A mathematical model service system and a mathematical model management method based on cloud computing

A mathematical model and model management technology, applied in the transmission system, electrical components, etc., can solve the problems of high professional requirements for developers and difficult integration of mathematical models, and achieve a good universal effect

Active Publication Date: 2018-12-25
浙江贵仁信息科技股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The embodiment of the present invention provides a cloud computing-based mathematical model service system and mathematical model management method to solve the problems existing in the prior art that the integration of different mathematical models is difficult and requires high professionalism of developers

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  • A mathematical model service system and a mathematical model management method based on cloud computing
  • A mathematical model service system and a mathematical model management method based on cloud computing
  • A mathematical model service system and a mathematical model management method based on cloud computing

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Embodiment 1

[0027] refer to figure 1 , showing a structural block diagram of a cloud computing mathematical model service system according to Embodiment 1 of the present invention.

[0028] Virtualization refers to providing users with a complete virtual machine at the virtual layer, including a complete system image including the kernel. CPU virtualization technology can provide each user with an exclusive and isolated system environment from other users, and the virtualization layer can allocate virtualized CPU, memory and IO device resources for each user.

[0029] Virtualized containers provide an isolated running space for applications. Each container contains an exclusive complete user environment space, and changes in one container will not affect the running environment of other containers. In order to achieve this effect, virtualized container technology uses a series of system-level mechanisms such as the use of Linux namespaces for space isolation, the mount point of the file ...

Embodiment 2

[0046] refer to figure 2 , showing a flow chart of steps of a cloud computing-based mathematical model management method according to Embodiment 2 of the present invention.

[0047] The cloud computing-based mathematical model management method according to the embodiment of the present invention includes the following steps:

[0048] Step 201: Receive a model invocation request sent by the model application system through the unified model management and invocation interface.

[0049] In the embodiment of the present invention, the mathematical model in the cloud computing-based mathematical model service system is used as an example for description.

[0050] The unified model management and invocation interface is an external unified interface provided by the cloud computing-based mathematical model service system. The model application system can send a mathematical model calling request to the service system through this interface.

[0051] Step 202: Determine the firs...

Embodiment 3

[0058] refer to image 3 , showing a flow chart of steps of a cloud computing-based mathematical model management method according to Embodiment 3 of the present invention.

[0059] The cloud computing-based mathematical model management method according to the embodiment of the present invention specifically includes the following steps:

[0060] Step 301: Receive the mathematical model uploaded by the mathematical model provider.

[0061] Model metadata is a data file that describes specific information about a mathematical model. Mathematical models include model metadata as well as model-dependent software components.

[0062] Step 302: Generate a model adapter according to the model type, model shape, and model calling method of the mathematical model, and package the mathematical model through the model adapter.

[0063] Model type refers to the classification of mathematical models, such as hydrological models, hydrodynamic models, statistical models, etc. Model mor...

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Abstract

The embodiment of the invention provides a mathematical model service system and a method based on cloud computing. The system includes: a model container is used for storing mathematical models packaged by a model adapter; a model container is used for storing mathematical models packaged by a model adapter. The model adapter is used to start the mathematical model and input the data into the mathematical model to obtain the calculation results. The unified model management and invocation interface is the unified access interface provided by the mathematical model service system based on cloud computing. The model management module is used to manage the data model in each model container. The model scheduling module is used for determining a first model container matched with the requestaccording to the mathematical model invocation request received by the unified model management and invocation interface, and deploying the first model container to the cloud server. The system modelprovider can deploy the mathematical model in a unified environment without changing the model or a small number of models, and the integration of the mathematical model and the publishing platform iseasy to operate.

Description

technical field [0001] The invention relates to the technical field of mathematical model management, in particular to a cloud computing-based mathematical model service system and a mathematical model management method. Background technique [0002] Mathematical model is a scientific or engineering model constructed using mathematical logic methods and mathematical language. It is a science that combines mathematical theory with practical problems. It boils down practical problems to corresponding mathematical problems, and uses mathematical concepts, methods and theories to conduct in-depth analysis and research on this basis, so as to characterize practical problems from a qualitative or quantitative perspective and provide accurate solutions for practical problems. data or reliable guidance. [0003] The water conservancy industry has developed for many years, and there are many mature mathematical models. These mathematical models are scattered in the hands of differe...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L29/08H04L29/06
CPCH04L67/06H04L67/1008H04L67/1031H04L67/1001H04L67/51H04L67/60H04L67/133
Inventor 罗源桂发二
Owner 浙江贵仁信息科技股份有限公司
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