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Big data analysis platform apparatus and method based on algorithm configuration and distributed stream computing

A distributed, big data technology, applied in computing, data processing applications, registering/instructing the work of machines, etc., to achieve the effects of high timeliness, high efficiency and powerful functions

Active Publication Date: 2016-05-25
SHANDONG LUNENG SOFTWARE TECH
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  • Abstract
  • Description
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  • 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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  • Big data analysis platform apparatus and method based on algorithm configuration and distributed stream computing
  • Big data analysis platform apparatus and method based on algorithm configuration and distributed stream computing

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Embodiment Construction

[0049] The concrete implementation of the present invention is described in detail below, it is necessary to point out here that the following implementation is only used for further description of the present invention, and can not be interpreted as limiting the protection scope of the present invention. Some non-essential improvements and adjustments 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, the data source acquisition device comprising a monitoring sensor 1, a monitoring data storage 2, and an equipment data storage 3 also includes a data integration unit 4, a time series data storage 5, a calculation unit 6, a wireless terminal 8 and a data service terminal 7, wherein The monitoring data memory 2 is respectively connected with the monitoring sensor 1 and the data integration unit 4, and the data integration un...

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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 in various industries has grown rapidly, the amount of data has become larger and larger, the types have become more and more, and the data structure has become more complex. Traditional databases are not only placed independently for each device, but also require more The large deployment space has disadvantages such as difficult deployment and high cost, and cannot meet the general requirements of users. [0003] Time-series data is time-series data with time tags. Its typical characteristics are fast generation frequency, heavy dependence on collection time, and large amount of information from multiple measurement points. In the power industry, in...

Claims

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Application Information

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IPC IPC(8): G07C3/00G06Q50/06
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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