Internet-based service management system

Abstract

The invention discloses a service management system based on the Internet. An operation method of the system comprises the following steps: carrying out distributed calculation management on the Internet service management system; carrying out sharing and construction processing on the Internet service management system; analyzing, controlling and processing the Internet service management system; performing display feedback control on the Internet service management system; the distributed computing management of the Internet service management system comprises the following steps of: establishing an edge cluster in a set range of terminal equipment, deploying computing and storage resources, transferring data processing and storage from a cloud computing center to the set range of the terminal equipment, dispersing the data processing and storage to a selected number of edge equipment, and carrying out distributed computing management on the distributed computing management of the Internet service management system. And deploying the corresponding AI model into the terminal equipment, so that the terminal equipment requests the AI service in the edge cluster to carry out data analysis processing. The system has the characteristics of intelligent service processing and high practicability.

Description

Technical Field

[0001] The present invention relates to the technical field of Internet, and in particular to a service management system based on Internet. Background Art

[0002] In recent years, a new round of scientific and technological revolution and industrial transformation has developed rapidly. The Internet has rapidly extended from the consumer field to the production field, and the industrial economy has deeply expanded from digitalization to networking and intelligence. The innovative development of the Internet and the new industrial revolution have formed a historic intersection, giving birth to the industrial Internet. The industrial Internet is a new infrastructure, application model and industrial ecology that deeply integrates the new generation of information and communication technology with the industrial economy. Through the comprehensive connection of people, machines, objects, systems, etc., it builds a new manufacturing and service system covering the entire industrial chain and the entire value chain, providing a way to achieve the digitalization, networking and intelligent development of industry and even industry. However, due to the extremely wide distribution of equipment in the industrial Internet system and the variety of interactive data, the privacy and security of data are often difficult to guarantee. On the other hand, since most devices work without manual control and the computing resources of such devices are obviously insufficient, the use of industrial Internet services is seriously affected. Therefore, it is necessary to design an Internet-based service management system with strong intelligent service processing and practicality. Summary of the invention

[0003] The purpose of the present invention is to provide an Internet-based service management system to solve the problems raised in the above background technology.

[0004] In order to solve the above technical problems, the present invention provides the following technical solutions: a service management method based on the Internet, comprising: Conduct distributed computing management of Internet service management systems; Share and build Internet service management systems; Conduct analysis and control of Internet service management systems; Conduct display feedback control of Internet service management system; The distributed computing management of the Internet service management system includes: By building an edge cluster within the set range of the terminal device and deploying computing and storage resources, data processing and storage are transferred from the cloud computing center to the set range of the terminal device, data processing and storage are dispersed to a selected number of edge devices, and the corresponding AI model is deployed to the terminal device, so that the terminal device requests the AI ​​service in the edge cluster for data analysis and processing.

[0005] According to the above technical solution, the sharing and construction of the Internet service management system includes: Build a data security sharing layer using the Fisco Bcos consortium blockchain, enabling nodes therein to verify or publish transactions and controlling that only nodes on this consortium blockchain can perform read, modification, and access activities. At the same time, each node in the consortium blockchain has a unique private key. If information exchange and data communication are required between nodes, the private keys must be exchanged, which can both ensure information circulation and avoid the problem of node privacy leakage; Build the Webase general component between the blockchain application and the FISCO BCOS node, and its functions include contract management and data storage.

[0006] According to the above technical solution, the analysis and control processing of the Internet service management system includes: Deploy blockchain nodes and edge cluster nodes on the edge server. After the Internet terminal senses data, upload it to the blockchain node, extract the data hash value through the node for uploading to the chain, and the edge cluster nodes in the edge server can access the data and complete the analysis and processing.

[0007] According to the above technical solution, the analysis and control processing of the Internet service management system further includes: Adopt the docker containerization technology, install the docker engine in the terminal device and the edge server respectively, and at the same time use the docker swarm technology to build an edge cluster. The terminal devices in the cluster can send task requests to the management node and reach the corresponding working nodes through the scheduling algorithm and the task allocation algorithm to achieve fast data processing; Optimize the AI model in the edge cluster through the iterative pruning method to reach the set target sparsity.

[0008] According to the above technical solution, the display and feedback control of the Internet service management system includes: After real-time collecting the data information content set by the staff, transmit it to the staff for analysis and review; Users can conduct usage evaluations and feedback on the Internet service management system according to the set option information, making subsequent optimizations more in line with user needs.

[0009] According to the above technical solution, an Internet-based service management system includes: A management control module for performing the management and control of the Internet service management system; An analysis and processing module for performing the optimization analysis and processing of the Internet service management system; A display and feedback module for performing the display and feedback management of data information.

[0010] According to the above technical solution, the management control module includes: A distributed computing module for design control of system distributed computing; A secure sharing module for secure sharing management of data information; A construction control module for construction control of an Internet service management system.

[0011] According to the above technical solution, the analysis and processing module includes: A blockchain management module for blockchain control management of data information; An architecture management module for construction management of an Internet service management system; An optimization analysis module for optimization analysis and processing of system models.

[0012] According to the above technical solution, the display and feedback module includes: A display processing module for display processing of data information; A feedback management module for user opinion feedback management.

[0013] Compared with the prior art, the beneficial effects achieved by the present invention are as follows: By providing a management control module, an analysis and processing module, and a display and feedback module, the present invention can process and store data more quickly, reduce the time and distance of data transmission, thereby improving data processing efficiency and reducing latency, reducing the risk of single-point failures in the system, increasing the reliability and security of the system, and meeting the intelligent service needs of users. BRIEF DESCRIPTION OF THE DRAWINGS

[0014] The drawings are used to provide a further understanding of the present invention, and constitute a part of the specification. They are used together with the embodiments of the present invention to explain the present invention, and do not constitute a limitation to the present invention. In the drawings: Figure 1 is a flowchart of a service management method based on the Internet provided in Embodiment 1 of the present invention; Figure 2 is a module composition diagram of a service management system based on the Internet provided in Embodiment 2 of the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0015] Hereinafter, the technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the 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. All other embodiments obtained by those of ordinary skill in the art based on the embodiments of the present invention without creative efforts shall fall within the protection scope of the present invention.

[0016] Embodiment 1: Figure 1The flowchart of a service management method based on the Internet provided by Embodiment 1 of the present invention. This embodiment can be applied to an Internet service management system. This method can be executed by an Internet service management system provided by the embodiments of the present invention. The system consists of multiple software and hardware modules, such as Figure 1 As shown, the method specifically includes the following steps: S101. Perform distributed computing management on the Internet service management system; Exemplarily, in the embodiment of the present invention, by building an edge cluster within the set range of the terminal device and deploying computing and storage resources, the processing and storage of data are transferred from the cloud computing center to within the set range of the terminal device. The data processing and storage are dispersed to a selected number of edge devices, and the corresponding AI model is deployed to the terminal device, enabling the terminal device to request the AI service in the edge cluster for data analysis and processing. In the traditional industrial Internet system, terminal data is usually collected by the terminal device and directly transmitted to the cloud computing center for processing. This processing method has some problems. For example, data transmission is easily affected by problems such as network congestion, data leakage, and data tampering, which may lead to low processing efficiency and delays. Therefore, through this step, edge computing processing can be used to process and store more quickly, reduce the time and distance of data transmission, thereby improving data processing efficiency and reducing delays, reducing the risk of single-point failures in the system, increasing the reliability and security of the system, and meeting the intelligent service needs of users.

[0017] S102. Perform sharing and building processing on the Internet service management system; Exemplarily, in the embodiment of the present invention, the Fisco Bcos consortium blockchain is used to construct a data security sharing layer, enabling the nodes therein to verify or publish transactions and controlling that only the nodes on this consortium blockchain can perform read, modification, and access activities. At the same time, each node in the consortium blockchain has a unique private key. If information exchange and data communication are required between nodes, the private keys must be exchanged, which can both ensure information circulation and avoid the problem of node privacy leakage. In this step, the terminal device is responsible for data collection. The data of the terminal device needs to be processed on the chain. Each terminal device communicates with the blockchain node in the nearest edge server. The terminal device transmits the production data to the edge server at regular intervals. The transmitted data is named after the generated time, and a special folder for receiving data is set in the edge server. At the same time, an automatic on-chain algorithm intelligent contract is arranged. When new data is generated in this folder, the on-chain algorithm is triggered for sharing and analysis processing.

[0018] Build the WeBase general component between the blockchain application and the FISCO BCOS node, with functions including contract management and data storage; in this step, contract management provides functions such as managing the list of smart contracts, CRUD, and event viewing. After the administrator successfully writes and deploys a smart contract, select the user and smart contract function method to send a transaction. After the contract is executed, the transaction record will be written into the blockchain network for storage; data storage uses the Mysql database to save data records, and each blockchain node corresponds to a database, named after the name of the node.

[0019] S103. Perform analysis and control processing on the Internet service management system; Exemplarily, in the embodiment of the present invention, deploy blockchain nodes and edge cluster nodes on the edge server. After the Internet terminal senses data, upload it to the blockchain node, extract the data hash value through the node for on-chain, and the edge cluster nodes in the edge server can access the data and complete the analysis process; in this step, the sensed data collected in real time is stored on the chain, and the on-chain algorithm terminal device deployed on the edge server and the storage space of the edge server can access each other. At the same time, create a shared folder for receiving data, and use the monitoring script to automatically sense new files and trigger the on-chain algorithm. For blockchain consensus, when a new transaction occurs, all blockchain nodes will participate in the consensus process. Through the PBFT consensus algorithm, the nodes need to interact to confirm whether the transaction is legal. When all nodes reach a consensus, a new block is generated, and the newly added block represents that the data has been successfully saved to the blockchain network, effectively ensuring the data security of the system terminal data.

[0020] By using Docker containerization technology, install the Docker engine in the terminal device and the edge server respectively. At the same time, use the Docker Swarm technology to build an edge cluster. The terminal devices in the cluster can send task requests to the management node, and through the scheduling algorithm and task allocation algorithm, the requests are sent to the corresponding worker nodes to achieve fast data processing. In this step, when the computing power of the terminal device does not reach the set threshold, that is, it is not sufficient to perform data processing operations, a task request is sent to the Master node in the nearest edge cluster, and the data to be processed is transmitted to the Master node and waits for the edge cluster to process it. The Master node, as the task allocator and resource scheduler in the cluster, is responsible for receiving task requests from various terminal devices. According to the service type of the request, it finds the corresponding service image file in the image repository, and through the scheduling algorithm, allocates the task to the appropriate Worker node and deploys the image file as a service. The image repository is a storage center that stores service images for various task requests and is used as an image template for the Master node to create services. At the same time, it can also be used by managers to develop and create new image files. The Worker node, as the actual runner of the service in the cluster, provides computing power resources. By receiving commands from the Master node, it runs the service to process the task requests of the terminal device. Through this step, fast data processing services can be achieved.

[0021] Optimize the AI model in the edge cluster through the iterative pruning method to achieve the set target sparsity. In this step, iterative pruning is a widely used pruning method. The advantage of iterative pruning compared to single pruning is that it can not only prune those obviously useless weights but also retain some useful weights, thereby improving the performance of the model.

[0022] S104. Perform display feedback control of the Internet service management system. Exemplarily, in the embodiment of the present invention, after real-time collection of the data information content set by the staff, it is transmitted to the staff for processing and analysis and review. Users can use the Internet service management system for usage evaluation and feedback according to the set option information, so that subsequent optimizations more meet the user's needs.

[0023] Embodiment 2: Embodiment 2 of the present invention provides an Internet-based service management system. Figure 2 This is a schematic diagram of the module composition of an Internet-based service management system provided for Embodiment 2, as Figure 2 shown. The system includes: A management control module for performing management control of the Internet service management system. An analysis and processing module for performing optimization analysis and processing of the Internet service management system. A display feedback module for managing the display feedback of data information.

[0024] In some embodiments of the present invention, the management control module includes: A distributed computing module for designing and controlling the system distributed computing; A security sharing module for managing the secure sharing of data information; A construction control module for controlling the construction of the Internet service management system.

[0025] In some embodiments of the present invention, the analysis and processing module includes: A blockchain management module for controlling and managing the blockchain of data information; An architecture management module for managing the construction of the Internet service management system; An optimization analysis module for optimizing and analyzing the system model.

[0026] In some embodiments of the present invention, the display feedback module includes: A display processing module for processing the display of data information; A feedback management module for managing user feedback.

[0027] It should be noted that in this article, 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 variant thereof is intended to cover a non-exclusive inclusion, such 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.

[0028] Finally, it should be noted that the above are only preferred embodiments of the present invention and are not intended 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 may still modify the technical solutions described in the foregoing embodiments, or perform equivalent replacements for some of the technical features. Any modifications, equivalent replacements, improvements, 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 service management method based on the Internet, characterized in that: include: Conduct distributed computing management of Internet service management systems; Share and build Internet service management systems; Conduct analysis and control of Internet service management systems; Conduct display feedback control of Internet service management system; The distributed computing management of the Internet service management system includes: By building an edge cluster within the set range of the terminal device and deploying computing and storage resources, data processing and storage are transferred from the cloud computing center to the set range of the terminal device, data processing and storage are dispersed to a selected number of edge devices, and the corresponding selected AI model is deployed to the terminal device, so that the terminal device requests the AI ​​service in the edge cluster for data analysis and processing.

2. The Internet-based service management method according to claim 1, characterized in that: The sharing and building of the Internet service management system includes: The FiscoBcos alliance chain is used to build a data security sharing layer, so that the nodes can verify or publish transactions, and only the nodes on the alliance chain can read, modify and access activities. At the same time, each node in the alliance chain has a unique private key. If information and data need to be exchanged between nodes, private keys must be exchanged, which can ensure the flow of information while avoiding the problem of node privacy leakage; Build Webase general components between blockchain applications and FISCOBCOS nodes, with functions including contract management and data storage.

3. The Internet-based service management method according to claim 1, characterized in that: The analysis and control process of the Internet service management system includes: Blockchain nodes and edge cluster nodes are deployed on the edge server. After the Internet terminal perceives the data, it is uploaded to the blockchain node. The data hash value is extracted through the node and uploaded to the chain. The edge cluster nodes in the edge server can access the data and complete the analysis and processing.

4. The Internet-based service management method according to claim 1, characterized in that: The analysis and control process of the Internet service management system further includes: Using Docker containerization technology, Docker engines are installed in terminal devices and edge servers respectively. At the same time, Docker swarm technology is used to build edge clusters. Terminal devices in the cluster can send task requests to the management node, and then use the scheduling algorithm and task allocation algorithm to the corresponding working node to achieve fast data processing. The AI ​​model in the edge cluster is optimized through an iterative pruning method to achieve the set target sparsity.

5. The Internet-based service management method according to claim 1, characterized in that: The display feedback control of the Internet service management system includes: After real-time collection of data and information set by staff, it will be transmitted to staff for analysis and review; Users can evaluate the use of the Internet service management system and provide feedback based on the set option information, so that subsequent optimization can better meet user needs.

6. A service management system based on the Internet, characterized in that: include: Management control module, used for management and control of Internet service management system; Analysis and processing module, used for optimizing analysis and processing of Internet service management system; The display feedback module is used to manage the display feedback of data information.

7. The Internet-based service management system according to claim 6, characterized in that: The management control module includes: Distributed computing module, used for design control of system distributed computing; Security sharing module, used for secure sharing management of data information; The construction control module is used to control the construction of the Internet service management system.

8. The Internet-based service management system according to claim 6, characterized in that: The analysis and processing module comprises: Uplink management module, used for uplink control and management of data information; Architecture management module, used for construction and management of Internet service management system; The optimization analysis module is used to perform system model optimization analysis and processing.

9. The Internet-based service management system according to claim 6, characterized in that: The display feedback module includes: A display processing module is used to display and process data information; Feedback management module, used for user feedback management.

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