Smart city embedded big data visualization engine cluster based on video cloud platform

Abstract

The invention relates to a smart city embedded big data visualization engine cluster based on a video cloud platform. The engine cluster comprises a big data preprocessing engine, an industry flow feature extraction engine, an event flow feature extraction engine, a tool library optimization engine, a big data visualization deep learning and decision engine and a big data visualization drive engine, wherein the big data preprocessing engine is used for obtaining a big data visualization representation request and calling to-be-represented big data from a big data storage pool; the industry flow feature extraction engine is used for conducting industry flow feature extraction on the to-be-represented big data to obtain industry flow features of the to-be-represented big data; the event flow feature extraction engine is used for conducting event flow feature extraction on the to-be-represented big data to obtain event flow features of the to-be-represented big data; the tool library optimization engine is used for optimization of tool sets from a tool library; the big data visualization deep learning and decision engine is used for making a decision according to the obtained industry flow features, the obtained event flow features and the optimized tool sets to obtain a decision result; the big data visualization drive engine is used for transmitting the decision result to a large-size screen display driving system so that the decision result can be represented. The visualization level of big data is improved.

Description

technical field [0001] The invention relates to the field of network applications, in particular to a smart city embedded big data visualization engine cluster and a method thereof based on a video cloud platform. Background technique [0002] At present, massive amounts of data are being generated all the time, and how to collect, refine and use these data is a difficult problem. Traditional data visualization is to represent each data in the database as a single image element, a large number of data sets constitute a data image, and at the same time represent each attribute value of the data in the form of multi-dimensional data, which can be observed from different dimensions. For deeper observation and analysis. [0003] Data visualization mainly uses graphical means to convey and communicate information clearly and effectively, but it is just a different way of presenting data. However, big data visualization has a huge amount of data, a wide variety, and low value de...

AI Technical Summary

Problems solved by technology

[0004] Based on this, it is necessary to address the problem that traditional data visualization methods cannot process big data, and provide a smart city embedded big data visualization engine cluster and its method based on video cloud platform, which can process big data and improve Big data visualization level

Images