Mathematical model service system based on cloud computing

Abstract

The invention relates to the technical field of mathematical model service, and discloses a mathematical model service system based on cloud computing, which comprises a mathematical model service system, and the mathematical model service system comprises a big data module, a digital model matching module, a transmission module and a system management module. The big data module is in data connection with the transmission module through the digital model matching module; the big data module comprises a cloud big data server, and the digital model matching module comprises a mathematical model adapter and a mathematical model detector. According to the mathematical model service system based on cloud computing, through cooperation of the big data module and the digital model matching module, a mathematical model suitable for a user is searched by using a mathematical model adapter, and an improved and optimized mathematical model of the user is detected by using a mathematical model detector; the diversity of mathematical models in the mathematical model service system is improved conveniently, and the service quality and efficiency of the mathematical model service system are improved.

Description

Technical Field

[0001] The present invention relates to the technical field of mathematical model services, and specifically to a mathematical model service system based on cloud computing. Background Art

[0002] A 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 reduces real-world problems to corresponding mathematical problems, and on this basis, uses mathematical concepts, methods, and theories for in-depth analysis and research, so as to describe practical problems from a qualitative or quantitative perspective and provide accurate data or reliable guidance for solving real-world problems. A service platform system is needed to serve users to obtain mathematical models.

[0003] According to the publication number CN109088905A, a mathematical model service system and method based on cloud computing are disclosed. The system includes: a model container for storing a mathematical model wrapped by a model adapter; a model adapter for starting the mathematical model and inputting data into the mathematical model to obtain calculation results; a unified model management and call interface, which is a unified access interface provided by the mathematical model service system based on cloud computing to the outside.

[0004] Adopting the above technical solution, through this system, the model provider can deploy the mathematical model in a unified environment with little or no modification to the model, and the integration operation of the mathematical model and the publishing platform is convenient. However, in the above technical solution, since this mathematical model service system can only provide users with some mathematical models existing in the cloud server terminal, and the users further use and improve this mathematical model, and this mathematical model service system cannot conveniently transmit the optimized mathematical model to the cloud server terminal, so the mathematical model in the cloud server terminal cannot be improved in time, which affects the service quality and efficiency of this mathematical model service system, and further reduces the usability of this mathematical model service system. Summary of the Invention

[0005] The purpose of the present invention is to provide a mathematical model service system based on cloud computing to solve the problems raised in the above background art.

[0006] To solve the above technical problems, the present invention provides the following technical solution: A mathematical model service system based on cloud computing, including a mathematical model service system. The mathematical model service system includes a big data module, a digital model matching module, a transmission module, and a system management module. The big data module is data-connected to the transmission module through the digital model matching module;

[0007] The big data module includes a cloud big data server. The digital model matching module includes a mathematical model adapter and a mathematical model detector. Both the mathematical model adapter and the mathematical model detector are connected to the cloud big data server for data through wires.

[0008] The transmission module includes a mathematical model service platform and hardware devices. The mathematical model adapter and the mathematical model detector are arranged inside the mathematical model service platform. The hardware devices log in to the mathematical model service platform through the network. The cloud big data server transmits data to the hardware devices through the mathematical model adapter, and the hardware devices transmit data to the cloud big data server through the mathematical model detector.

[0009] Preferably, the system management module includes a mathematical model management unit and a platform management unit, which facilitate the management of the mathematical model service system based on the mathematical model management unit and the platform management unit.

[0010] The mathematical model management unit can specifically manage all mathematical modules in the mathematical model service system, while the platform management unit can specifically manage user information and the access of mathematical model files in the mathematical model service system.

[0011] Preferably, the mathematical model management unit includes model maintenance, model upload, model review, scheduling configuration, and calculation configuration, which facilitate the management of the mathematical models in the mathematical model service platform based on the model maintenance, model upload, model review, scheduling configuration, and calculation configuration.

[0012] The mathematical model management unit manages the mathematical model data to reduce data loss.

[0013] Preferably, based on the mathematical model detector, it is convenient to implement the management of model maintenance, model upload, and model review of the mathematical model.

[0014] The mathematical model detector detects the mathematical model data in the mathematical model service platform, thereby facilitating the management of model maintenance, model upload, and model review of the mathematical model.

[0015] Preferably, based on the mathematical model adapter, it is convenient to implement the management of scheduling configuration and calculation configuration of the mathematical model.

[0016] The mathematical model adapter cooperates with the mathematical model data in the mathematical model service platform, and can complete the management of scheduling configuration and calculation configuration of the mathematical model.

[0017] Preferably, the platform management unit includes user review, user maintenance, model authorization, platform users, file management, and log management, which facilitate the management of the mathematical model service platform based on the user review, user maintenance, model authorization, platform users, file management, and log management.

[0018] The platform management unit facilitates the management of multiple aspects of the mathematical model service platform, enabling the more secure provision of mathematical model services to users.

[0019] Preferably, based on the user review, user maintenance, model authorization, and platform users, the users who log in to the mathematical model service platform through hardware devices can be managed.

[0020] Through user review, the information of users can be audited, and with the use of user maintenance, model authorization, and platform users, it is convenient to manage all users of the mathematical model service platform.

[0021] Preferably, based on the file management and log management, it is convenient to manage the files and flowing file data within the mathematical model service platform.

[0022] By managing and cleaning the files of the mathematical model service platform and using log management to clean the flowing file data within the mathematical model service platform, the usage fluency of the mathematical model service platform is improved.

[0023] Preferably, based on the cloud big data server, three service models, namely software - as - a - service, platform - as - a - service, and infrastructure - as - a - service, are provided, and the software - as - a - service, platform - as - a - service, and infrastructure - as - a - service are provided to the mathematical models of the mathematical model service platform.

[0024] Through the software - as - a - service, platform - as - a - service, and infrastructure - as - a - service provided by the cloud big data server, it is convenient to provide appropriate services to users, enabling users to use mathematical models on the mathematical model service platform.

[0025] Preferably, the mathematical model service platform provides a platform for users to obtain mathematical models, and the mathematical modeling process within the mathematical model service platform includes model preparation, model hypothesis, model establishment, model solution, model analysis, and model verification.

[0026] The mathematical model service platform can provide a modeling platform for users, enabling the use of mathematical models on the mathematical model service platform through processes such as model preparation, model hypothesis, model establishment, model solution, model analysis, and model verification.

[0027] Compared with the prior art, the beneficial effects achieved by the present invention are:

[0028] First, through the cooperation of the big data module and the digital model matching module, the present invention can utilize the cloud big data server of the big data module to store a large number of mathematical models. By using the mathematical model adapter and the mathematical model detector of the digital model matching module, the mathematical model requirements input by the user can be searched in the cloud big data server through the mathematical model adapter, so as to find a suitable mathematical model for the user. By using the mathematical model detector, the mathematical model improved and optimized by the user can be detected, and the mathematical model is compared with the data in the cloud big data server to determine whether the mathematical model has been improved and optimized, thus facilitating the improvement of the diversity of the mathematical models in the mathematical model service system and playing a role in improving the service quality and efficiency of the mathematical model service system.

[0029] Second, through the cooperation of the transmission module and the system management module, the present invention can utilize the mathematical model service platform and the hardware device of the transmission module to build a mathematical model data flow platform by using the mathematical model service platform, so as to conveniently provide the user with an appropriate data model communication opportunity. The user logs in to the mathematical model service platform by inputting the user number and password through the hardware device, so as to conveniently use the mathematical model service system. Then, the system management module is used to conveniently manage the mathematical model service system in the mathematical model service platform, thus further improving the usability of the mathematical model service system and playing a role in further improving the service quality and efficiency of the mathematical model service system. BRIEF DESCRIPTION OF THE DRAWINGS

[0030] Figure 1 It is a system module diagram of the mathematical model service platform of the present invention;

[0031] Figure 2 It is a system module diagram of the mathematical model service system of the present invention;

[0032] Figure 3 It is a system module diagram of the mathematical model management unit of the present invention;

[0033] Figure 4 It is a system module diagram of the platform management unit of the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0034] Next, the technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0035] Embodiment 1

[0036] Please refer to Figures 1-4 , including a mathematical model service system. The mathematical model service system includes a big data module, a digital model matching module, a transmission module, and a system management module. The big data module is data-connected to the transmission module through the digital model matching module. By setting up the mathematical model service system, it is possible to form the mathematical model service system using the data module, the digital model matching module, the transmission module, and the system management module, thereby facilitating the provision of services for users' mathematical models. The mathematical model can be further used and improved by users, and the mathematical model service system can conveniently transmit the optimized mathematical model to the cloud server terminal, thus enabling the timely improvement of the mathematical model in the cloud server terminal and enhancing the service quality and efficiency of the mathematical model service system.

[0037] The system management module includes a mathematical model management unit and a platform management unit. Based on the mathematical model management unit and the platform management unit, it is convenient to manage the mathematical model service system. The mathematical model management unit can specifically manage all mathematical modules in the mathematical model service system, while the platform management unit can specifically manage the user information and the entry and exit of mathematical model files in the mathematical model service system.

[0038] The mathematical model management unit includes model maintenance, model upload, model review, scheduling configuration, and calculation configuration. Based on model maintenance, model upload, model review, scheduling configuration, and calculation configuration, it is convenient to manage the mathematical models in the mathematical model service platform. Using the mathematical model management unit to manage the mathematical model data can reduce data loss.

[0039] Based on the mathematical model detector, it is convenient to implement the management of model maintenance, model upload, and model review of the mathematical model. By detecting the mathematical model data in the mathematical model service platform through the mathematical model detector, it is convenient to manage model maintenance, model upload, and model review of the mathematical model.

[0040] Based on the mathematical model adapter, it is convenient to implement the management of scheduling configuration and calculation configuration of the mathematical model. By coordinating the mathematical model data in the mathematical model service platform through the mathematical model adapter, it is possible to complete the management of scheduling configuration and calculation configuration of the mathematical model.

[0041] The specific implementation of this embodiment is as follows: When in use, when the user needs to obtain a mathematical model using this cloud computing-based mathematical model service system, the mathematical model service system can first be composed of a data module, a digital model matching module, a transmission module, and a system management module, so as to conveniently provide the user with the service of the mathematical model. The user can further use and improve the mathematical model, and the mathematical model service system can conveniently transmit the optimized mathematical model to the cloud server terminal, so as to timely improve the mathematical model in the cloud server terminal. The mathematical model management unit can specifically manage all mathematical modules in the mathematical model service system, and the platform management unit can specifically manage the user information and the access of mathematical model files in the mathematical model service system. The mathematical model management unit manages the mathematical model data to reduce data loss. The mathematical model detector detects the mathematical model data in the mathematical model service platform, so as to conveniently manage the model maintenance, model upload, and model review of the mathematical model. The mathematical model adapter coordinates the mathematical model data in the mathematical model service platform, and can complete the management of the scheduling configuration and calculation configuration of the mathematical model.

[0042] Embodiment 2

[0043] Please refer to Figures 1-4 , the big data module includes a cloud big data server, the digital model matching module includes a mathematical model adapter and a mathematical model detector. Both the mathematical model adapter and the mathematical model detector are data-connected to the cloud big data server through wires. By setting the cooperation of the big data module and the digital model matching module, the cloud big data server of the big data module can store a large number of mathematical models, and using the mathematical model adapter and the mathematical model detector of the digital model matching module, the mathematical model adapter can search for the mathematical model requirements input by the user in the cloud big data server, so as to find a mathematical model suitable for the user. Using the mathematical model detector, the mathematical model improved and optimized by the user can be detected, and the mathematical model is compared with the data in the cloud big data server to determine whether the mathematical model is improved and optimized, so as to conveniently increase the diversity of the mathematical models in the mathematical model service system, and play a role in improving the service quality and efficiency of the mathematical model service system.

[0044] The platform management unit includes user review, user maintenance, model authorization, platform users, file management, and log management. Based on user review, user maintenance, model authorization, platform users, file management, and log management, it is convenient to manage the mathematical model service platform. Through the platform management unit, it is convenient to manage multiple aspects of the mathematical model service platform, so as to provide the mathematical model service to users more securely.

[0045] Based on user review, user maintenance, model authorization, and platform users, it is possible to manage users who log in to the mathematical model service platform through hardware devices. Through user review, the information of users can be audited, and with user maintenance, model authorization, and platform users, it is convenient to manage all users of the mathematical model service platform.

[0046] Based on file management and log management, it is convenient to manage the files and flowing file data within the mathematical model service platform. By managing and cleaning the files of the mathematical model service platform and using log management to clean the flowing file data within the mathematical model service platform, the smoothness of using the mathematical model service platform can be improved.

[0047] The specific implementation of this embodiment is as follows: When in use, when a user needs to obtain a mathematical model using the cloud computing-based mathematical model service system, first, the cloud big data server of the big data module stores a large number of mathematical models. Using the mathematical model adapter and mathematical model detector of the digital model matching module, the mathematical model requirements input by the user can be searched in the cloud big data server using the mathematical model adapter, so as to find a suitable mathematical model for the user. Using the mathematical model detector, the mathematical model improved and optimized by the user can be detected, and the mathematical model is compared with the data in the cloud big data server to determine whether the mathematical model has been improved and optimized, thus facilitating the improvement of the diversity of mathematical models within the mathematical model service system. Through the platform management unit, it is convenient to manage multiple aspects of the mathematical model service platform, so as to provide mathematical model services to users more securely. Through user review, the information of users can be audited, and with user maintenance, model authorization, and platform users, it is convenient to manage all users of the mathematical model service platform. By managing and cleaning the files of the mathematical model service platform and using log management to clean the flowing file data within the mathematical model service platform, the smoothness of using the mathematical model service platform can be improved.

[0048] Embodiment Three

[0049] Please refer to Figures 1-4, the transmission module includes a mathematical model service platform and hardware devices. The mathematical model adapter and the mathematical model detector are set inside the mathematical model service platform. The hardware devices log in to the mathematical model service platform through the network. The cloud big data server transmits data to the hardware devices through the mathematical model adapter, and the hardware devices transmit data to the cloud big data server through the mathematical model detector. By setting the cooperation between the transmission module and the system management module, the mathematical model service platform and hardware devices of the transmission module can be utilized to build a mathematical model data flow platform using the mathematical model service platform, so as to conveniently provide users with appropriate data model communication opportunities. The users can log in to the mathematical model service platform by inputting the user number and password using the hardware devices, thus being able to conveniently use the mathematical model service system. Then, the system management module can be used to conveniently manage the mathematical model service system within the mathematical model service platform, thereby further improving the usability of the mathematical model service system and playing a role in further improving the service quality and efficiency of the mathematical model service system.

[0050] Based on the cloud big data server providing three service models: software as a service, platform as a service, and infrastructure as a service, the mathematical models provided by software as a service, platform as a service, and infrastructure as a service to the mathematical model service platform can conveniently provide appropriate services to users, so that users can use the mathematical models on the mathematical model service platform.

[0051] Based on the mathematical model service platform providing a platform for users to obtain mathematical models, the mathematical modeling process within the mathematical model service platform includes model preparation, model assumption, model establishment, model solution, model analysis, and model verification. Using the mathematical model service platform can provide users with a modeling platform, so that through processes such as model preparation, model assumption, model establishment, model solution, model analysis, and model verification, the mathematical models on the mathematical model service platform can be used.

[0052] The specific implementation of this embodiment is as follows: When in use, when the user needs to obtain a mathematical model using the cloud computing-based mathematical model service system, first utilize the mathematical model service platform and hardware devices of the transmission module to build a mathematical model data flow platform using the mathematical model service platform, so as to facilitate providing the user with a suitable data model communication opportunity. The user uses the hardware device to log in to the mathematical model service platform by inputting the user number and password, thereby being able to conveniently use the mathematical model service system. Then, use the system management module to conveniently manage the mathematical model service system within the mathematical model service platform, thereby further improving the usability of the mathematical model service system. Through software as a service, platform as a service, and infrastructure as a service provided by the cloud big data server, it is possible to conveniently provide the user with appropriate services, so that the user can use the mathematical model on the mathematical model service platform. The mathematical model service platform can provide the user with a modeling platform, so that through processes such as model preparation, model hypothesis, model establishment, model solution, model analysis, and model verification, the mathematical model on the mathematical model service platform can be used.

[0053] The working principle of the present invention is as follows: When in use, when a user needs to obtain a mathematical model using the cloud computing-based mathematical model service system, first, the mathematical model service system can be composed of a data module, a digital model matching module, a transmission module, and a system management module, so as to conveniently provide the user with the service of the mathematical model. The user can further use and improve the mathematical model, and the mathematical model service system can conveniently transmit the optimized mathematical model to the cloud server terminal, so as to timely improve the mathematical model in the cloud server terminal. The mathematical model management unit can specifically manage all the mathematical modules in the mathematical model service system, and the platform management unit can specifically manage the user information and the access of mathematical model files in the mathematical model service system. The mathematical model management unit manages the mathematical model data to reduce data loss. The mathematical model detector detects the mathematical model data in the mathematical model service platform, so as to conveniently manage the model maintenance, model upload, and model review of the mathematical model. The mathematical model adapter coordinates the mathematical model data in the mathematical model service platform, and can complete the management of scheduling configuration and calculation configuration of the mathematical model. When in use, when a user needs to obtain a mathematical model using the cloud computing-based mathematical model service system, first, the cloud big data server of the big data module stores a large number of mathematical models. By using the mathematical model adapter and the mathematical model detector of the digital model matching module, the mathematical model adapter can search for the mathematical model requirements input by the user in the cloud big data server, so as to find a mathematical model suitable for the user. By using the mathematical model detector, the mathematical model improved and optimized by the user can be detected, and the mathematical model is compared with the data in the cloud big data server to determine whether the mathematical model is improved and optimized, so as to conveniently increase the diversity of the mathematical models in the mathematical model service system. The platform management unit conveniently manages multiple aspects of the mathematical model service platform, so as to provide the mathematical model service to the user more securely. The user information is audited through user audit, and all users using the mathematical model service platform can be conveniently managed by using user maintenance, model authorization, and platform users. By managing and cleaning the files of the mathematical model service platform, and using log management to clean the flowing file data in the mathematical model service platform, the use fluency of the mathematical model service platform is improved. When in use, when a user needs to obtain a mathematical model using the cloud computing-based mathematical model service system, first, the mathematical model service platform and hardware devices of the transmission module are used to build a mathematical model data flow platform by using the mathematical model service platform, so as to conveniently provide the user with a suitable data model communication opportunity. The user uses the hardware device to log in to the mathematical model service platform by inputting the user number and password, so as to conveniently use the mathematical model service system.The reuse system management module facilitates the management of the mathematical model service system within the mathematical model service platform, thereby further enhancing the usability of the mathematical model service system. Through software as a service, platform as a service, and infrastructure as a service provided by the cloud big data server, it is convenient to provide appropriate services to users, enabling them to use mathematical models on the mathematical model service platform. The mathematical model service platform can provide a modeling platform for users, enabling them to use the mathematical models on the platform through processes such as model preparation, model assumption, model establishment, model solution, model analysis, and model verification.

[0054] It should be noted that in this document, relational terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any actual relationship or order between these entities or operations. Moreover, the term "comprising", "including" or any other variation thereof is intended to cover non-exclusive inclusion, so that a process, method, article or device comprising a series of elements includes not only those elements but also other elements not expressly listed, or elements inherent to such process, method, article or device.

[0055] Finally, it should be noted that the above are only the preferred embodiments of the present invention and are not used to limit the present invention. Although the present invention has been described in detail with reference to the foregoing embodiments, those skilled in the art can still modify the technical solutions described in the foregoing embodiments or perform equivalent replacements for some of the technical features. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included within the protection scope of the present invention.

Claims

1. A mathematical model service system based on cloud computing, comprising a mathematical model service system, characterized in that: The mathematical model service system includes a big data module, a digital model matching module, a transmission module and a system management module, and the big data module is connected to the transmission module through the digital model matching module; The big data module includes a cloud-based big data server, and the digital model matching module includes a mathematical model adapter and a mathematical model detector, and the mathematical model adapter and the mathematical model detector are both data-connected to the cloud-based big data server via wires; The transmission module includes a mathematical model service platform and a hardware device. The mathematical model adapter and the mathematical model detector are arranged inside the mathematical model service platform. The hardware device logs in to the mathematical model service platform through the network. The cloud-based big data server transmits data to the hardware device through the mathematical model adapter, and the hardware device transmits data to the cloud-based big data server through the mathematical model detector.

2. The mathematical model service system based on cloud computing according to claim 1, characterized in that: The system management module includes a mathematical model management unit and a platform management unit, and the mathematical model service system is conveniently managed based on the mathematical model management unit and the platform management unit.

3. The mathematical model service system based on cloud computing according to claim 2, characterized in that: The mathematical model management unit includes model maintenance, model upload, model review, scheduling configuration and calculation configuration. Based on the model maintenance, model upload, model review, scheduling configuration and calculation configuration, it is convenient to manage the mathematical models in the mathematical model service platform.

4. The mathematical model service system based on cloud computing according to claim 3, characterized in that: Based on the mathematical model detector, it is convenient to manage model maintenance, model upload and model review of the mathematical model.

5. The mathematical model service system based on cloud computing according to claim 3, characterized in that: The mathematical model adapter facilitates the management of the scheduling configuration and calculation configuration of the mathematical model.

6. The mathematical model service system based on cloud computing according to claim 2, characterized in that: The platform management unit includes user review, user maintenance, model authorization, platform users, file management and log management. The mathematical model service platform is conveniently managed based on the user review, user maintenance, model authorization, platform users, file management and log management.

7. The mathematical model service system based on cloud computing according to claim 6, characterized in that: Based on the user review, user maintenance, model authorization and platform users, it is possible to manage users who log in to the mathematical model service platform through hardware devices.

8. The mathematical model service system based on cloud computing according to claim 6, characterized in that: Based on the file management and log management, it is convenient to manage the files and flow file data in the mathematical model service platform.

9. The mathematical model service system based on cloud computing according to claim 1, characterized in that: Based on the cloud big data server providing three service models of software as a service, platform as a service and infrastructure as a service, the software as a service, platform as a service and infrastructure as a service provide mathematical models to the mathematical model service platform.

10. The mathematical model service system based on cloud computing according to claim 1, characterized in that: Based on the mathematical model service platform, a platform for acquiring mathematical models is provided to users. The mathematical modeling process in the mathematical model service platform includes model preparation, model assumption, model establishment, model solving, model analysis and model verification.

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