on a large number of website pages. The entire performance optimization process will bring super high implementation costs, and The efficiency of performance optimization is low and the effect is not ideal
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[0047] Such as Figure 4 As shown, after performance optimization, the overall access delay time will be shortened, that is, the overall traffic will move in the direction of shorter delay time. If all the delay time is compressed to a fixed value t (for example, 3 seconds), an ideal page conversion rate (for example, 95% of the requests are completed within t=3 seconds) can be obtained. The compression process is a resampling process, assuming that 95% of the requests before performance optimization are completed within α seconds ( image 3 shown), then after compressing the delay time to less than 3 seconds, for the delay interval i, the corresponding page conversion rate can be Indicates the first corresponding to the page conversion rate before performance optimization, for about The positive correlation function of (such as etc.), if not an integer, calculating , you can take the first and the first The average of page conversion rates corresponding to d...
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The invention relates to the technical field of the Internet, particularly relates to a performance optimization result prediction method and device and is used for predicting a website performance optimization result from a user layer. The performance optimization result prediction method provided by the embodiment of the invention comprises the steps of obtaining the request success number and the total request number of page access initiation requests corresponding to each delay interval in a plurality of pre-divided delay intervals before performance optimization is carried out, wherein different delay intervals correspond to different delay duration value ranges; and determining a page conversion rate after the performance optimization is carried out according to the request success number and the total request number of page access initiation requests corresponding to each delay interval in the plurality of pre-divided delay intervals, and the predicted delay duration after the performance optimization is carried out, wherein the page conversion rate is a request success rate.
Description
technical field [0001] The present application relates to the field of Internet technologies, and in particular to a performance optimization result prediction method and device. Background technique [0002] As users rely more and more on online services, continuous optimization of website performance has become an important task for website developers. [0003] At present, in the process of optimizing the performance of the entire website, a large number of optimization methods will be used, and each optimization method needs to be implemented on a large number of website pages. The entire performance optimization process will bring super high implementation costs, and The efficiency of performance optimization is low, and the effect is not ideal. [0004] Therefore, how to use limited human and material resources to optimize the performance of the entire website has become an important issue. Contents of the invention [0005] The embodiments of the present applicatio...
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IPC IPC(8): G06F11/34
Inventor 郭东白李彦超桑植
Owner 阿里巴巴(中国)网络技术有限公司