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A data access speculation method, device, storage medium and electronic device

A data access and data technology, applied in other database retrieval, other database query, special data processing applications, etc., can solve the problems of large amount of access data and low prediction efficiency of machine learning models, so as to reduce the amount of data processing and improve the model Build Efficiency and Effects on Forecast Efficiency

Active Publication Date: 2022-07-22
SHENZHEN UNIV
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Problems solved by technology

[0004] In view of this, the embodiment of the present invention provides a data access inference method, device, storage medium and electronic equipment to solve the technical problem in the prior art that the large amount of inferred access data leads to low prediction efficiency of machine learning models

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  • A data access speculation method, device, storage medium and electronic device
  • A data access speculation method, device, storage medium and electronic device
  • A data access speculation method, device, storage medium and electronic device

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Embodiment Construction

[0026] In order to make the purposes, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments These are some embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative efforts shall fall within the protection scope of the present invention.

[0027] The embodiment of the present invention provides a method for constructing a data access speculation model, such as figure 1 As shown, the method includes the following steps:

[0028] Step S101: Obtain the data number of the data to be accessed. Specifically, in computer data storage, the computer assigns a unique number to the data...

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Abstract

The invention discloses a data access estimation method, device, storage medium and electronic equipment. The method includes: when performing number estimation of data to be accessed, acquiring the data number of the data to be accessed and the current system for storing historical access data The first range interval of the data number to be accessed and the second range interval of the data number of the data to be accessed; determine the target range interval corresponding to the data number of the data to be accessed according to the first range interval and the second range interval; use the pre-obtained data access The inference model performs inference within the target range to obtain an inferred label; according to the association relationship between the inferred label and the pre-established different data numbers and corresponding labels, the data number of the data to be accessed is obtained. The method reduces the guessing range of the number of data to be accessed, and improves the efficiency of data access prediction.

Description

technical field [0001] The present invention relates to the technical field of speculative access data, in particular to a data access speculative method, device, storage medium and electronic device. Background technique [0002] With the rapid development of computer science and technology, the scale of the network increases exponentially with the number of users. During the process of computer data storage, the computer assigns a unique data number to the stored data, which is used to represent the data address where the data is accessed. , when a user's data access request is received, the data in the corresponding data address can be found through the data number. In order to speed up the user's access speed, the computer needs to guess in advance the data number that the program will access. [0003] At present, in order to improve the accuracy and efficiency of data number estimation results, machine learning technology is used in the prior art to quickly establish a...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/903G06N20/00
CPCG06N20/00G06F16/903
Inventor 王毅王玉巧陈家贤马晨琳周池毛睿
Owner SHENZHEN UNIV
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