View design method and system based on 5G service

Abstract

The invention relates to the technical field of 5G network management and visual computers, in particular to a view design method and system based on 5G business, and the method comprises the following steps: data collection, data aggregation and analysis, view modeling, multi-dimensional display, and interaction and early warning. The method has the beneficial effects that the complex 5G service operation state is presented in a multi-layer and multi-view graphical mode by performing real-time acquisition, aggregation and analysis on the multi-dimensional service data in the 5G network and combining a visual modeling technology. According to the scheme, operation and maintenance personnel can be helped to quickly position problems and grasp resource use conditions, and multi-dimensional display according to service types, regions and user groups is supported, so that the operation and maintenance efficiency, user experience and decision support capability of a 5G network are improved.

Description

Technical Field

[0001] This invention relates to the field of 5G network management and visualization computer technology, specifically to a view design method and system based on 5G services. Background Technology

[0002] With the widespread application of 5G networks, a large amount of complex business data has been generated in fields such as industrial internet, vehicle-to-everything (V2X) and telemedicine. Existing 5G service operation and maintenance platforms mostly present data in lists or with single indicators, lacking intuitive multi-dimensional display methods. This makes it difficult for operation and maintenance personnel to grasp the network operation status and service quality in a timely manner, affecting the efficiency of problem localization and the accuracy of operation and maintenance decisions.

[0003] Therefore, there is an urgent need for a solution that can visualize the operation of 5G services to help operations and maintenance personnel quickly analyze and gain multi-dimensional insights into the services. Summary of the Invention

[0004] The purpose of this invention is to provide a view design method and system based on 5G services, which realizes the collection, aggregation, analysis and visualization of service data in 5G networks, thereby improving operation and maintenance efficiency and decision-making capabilities, and solving the problems mentioned in the background art.

[0005] To achieve the above objectives, the present invention provides the following technical solution: a view design method based on 5G services, comprising the following steps: Service operation data is collected from the 5G core network, wireless access network and edge computing nodes. The service operation data includes the number of users accessing the network, slice allocation, throughput, latency and packet loss rate. The collected business operation data is cleaned, aggregated, and modeled using a big data platform to form business view data in different dimensions. A visualization model is built based on business characteristics. The visualization model supports network topology view, resource usage view, user experience view, and alarm view. It supports switching and displaying views generated based on visualization models by region, business type, time dimension, user group, etc. Operations and maintenance personnel can use interactive operations to view detailed data of a certain business indicator, and the system can automatically generate early warning prompts when abnormal indicators are detected.

[0006] Preferably, in the step of collecting service operation data from the 5G core network, wireless access network and edge computing nodes, a connection is established with the 5G core network, wireless access network and edge computing nodes through a preset collection interface, and service operation data is obtained in real time according to the set collection cycle.

[0007] Preferably, in the steps of using a big data platform to clean, aggregate, and model the collected business operation data to form business view data of different dimensions, data cleaning includes removing duplicate data, correcting erroneous data, and filling in missing data; data aggregation is to summarize and statistically analyze the cleaned data according to preset dimensions; modeling analysis is to use data analysis algorithms to analyze the aggregated data and explore the potential patterns in the data to form business view data of different dimensions.

[0008] Preferably, in the step of establishing a visualization model based on business characteristics, the network topology view is used to display the connection relationship and topology between nodes in the 5G network; the resource usage view is used to present the usage of various resources in the 5G network, including computing resources, storage resources, and bandwidth resources; the user experience view is used to reflect the user's experience indicators during the use of 5G services, such as service response time and service success rate; and the alarm view is used to display abnormal indicators detected by the system and related alarm information.

[0009] Preferably, in the steps of supporting switching and displaying views generated based on the visualization model by region, service type, time dimension, and user group, displaying by region means dividing and presenting view data according to geographical regions; displaying by service type means classifying and displaying view data according to different 5G service types, such as enhanced mobile broadband, ultra-reliable low-latency communication, and massive machine-type communication; displaying by time dimension means arranging and displaying view data in chronological order, supporting switching between different time granularities; and displaying by user group means grouping and displaying view data according to user attribute characteristics, such as age, gender, and consumption level.

[0010] A view design system based on 5G services, comprising: The data acquisition module is used to collect service operation data from the 5G core network, wireless access network and edge computing nodes. The service operation data includes the number of users accessing the network, slice allocation, throughput, latency and packet loss rate. The data aggregation and analysis module, connected to the data acquisition module, is used to clean, aggregate, and model the acquired business operation data using a big data platform to form business view data in different dimensions. The view modeling module, connected to the data aggregation and analysis module, is used to build a visualization model based on business characteristics. The visualization model supports network topology view, resource usage view, user experience view, and alarm view. A multi-dimensional display module, connected to the view modeling module, is used to support switching and displaying views by region, business type, time dimension, user group, etc. The interaction and early warning module is connected to the multi-dimensional display module, which allows operation and maintenance personnel to view detailed data of a certain business indicator through interactive operations, and automatically generates early warning prompts when the system detects abnormal indicators.

[0011] Preferably, the data acquisition module includes: The core network acquisition unit is used to establish a communication connection with the 5G core network and collect service operation data in the core network according to preset rules. The access network acquisition unit is used to establish a communication connection with the wireless access network and collect service operation data in the wireless access network according to preset rules. The edge computing node acquisition unit is used to establish a communication connection with the edge computing node and collect business operation data in the edge computing node according to preset rules. The data integration unit is connected to the core network acquisition unit, access network acquisition unit, and edge computing node acquisition unit. It is used to initially integrate the various types of business operation data collected and then transmit them to the data aggregation and analysis module.

[0012] Preferably, the data aggregation and analysis module includes: The data cleaning unit is used to deduplicatize, correct errors, and fill in missing values ​​for the collected business operation data. A data aggregation unit, connected to the data cleaning unit, is used to summarize and statistically analyze the cleaned data according to preset dimensions. The modeling and analysis unit, connected to the data aggregation unit, is used to analyze the aggregated data using data analysis algorithms, uncover potential patterns in the data, form business view data of different dimensions, and transmit it to the view modeling module.

[0013] Preferably, the view modeling module includes: The network topology modeling unit is used to build a network topology view model based on the connection relationships and topology of each node in the 5G network. The resource usage modeling unit is used to establish a resource usage view model based on the usage of various resources in the 5G network, including computing resources, storage resources, and bandwidth resources. The user experience modeling unit is used to build a user experience view model based on user experience metrics during the use of 5G services, such as service response time and service success rate. The alarm modeling unit is used to establish an alarm view model based on the system's preset abnormal indicator thresholds, and transmit the generated alarm view model to the multi-dimensional display module.

[0014] Preferably, the multi-dimensional display module includes: Regional display units are used to divide and present view data according to geographical regions; The service type display unit is used to classify and display view data according to different 5G service types, such as enhanced mobile broadband, ultra-reliable low-latency communication, and massive machine-type communication. The time dimension display unit is used to arrange and display view data in chronological order and supports switching between different time granularities; The user group display unit is used to group and display view data according to user attributes, such as age, gender, and consumption level. The interaction and early warning module is connected to the area display unit, business type display unit, time dimension display unit, and user group display unit to realize interactive operation and early warning prompt functions.

[0015] Compared with the prior art, the beneficial effects of the present invention are: This invention proposes a view design method and system based on 5G services. By real-time collection, aggregation, and analysis of multi-dimensional service data in the 5G network (such as bandwidth utilization, user access status, slice resource allocation, latency indicators, etc.), and combined with visualization modeling technology, it presents the complex operational status of 5G services in a multi-layered, multi-perspective graphical manner. This solution helps operations and maintenance personnel quickly locate problems, understand resource usage, and supports multi-dimensional display by service type, region, and user group, thereby improving the operational efficiency, user experience, and decision support capabilities of the 5G network. It provides multi-dimensional, multi-layered 5G service operational status display, enhancing operational visualization capabilities. It supports real-time monitoring and alarms, improving problem location and handling efficiency. It provides differentiated views for different roles (operations and maintenance personnel, management personnel, and customers), improving management decision-making and user satisfaction. Attached Figure Description

[0016] Figure 1 This is a flowchart of the method of the present invention. Detailed Implementation

[0017] To make the objectives, technical solutions, and advantages of the present invention clear and complete, the embodiments of the present invention will be further described in detail below with reference to the accompanying drawings. It should be understood that the specific embodiments described herein are only some, not all, embodiments of the present invention, and are merely illustrative of the embodiments of the present invention. They are not intended to limit the embodiments of the present invention. All other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0018] Example 1, please refer to Figure 1 This invention provides a technical solution: a view design method based on 5G services, comprising the following steps: 1. Data Collection: Collect service operation data from the 5G core network, wireless access network and edge computing nodes, including the number of users accessing the network, slice allocation, throughput, latency, packet loss rate, etc.

[0019] 2. Data Aggregation and Analysis: Utilize big data platforms to clean, aggregate, and model the collected data to form business view data in different dimensions.

[0020] 3. View Modeling: Build a visual model based on business characteristics, supporting network topology view, resource usage view, user experience view, alarm view, etc.

[0021] 4. Multi-dimensional display: Supports switching between views by region, business type, time dimension, user group, etc.

[0022] 5. Interaction and Early Warning: Operation and maintenance personnel can view detailed data of a certain business indicator through interactive operations, and the system will automatically generate early warning prompts when abnormal indicators are detected.

[0023] Example 2, based on Example 1, proposes a view design system based on 5G services, including: The data acquisition module is used to collect service operation data from the 5G core network, wireless access network, and edge computing nodes. The service operation data includes user access count, slice allocation, throughput, latency, and packet loss rate. It includes: a core network acquisition unit, used to establish a communication connection with the 5G core network and collect service operation data from the core network according to preset rules; an access network acquisition unit, used to establish a communication connection with the wireless access network and collect service operation data from the wireless access network according to preset rules; an edge computing node acquisition unit, used to establish a communication connection with the edge computing nodes and collect service operation data from the edge computing nodes according to preset rules; and a data integration unit, connected to the core network acquisition unit, access network acquisition unit, and edge computing node acquisition unit, used to initially integrate the collected service operation data and then transmit it to the data aggregation and analysis module.

[0024] The data aggregation and analysis module, connected to the data acquisition module, is used to clean, aggregate, and model the collected business operation data using a big data platform to form business view data of different dimensions. It includes: a data cleaning unit for deduplication, error correction, and missing value filling of the collected business operation data; a data aggregation unit connected to the data cleaning unit for summarizing and statistically analyzing the cleaned data according to preset dimensions; and a modeling and analysis unit connected to the data aggregation unit for analyzing the aggregated data using data analysis algorithms, uncovering potential patterns in the data, forming business view data of different dimensions, and transmitting it to the view modeling module.

[0025] The view modeling module, connected to the data aggregation and analysis module, is used to build a visualization model based on business characteristics. This visualization model supports network topology views, resource usage views, user experience views, and alarm views. It includes: a network topology modeling unit for building a network topology view model based on the connection relationships and topology of nodes in the 5G network; a resource usage modeling unit for building a resource usage view model based on the usage of various resources in the 5G network, including computing resources, storage resources, and bandwidth resources; a user experience modeling unit for building a user experience view model based on user experience metrics during 5G service usage, such as service response time and service success rate; and an alarm modeling unit for building an alarm view model based on preset abnormal indicator thresholds and transmitting the generated alarm view model to the multi-dimensional display module.

[0026] A multi-dimensional display module, connected to the view modeling module, supports switching and displaying views by region, service type, time dimension, user group, etc. It includes: a region display unit for dividing and presenting view data according to geographical regions; a service type display unit for classifying and displaying view data according to different 5G service types, such as enhanced mobile broadband, ultra-reliable low-latency communication, and massive machine-type communication; a time dimension display unit for arranging and displaying view data in chronological order and supporting switching between different time granularities; and a user group display unit for grouping and displaying view data according to user attribute characteristics, such as age, gender, and consumption level. The interaction and warning module is connected to the region display unit, service type display unit, time dimension display unit, and user group display unit to realize interactive operation and warning prompt functions.

[0027] The interaction and early warning module is connected to the multi-dimensional display module, which allows operation and maintenance personnel to view detailed data of a certain business indicator through interactive operations, and automatically generates early warning prompts when the system detects abnormal indicators.

[0028] Although embodiments of the invention have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made to these embodiments without departing from the principles and spirit of the invention, the scope of which is defined by the appended claims and their equivalents.

Claims

1. A view design method based on 5G services, characterized in that: Includes the following steps: Service operation data is collected from the 5G core network, wireless access network and edge computing nodes. The service operation data includes the number of users accessing the network, slice allocation, throughput, latency and packet loss rate. The collected business operation data is cleaned, aggregated, and modeled using a big data platform to form business view data in different dimensions. A visualization model is built based on business characteristics. The visualization model supports network topology view, resource usage view, user experience view, and alarm view. It supports switching and displaying views generated based on visualization models by region, business type, time dimension, user group, etc. Operations and maintenance personnel can use interactive operations to view detailed data of a certain business indicator, and the system can automatically generate early warning prompts when abnormal indicators are detected.

2. The view design method based on 5G services according to claim 1, characterized in that: In the process of collecting service operation data from the 5G core network, wireless access network, and edge computing nodes, a connection is established with the 5G core network, wireless access network, and edge computing nodes through a preset collection interface, and service operation data is obtained in real time according to the set collection cycle.

3. The view design method based on 5G services according to claim 2, characterized in that: The process of using a big data platform to clean, aggregate, and model the collected business operation data to form business view data in different dimensions includes data cleaning (removing duplicate data, correcting erroneous data, and filling in missing data), and data aggregation (summarizing and statistically analyzing the cleaned data according to preset dimensions). Modeling analysis involves using data analysis algorithms to analyze aggregated data, uncover potential patterns in the data, and form business view data in different dimensions.

4. The view design method based on 5G services according to claim 3, characterized in that: In the step of building a visualization model based on business characteristics, the network topology view is used to display the connection relationships and topology between nodes in the 5G network; the resource usage view is used to present the usage of various resources in the 5G network, including computing resources, storage resources, and bandwidth resources; the user experience view is used to reflect the user experience indicators during the use of 5G services, such as service response time and service success rate; and the alarm view is used to display abnormal indicators detected by the system and related alarm information.

5. The view design method based on 5G services according to claim 4, characterized in that: The system supports switching and displaying views generated based on visualization models by region, service type, time dimension, and user group. Displaying by region divides and presents view data according to geographical areas; displaying by service type categorizes view data based on different 5G service types, such as enhanced mobile broadband, ultra-reliable low-latency communication, and massive machine-type communication; displaying by time dimension arranges view data in chronological order, supporting switching between different time granularities; and displaying by user group groups view data based on user attributes such as age, gender, and consumption level.

6. A view design system based on 5G services, applied to the method described in claim 5, characterized in that: include: The data acquisition module is used to collect service operation data from the 5G core network, wireless access network and edge computing nodes. The service operation data includes the number of users accessing the network, slice allocation, throughput, latency and packet loss rate. The data aggregation and analysis module, connected to the data acquisition module, is used to clean, aggregate, and model the acquired business operation data using a big data platform to form business view data in different dimensions. The view modeling module, connected to the data aggregation and analysis module, is used to build a visualization model based on business characteristics. The visualization model supports network topology view, resource usage view, user experience view, and alarm view. A multi-dimensional display module, connected to the view modeling module, is used to support switching and displaying views by region, business type, time dimension, user group, etc. The interaction and early warning module is connected to the multi-dimensional display module, which allows operation and maintenance personnel to view detailed data of a certain business indicator through interactive operations, and automatically generates early warning prompts when the system detects abnormal indicators.

7. A view design system based on 5G services according to claim 6, characterized in that: The data acquisition module includes: The core network acquisition unit is used to establish a communication connection with the 5G core network and collect service operation data in the core network according to preset rules. The access network acquisition unit is used to establish a communication connection with the wireless access network and collect service operation data in the wireless access network according to preset rules. The edge computing node acquisition unit is used to establish a communication connection with the edge computing node and collect business operation data in the edge computing node according to preset rules. The data integration unit is connected to the core network acquisition unit, access network acquisition unit, and edge computing node acquisition unit. It is used to initially integrate the various types of business operation data collected and then transmit them to the data aggregation and analysis module.

8. A view design system based on 5G services according to claim 7, characterized in that: The data aggregation and analysis module includes: The data cleaning unit is used to deduplicatize, correct errors, and fill in missing values ​​for the collected business operation data. A data aggregation unit, connected to the data cleaning unit, is used to summarize and statistically analyze the cleaned data according to preset dimensions. The modeling and analysis unit, connected to the data aggregation unit, is used to analyze the aggregated data using data analysis algorithms, uncover potential patterns in the data, form business view data of different dimensions, and transmit it to the view modeling module.

9. A view design system based on 5G services according to claim 8, characterized in that: The view modeling module includes: The network topology modeling unit is used to build a network topology view model based on the connection relationships and topology of each node in the 5G network. The resource usage modeling unit is used to establish a resource usage view model based on the usage of various resources in the 5G network, including computing resources, storage resources, and bandwidth resources. The user experience modeling unit is used to build a user experience view model based on user experience metrics during the use of 5G services, such as service response time and service success rate. The alarm modeling unit is used to establish an alarm view model based on the system's preset abnormal indicator thresholds, and transmit the generated alarm view model to the multi-dimensional display module.

10. A view design system based on 5G services according to claim 9, characterized in that: The multi-dimensional display module includes: Regional display units are used to divide and present view data according to geographical regions; The service type display unit is used to classify and display view data according to different 5G service types, such as enhanced mobile broadband, ultra-reliable low-latency communication, and massive machine-type communication. The time dimension display unit is used to arrange and display view data in chronological order and supports switching between different time granularities; The user group display unit is used to group and display view data according to user attributes, such as age, gender, and consumption level. The interaction and early warning module is connected to the area display unit, business type display unit, time dimension display unit, and user group display unit to realize interactive operation and early warning prompt functions.

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