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A method, system and storage medium for performing local distributed analysis in real time

A real-time execution and distributed technology, which is applied in the Internet field, can solve problems such as the mismatch between data source data and data processing models, and achieve the effect of improving accuracy and solving mismatches

Active Publication Date: 2021-12-14
TERRA DIGITAL CREATING SCI & TECH (BEIJING) CO LTD
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  • Claims
  • Application Information

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Problems solved by technology

[0004] In view of the technical problems described above, the present invention provides a method, system and storage medium for performing local distributed analysis in real time. The purpose of the invention is to solve the problem of mismatch between data source data and data processing model in a distributed data processing environment

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  • A method, system and storage medium for performing local distributed analysis in real time
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  • A method, system and storage medium for performing local distributed analysis in real time

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Embodiment Construction

[0041] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0042] refer to figure 1 , a method for performing local distributed analysis in real time provided by the present invention, specifically includes the following steps:

[0043] S1. Control and operate the devices in the distributed data processing environment;

[0044] S2. Realize the transformation of data input from satisfying the data model of the equipment in the distributed data processing environment to satisfying the data processing mode...

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Abstract

The invention discloses a method, system and storage medium for performing local distributed analysis in real time. The first step is to control and operate the equipment in the distributed data processing environment. The second step is to realize data input from satisfying distributed data processing The data model of the equipment in the environment is converted to the data processing model in the distributed data processing environment. The third step is to perform distributed computing on the data obtained from the equipment in the distributed data processing environment. The fourth step is to The equipment in the distributed data processing environment dynamically sets the data model, the fifth step, the data model of the equipment in the distributed data processing environment performs self-learning operation, the sixth step, responds to the abnormal situation of data input, the seventh step, A parameter update is performed on a data model of a device in a distributed data processing environment. The invention can solve the problem of mismatch between the data source and the data processing model in the distributed data processing environment and improve the precision of real-time data processing.

Description

technical field [0001] The invention belongs to the technical field of the Internet, and in particular relates to a method, system and storage medium for performing local distributed analysis in real time. Background technique [0002] As the value of information continues to grow, individuals and businesses are constantly looking for suitable ways to process and store information, one of which is to use information processing systems. Information processing systems usually process, store, and transmit information, thereby enabling users to take advantage of the value of information. Due to differences in implementation technology and information processing requirements, different information processing systems are different in the information processed, the way of processing information, the speed of processing, storing, and transmitting information, and the charging standards. An information processing system consists of multiple hardware and software that can process, st...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F9/448G06F16/25
CPCG06F9/4482G06F16/258
Inventor 刘俊伟
Owner TERRA DIGITAL CREATING SCI & TECH (BEIJING) CO LTD