Model management method for distributed application scene

Abstract

A distributed application scene-oriented model management method comprises the following steps of: 1, initiating a model access appeal by a user, and submitting the model access appeal to a model management platform; step 2, the model management platform performs legality authentication according to the access account, including whether the access authority and the model authorization are within the authorization validity period range; 3, deploying a plurality of model service instances at a plurality of nodes respectively, performing service online state detection during calling, and performing load balancing processing on a plurality of model access requests at the same time; and 4, performing model calculation according to the access request and returning a calculation result. The invention aims to provide the professional model management platform and method related to the intelligent drainage basin, which are high in universality and can be flexibly configured and managed.

Description

technical field [0001] The invention belongs to the technical field of computer model management, in particular to a model management technology oriented to distributed application scenarios. Background technique [0002] With the rapid development of computer information technology and network technology, the human economy and society have stepped into the information age, and a series of advanced technological concepts such as digital earth, smart earth, and smart city have emerged one after another. Intelligent management has also become the general trend. With the development of society and the further improvement of management requirements, the situation and tasks undertaken by river basin hub management have also undergone great changes. The operation management has been transformed into the operation management of cascade hub projects. With the further expansion of watershed management scope and the further increase of management responsibilities, it is urgent to im...

AI Technical Summary

Problems solved by technology

However, due to limited technical conditions, the model development failed to consider the issue of standardization, which affected the further expansion of the application scope and its positive role; at the same time, there was a lack of unified management methods, and most of the original model software was developed using the CS architecture. Due to the high concurrency and high availability requirements brought about by further expansion, the system needs to adopt a BS architecture based on the cloud platform, which can be distributed elastically. In addition, because the original model was developed separately by multiple development teams in different periods, programming languages ​​including python, JAVA, C++, Visual Basic, FORTRAN, etc. need to achieve cross-language model integration

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