Industrial big data computing architecture based on PaaS platform

Abstract

The invention discloses industrial big data computing architecture based on a PaaS platform. The industrial big data computing architecture sequentially comprises an interface layer, a data service layer and a data support layer from top to bottom, wherein the data service layer is connected with a real-time data layer and a historical data layer; the data support layer is connected with an information management layer and a cluster management layer; the interface layer is used for providing an external interface service; the data service layer is used for providing a data application service;the data support layer is used for providing a PaaS cloud platform layer based on a Docker container and allocating data service resources needed for storing a Hana hot database and a HBase cold database by monitoring the load condition of the cluster; the information management layer is used for managing various resource configuration information and databases of the data support layer and managing a database read-write service of the data support layer through a Hana database management tool and a HBase database management tool; and the cluster management layer is used for managing supportand resource scheduling of the data support layer.

Description

technical field [0001] The invention relates to the fields of industrial equipment and software development, in particular to an industrial big data computing architecture based on a PAAS platform. Background technique [0002] With the development of electronic technology and information technology, the production of industrial equipment tends to be large-scale, complex, high-speed and automatic. The scale and performance of the industrial equipment system have also increased, and the coupling between the various components of the system has become tighter. The industrial production flow has become increasingly complex. The complexity of the equipment itself and the production process has made the types of production data diverse. People manage The ability to analyze and analyze data needs to be improved urgently, which puts forward higher requirements for industrial production management methods. [0003] The industrial big data computing platform based on the PAAS platfo...

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to overcome the data and service problems existing in the production of existing industrial equipment, and propose an industrial big data computing architecture based on the PaaS platform, which can effectively solve

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