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Data processing method and device, equipment and medium

A data processing and processor technology, applied in the field of data processing, can solve the problems of low quantile calculation efficiency, etc., and achieve the effect of reducing data volume, improving efficiency, and improving calculation efficiency

Pending Publication Date: 2021-08-24
ALIBABA GRP HLDG LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] Embodiments of the present invention provide a data processing method, device, equipment, and medium, which can solve the problem of low efficiency in quantile calculations in related technical fields

Method used

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  • Data processing method and device, equipment and medium
  • Data processing method and device, equipment and medium
  • Data processing method and device, equipment and medium

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Embodiment Construction

[0026] The characteristics and exemplary embodiments of various aspects of the present invention will be described in detail below. In order to make the purpose, technical solutions and advantages of the present invention more clear, 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 configured to explain the present invention, not to limit the present invention. It will be apparent to one skilled in the art that the present invention may be practiced without some of these specific details. The following description of the embodiments is only to provide a better understanding of the present invention by showing examples of the present invention.

[0027] It should be noted that in this article, relational terms such as target and second are only used to distinguish one entity or operation from another entity or operation, and...

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Abstract

The invention discloses a data processing method and device, equipment and a medium. The method comprises the steps of obtaining an aggregation result corresponding to each server in at least two servers, wherein the aggregation result corresponding to the server is determined after the server aggregates multiple pieces of target data of the server within a preset time period based on a preset aggregation condition and multiple numerical intervals; based on a preset merging condition, merging the aggregation results of the at least two servers to obtain at least one merging result; and performing quantile statistics on each combination result in the at least one combination result to obtain a quantile corresponding to each combination result. According to the embodiment of the invention, the calculation efficiency of quantiles in a big data distributed application scene can be improved.

Description

technical field [0001] The present invention relates to the field of data processing, in particular to a data processing method, device, equipment and medium. Background technique [0002] With the rapid development of Internet technology and the continuous increase of the amount of data information on the Internet, people's dependence on the Internet has continued to increase, resulting in a rapid increase in data access traffic to the Internet. In order to meet different needs such as the needs of users or the normal operation of servers, it is necessary to perform statistical analysis on the data on the servers used in the Internet. [0003] For example, a large amount of user log data may be analyzed and processed to collect statistics on server performance parameters (eg, delay time of user request data) to monitor server performance. For another example, the user's log data may be analyzed and processed to collect statistics on the user's access information, such as p...

Claims

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Application Information

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IPC IPC(8): G06F11/34
CPCG06F11/3452
Inventor 戎烈烽孙建耀闫卫斌
Owner ALIBABA GRP HLDG LTD
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