A caching method, device and electronic device for URL resources

Abstract

The invention provides a URL resource cache method, device and electronic equipment. The method includes: based on the HTTP request log sent by the user, filtering out the URL address to be processed according to the filtering rules of the data class to be processed; using a convolutional neural network to regularize the URL address to be processed to obtain URL regularization; The convolutional neural network includes an input layer, a convolutional layer, a pooling layer and a classification layer, and is obtained by training using L1 regularization rules; according to the URL regularization, a cache rule is generated, and the waiting The resource data corresponding to the processed URL address is cached. The method can quickly, simply and accurately obtain the URL regularity, and use the output URL regularity to formulate a caching strategy, so that the process of formulating the caching strategy is more intelligent.

Description

technical field [0001] The present invention relates to the technical field of communications, and more specifically, to a caching method, device and electronic equipment for URL resources. Background technique [0002] URL (Uniform Resource Locator, Uniform Resource Locator) is a method for locating information resources on the Internet. Each content resource on the Internet has a unique URL, and URLs of different resource types have certain rules. Discovering these rules is of great significance for operators' cache operation services, especially for large traffic such as video Business is even more important. At present, the existing technology realizes obtaining different URL addresses through URL address naming rules. This technology is relatively mature, but the regularization expression for extracting multiple URL addresses is still in its infancy. [0003] The prior art is to obtain the domain name to be analyzed first, and for any domain name to be analyzed, obtai...

AI Technical Summary

Problems solved by technology

The URL regular expression obtained by this method has a small scope of application, and different domain names and different cached logs need to re-extract the corresponding URL regular expression, which is inefficient and not conducive to actual application execution.

At the same time, the purpose of obtaining the regular expression of the URL address is to optimize the resource allocation of the cache system. The existing technical solutions only analyze the cache logs, and cannot integrate resources that are not in the cache system but demanded by a large number of users, which limits the resource optimization of the cache system. range

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