A big data analysis platform device and method based on algorithm configuration and distributed stream computing

A technology of platform device and analysis method, which is applied in computing, data processing application, electrical digital data processing and other directions to achieve the effects of cost saving, long service life and high collection efficiency

Active Publication Date: 2018-03-27
SHANDONG LUNENG SOFTWARE TECH
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0008] However, there is currently no device that combines algorithm configuration and distributed flow computing specifically designed for big data analysis platform devices

Method used

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  • A big data analysis platform device and method based on algorithm configuration and distributed stream computing
  • A big data analysis platform device and method based on algorithm configuration and distributed stream computing

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Embodiment Construction

[0049] The following is a detailed description of the specific implementation of the present invention. It is necessary to point out that the following implementation is only for further description of the present invention, and cannot be understood as a limitation of the protection scope of the present invention. Some non-essential improvements and adjustments made still belong to the protection scope of the present invention.

[0050] The present invention provides a big data analysis device based on distributed time series data service, as attached figure 1 As shown, a data source acquisition device composed of a monitoring sensor 1, a monitoring data memory 2, an equipment data memory 3, and also includes a data integration unit 4, a time series data memory 5, a calculation unit 6, a wireless terminal 8 and a data service terminal 7, wherein The monitoring data memory 2 is connected to the monitoring sensor 1 and the data integration unit 4 respectively. The data integration u...

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Abstract

A big data analysis platform apparatus and method based on algorithm configuration and distributed stream computing platform. The apparatus includes a data source acquisition device, a data integration unit, a time-series data storage, a computing unit, a wireless terminal and data service terminal, which are sequentially connected. The device can quickly, efficiently and timely process vast amounts of real-time data, and ensure high computational efficiency, flexibility and strong scalability, an ensuring secure, stable and efficient operation of the device.

Description

Technical field [0001] The invention relates to the application field of equipment monitoring and analysis, in particular to a big data analysis platform device and method based on algorithm configuration and distributed flow calculation. Background technique [0002] With the rapid development of computer technology, the data of various industries has grown rapidly, the amount of data has become larger and larger, the types have become more and more complex, and the data structure has become more complicated. The traditional database not only places each device independently, but also needs more The large deployment space has shortcomings such as difficult deployment and high cost, which cannot meet the general requirements of users. [0003] Time series data is time series data with time labels. Its typical characteristics are fast generation frequency, heavy dependence on acquisition time, and large amount of information at the measuring points. In the power industry, in order ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F17/30
CPCG06Q50/06G07C3/00
Inventor 丁书耕张建辉孙燕王震丛兴滋杨立涛刘涛
Owner SHANDONG LUNENG SOFTWARE TECH
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