An interfacing port management method and system of a polymerization management platform

Abstract

The application discloses a kind of interfacing port management methods and systems of aggregation management platform, it is related to platform interfacing port management technical field, including the operation characteristic data of the operation log of the interfacing port of aggregation management platform is collected, port connection analysis processing is carried out to operation characteristic data, obtains port connection over-limit rate.The application is first to the operation log of the interfacing port of aggregation management platform is carried out characteristic data calculation, obtains the use peak time of each interfacing port and the connection difficulty coefficient of each interfacing port in different time;Then, the behavior data of the electronic product of user is analyzed, and the behavior habit of user is determined;Finally, by the behavior habit of user, the use peak time of each interfacing port and the connection difficulty coefficient of each interfacing port in different time are matched, and the suitable interfacing port is selected for user to use, so that user can not only successfully connect the interfacing port of aggregation management platform, but also improve the use experience of user.

Description

Technical Field

[0001] This invention relates to the field of platform interface port management technology, specifically to a method and system for managing interface ports of an aggregation management platform. Background Technology

[0002] An aggregated management platform is a "platform within a platform." It uses technology to integrate multiple independent systems, services, or resources into a unified interface, enabling one-stop management. It does not directly produce content or provide services; instead, it acts as an "intermediary" or "dispatch center," helping users efficiently connect and utilize dispersed resources.

[0003] Because different connection ports are set up in the aggregation management platform, and different connection ports connect to different apps, if the corresponding connection port is not assigned according to the user's behavior habits when the user accesses other apps through the aggregation management platform, it will reduce the user's experience of the aggregation management platform, which will cause the user to lose interest in using the aggregation management platform, resulting in a significant drop in the usage of the aggregation management platform. Summary of the Invention

[0004] To address the aforementioned technical problems, this paper provides a method and system for managing the interface ports of an aggregation management platform. This technical solution resolves the issues raised in the background section.

[0005] To achieve the above objectives, the technical solution adopted by the present invention is as follows: A method for managing the interface ports of an aggregation management platform, comprising: Obtain the operation logs of the interface ports of the aggregation management platform, collect the operation characteristic data of the operation logs of the interface ports of the aggregation management platform, perform port connection analysis processing on the operation characteristic data, and obtain the port connection over-limit rate. The operation characteristic data includes the number of port connection requests and the number of successful port connections at each data collection time. The port connection over-limit rate was compared and analyzed, and the time data corresponding to the port connection over-limit rate was filtered to determine the time interval of the port connection peak. By combining the time intervals of peak port connection occurrences with data analogy processing of operational characteristic data, the port connection difficulty coefficient for each time period can be obtained; Acquire user electronic product behavior data, perform comprehensive data analysis and processing on user electronic product behavior data and port connection difficulty coefficient for each time period, and determine the interface ports of the aggregated management platform that users can connect to.

[0006] Preferably, the steps of obtaining the operation logs of the interface port of the aggregation management platform, collecting the operation characteristic data of the operation logs of the interface port of the aggregation management platform, and performing port connection analysis processing on the operation characteristic data to obtain the port connection over-limit rate specifically include the following steps: Based on the data management method of the aggregation management platform, data retrieval and processing are performed on the data storage device of the aggregation management platform to obtain the operation log of the interface port of the aggregation management platform; Based on the composition of connection request information and successful connection information, data collection and processing are performed on the operation logs of the interface ports of the aggregation management platform to obtain the number of port connection requests and the number of successful port connections at each data collection moment; Obtain the hardware configuration information of the interface port of the aggregation management platform, and perform data calculation and processing on the hardware configuration information of the interface port of the aggregation management platform, the number of port connection requests and the number of port connection successes at each data collection time to obtain the port connection over-limit rate.

[0007] Preferably, the step of obtaining the hardware configuration information of the interface port of the aggregation management platform, and performing data calculation and processing on the hardware configuration information of the interface port of the aggregation management platform, the number of port connection requests and the number of successful port connections at each data collection moment, to obtain the port connection over-limit rate specifically includes the following steps: Based on the data management method of the aggregation management platform, data retrieval and processing are performed on the data storage devices of the aggregation management platform to obtain the hardware configuration information of the interface port of the aggregation management platform; Based on the memory parameter identifier, data acquisition and processing are performed on the hardware configuration information of the interface port of the aggregation management platform to obtain the memory information of the interface port; Based on the memory size of the port connection request information, perform data calculation and processing on the memory information of the docking port to obtain the maximum request information carrying capacity of the docking port; Based on the maximum information carrying capacity of the docking port, the number of port connection requests at each data collection moment is calculated and processed to obtain the port connection over-limit rate, wherein the port connection over-limit rate is specifically the port connection over-limit rate at each data collection moment.

[0008] Preferably, the step of comparing and analyzing the port connection over-limit rate and filtering the time data corresponding to the port connection over-limit rate to determine the time interval where the port connection peak occurs specifically includes the following steps: The system judges and processes the port connection over-limit rate and sets the connection over-limit rate threshold. If any port connection over-limit rate is greater than or equal to the set connection over-limit rate threshold, set the data that is greater than or equal to the set connection over-limit rate threshold as the port connection congestion value. The data attributes of the port connection request volume at each data collection time corresponding to the port connection congestion value are read and processed to obtain the time information corresponding to the port connection congestion value; Set the time information corresponding to the port connection congestion value to the time interval where the port connection peak occurs.

[0009] Preferably, the step of performing data analogy processing on the operational characteristic data by combining the time intervals of peak port connection occurrences to obtain the port connection difficulty coefficient for each time period specifically includes the following steps: Based on the time interval of peak port connection occurrence, the number of port connection requests and the number of successful port connections at each data collection moment are matched to obtain the number of port connection requests and the number of successful port connections during peak periods, and the number of port connection requests and the number of successful port connections outside of peak periods. The port connection difficulty coefficient for each time period is obtained by comparing the number of port connection requests and successful connections during peak port connection periods with the number of port connection requests and successful connections during off-peak periods.

[0010] Preferably, the step of performing data comparison processing on the number of port connection requests and successful port connections during peak port connection periods and the number of port connection requests and successful port connections outside of peak port connection periods to obtain the port connection difficulty coefficient for each time period specifically includes the following steps: Data processing is performed on the number of port connection requests and the number of successful port connections during non-peak periods to obtain the port connection difficulty coefficient during non-peak periods. The data attributes of port connection request volume during peak port connection periods are retrieved and processed to obtain the information generation time of each port connection request during peak port connection periods. Based on the maximum information carrying capacity of the docking port, the information generation time of each port connection request information during the peak of port connection is filtered and processed to obtain the port connection request information in the port processing area and the port connection request information in the port buffer. The port connection request information in the port processing area, the port connection request information in the port buffer, and the number of successful port connections during peak periods are compared and analyzed to obtain the port connection difficulty coefficient during peak periods.

[0011] Preferably, the step of comparing and analyzing the port connection request information in the port processing area, the port connection request information in the port buffer, and the number of successful port connections during peak periods to obtain the port connection difficulty coefficient during peak periods specifically includes the following steps: Based on the network IP information of the port connection request information in the port processing area and the port connection request information in the port buffer, network address matching processing is performed on the network IP information corresponding to the port connection success rate during the peak of port connection to obtain the port connection success rate in the port processing area and the port connection success rate in the port buffer. Based on the number of successful port connections in the port processing area, the port connection request information in the port processing area is processed to obtain the port connection difficulty coefficient in the port processing area. Based on the port connection success rate in the port buffer, the port connection request information in the port buffer is processed to obtain the port connection difficulty coefficient in the port buffer.

[0012] Preferably, the steps of acquiring user electronic product behavior data, performing comprehensive data analysis on the user's electronic product behavior data and the port connection difficulty coefficient for each time period, and determining the aggregation management platform interface ports that the user can connect to specifically include the following steps: Data retrieval and processing are performed on the information management portal of the aggregation management platform to obtain port connection application information of users' electronic devices; The system retrieves and processes the data attributes of the port connection request information of the user's electronic device to obtain the IP address of the user's electronic device. Based on the IP address of the user's electronic device, a data retrieval request is sent to the user's electronic device to obtain the user's electronic product behavior data; Extract and process user electronic product behavior data to obtain the number of times a user uses different ports; Based on the maximum value function, the data is sorted according to the number of times users use different ports, and the sorted set of users using different ports is obtained. Based on the sorted set of different ports used by users, the port connection difficulty coefficient for each time period is matched to determine the interface ports of the aggregate management platform that users can connect to.

[0013] Preferably, the step of performing data matching processing on the port connection difficulty coefficient for each time period based on the sorted set of different ports used by users to determine the aggregate management platform interface ports that users can connect to specifically includes the following steps: Extract and process the port connection request information of the user's electronic device to obtain the port connection request time of the user's electronic device; Based on the sorted set of different ports used by users, port matching processing is performed on the ports connected to the aggregation management platform to obtain the aggregation management platform ports that users can select. Based on the port connection difficulty coefficient for each time period, data comparison processing is performed on the port connection application time of the user's electronic device and the interface ports of the aggregated management platform that the user can select; If the port connection request times of the user's electronic device are not during the peak port connection times of the aggregate management platform interface ports that the user can select, then the interface port corresponding to the minimum port connection difficulty coefficient of the aggregate management platform interface ports that the user can select will be set as the aggregate management platform interface port that the user can connect to. If the port connection application time of a user's electronic device coincides with the peak port connection time of the aggregate management platform interface port that the user can select, the interface port corresponding to the minimum port connection difficulty coefficient that is not during the peak port connection time will be set as the aggregate management platform interface port that the user can connect to. If the port connection application time of the user's electronic device completely coincides with the peak port connection time of the aggregate management platform interface port that the user can select, and the port connection application information of the user's electronic device is not in the port buffer, the interface port corresponding to the minimum port connection difficulty coefficient in the port processing area of ​​the aggregate management platform interface port that the user can select will be set as the aggregate management platform interface port that the user can connect to. If the port connection request time of the user's electronic device completely coincides with the peak port connection time of the user's selectable aggregation management platform interface port, and the port connection request information of the user's electronic device is in the port buffer, then the interface port corresponding to the minimum port connection difficulty coefficient in the port buffer of the user's selectable aggregation management platform interface port will be set as the interface port of the aggregation management platform that the user can connect to.

[0014] Furthermore, a port management system for an aggregation management platform is proposed to implement the aforementioned port management method for an aggregation management platform, including: The port management terminal is used to control the data transmission and information interaction between various modules. The port management terminal is used to control the various modules to perform data calculation, data filtering, data comparison and comprehensive data analysis on the operation logs of the interface ports of the aggregation management platform to determine the interface ports of the aggregation management platform that users can connect to. A connection over-limit rate calculation module is used to perform data calculation and processing on the running characteristic data to obtain the port connection over-limit rate. A port connection peak determination module is used to compare and analyze the port connection over-limit rate to determine the time interval of the port connection peak. The port connection difficulty coefficient calculation module combines the time interval of the peak occurrence of port connection with the data analogy processing of the operation characteristic data to obtain the port connection difficulty coefficient for each time period. The docking port selection module performs port selection processing on the docking ports of the aggregation management platform based on the user's electronic product behavior data, and determines the docking ports of the aggregation management platform that the user can connect to.

[0015] Compared with the prior art, the present invention provides a method and system for managing the interface ports of an aggregation management platform, which has the following beneficial effects: This invention first calculates characteristic data from the operation logs of the aggregation management platform's docking ports to obtain the peak usage time of each docking port and the connection difficulty coefficient of each docking port at different times. Then, it analyzes user electronic product behavior data to determine user behavior habits. Finally, by matching user behavior habits, peak usage time of each docking port, and connection difficulty coefficient of each docking port at different times, it selects a suitable docking port for users to use, enabling users not only to successfully connect to the aggregation management platform's docking ports but also improving the user experience. Attached Figure Description

[0016] Figure 1 This is a flowchart illustrating steps S100-S400 in the interface port management method of the aggregation management platform proposed in this invention. Figure 2 This is a structural block diagram of the interface port management system of the aggregation management platform proposed in this invention. Detailed Implementation

[0017] The following description is intended to disclose the invention and enable those skilled in the art to implement it. The preferred embodiments described below are merely examples, and other obvious variations will occur to those skilled in the art.

[0018] Reference Figure 1 As shown, a method for managing the interface ports of an aggregation management platform includes: S100. Obtain the operation log of the docking port of the aggregation management platform, collect the operation feature data of the docking port operation log of the aggregation management platform, perform port connection analysis processing on the operation feature data, and obtain the port connection over-limit rate. The operation feature data includes the number of port connection requests and the number of successful port connections at each data collection time. S200. Compare and analyze the port connection over-limit rate, and filter the time data corresponding to the port connection over-limit rate to determine the time interval of the port connection peak. S300: Combine the time intervals of peak port connection occurrences with data analogy processing of operational characteristic data to obtain the port connection difficulty coefficient for each time period; S400: Obtain user's electronic product behavior data, perform comprehensive data analysis and processing on user's electronic product behavior data and port connection difficulty coefficient for each time period, and determine the interface port of the aggregated management platform that the user can connect to. Those skilled in the art will understand that the aggregation management platform sets up different connection ports to connect to different apps. Users can access different apps through the aggregation management platform. However, each user has different behavioral habits. If a user is assigned an app they have never used before, they may not know how to operate it, which will reduce the user experience. In addition, because the aggregation management platform has multiple connection ports, it is prone to network fluctuations, which will lead to connection fluctuations for each connection port. Some users will be unable to connect to the aggregation management platform's connection port, making it impossible for them to use the aggregation management platform and causing them to lose interest in using it. Therefore, port data analysis is performed on the operation logs of the aggregation management platform's connection ports to obtain the connection difficulty coefficient and connection peak of each connection port. Subsequently, combined with user electronic product behavior data, appropriate connection ports are selected for users to use, thereby improving the user experience. Example 1

[0019] Step S100: Obtain the operation log of the interface port of the aggregation management platform, collect the operation characteristic data of the operation log of the interface port of the aggregation management platform, perform port connection analysis processing on the operation characteristic data, and obtain the port connection over-limit rate. Specifically, this includes the following steps: S101. Based on the data management method of the aggregation management platform, perform data retrieval processing on the data storage device of the aggregation management platform to obtain the operation log of the interface port of the aggregation management platform; S102. Based on the composition of connection application information and the composition of successful connection information, perform data collection and processing on the operation logs of the docking ports of the aggregation management platform to obtain the number of port connection applications and the number of successful port connections at each data collection moment. S103. Obtain the hardware configuration information of the interface port of the aggregation management platform, perform data calculation and processing on the hardware configuration information of the interface port of the aggregation management platform, the number of port connection requests and the number of successful port connections at each data collection moment, and obtain the port connection over-limit rate. Specifically, step S103, obtaining the hardware configuration information of the interface port of the aggregation management platform, and performing data calculation and processing on the hardware configuration information of the interface port of the aggregation management platform, the number of port connection requests and the number of successful port connections at each data collection moment, to obtain the port connection over-limit rate, includes the following steps: S1031. Based on the data management method of the aggregation management platform, perform data retrieval processing on the data storage device of the aggregation management platform to obtain the hardware configuration information of the interface port of the aggregation management platform; S1032. Based on the memory parameter identifier, perform data acquisition and processing on the hardware configuration information of the interface port of the aggregation management platform to obtain the memory information of the interface port. S1033. Based on the memory size of the port connection request information, perform data calculation and processing on the memory information of the docking port to obtain the maximum request information carrying capacity of the docking port; S1034. Based on the maximum request information carrying capacity of the docking port, calculate and process the port connection request quantity at each data collection time to obtain the port connection over-limit rate, wherein the port connection over-limit rate is specifically the port connection over-limit rate at each data collection time. In this embodiment, the number of application information that each docking port can process is limited. However, since the port connection application information is sent from the user's electronic device, the number of port connection application information is not controlled by the docking port. Sometimes the number of port connection application information exceeds the range that the docking port can process. Therefore, the peak usage time of the docking port can be determined based on the number of port connection application information. Example 2

[0020] Step S200: Compare and analyze the port connection over-limit rate, and filter the time data corresponding to the port connection over-limit rate to determine the time interval where the port connection peak occurs. This specifically includes the following steps: S201. Judge and process the port connection over-limit rate and the set connection over-limit rate threshold. S202. If there is a port connection over-limit rate that is greater than or equal to the set connection over-limit rate threshold, set the data that is greater than or equal to the set connection over-limit rate threshold as the port connection congestion value. S203. Perform data reading and processing on the data attributes of the port connection request quantity at each data collection time corresponding to the port connection congestion value, and obtain the time information corresponding to the port connection congestion value. S204. Set the time information corresponding to the port connection congestion value to the time interval where the port connection peak occurs. In this embodiment, the connection over-limit rate threshold is set to 100%. When the port connection over-limit rate exceeds the port connection over-limit rate, it means that the number of port connection requests for this docking port exceeds the processing capacity of the docking port. In this case, the docking port is in peak usage during this period, and connecting to the docking port during this period may require a certain amount of waiting time. Therefore, when allocating docking ports available to users in the future, it is necessary to first determine which docking ports are in peak usage, and then allocate docking ports that are not in peak usage to users, thereby shortening the user's waiting time. Example 3

[0021] Step S300: Combine the time intervals of peak port connection occurrences with data analogy processing of operational characteristic data to obtain the port connection difficulty coefficient for each time period. This specifically includes the following steps: S301. Based on the time interval of peak port connection occurrence, perform data matching processing on the number of port connection requests and the number of successful port connections at each data collection moment to obtain the number of port connection requests and the number of successful port connections during peak port connection periods, and the number of port connection requests and the number of successful port connections outside of peak port connection periods. S302. Perform data comparison processing on the number of port connection requests and the number of successful port connections during peak port connection periods and the number of port connection requests and the number of successful port connections outside peak port connection periods to obtain the port connection difficulty coefficient for each time period. It is understandable that the difficulty of connecting to a port during peak connection times is different from that of connecting to a port outside of peak connection times. This is because ports during peak connection times may experience network fluctuations, leading to connection failures. This is because during peak connection times, the port is overloaded, causing its temperature to rise. High temperatures can affect network quality and thus cause network fluctuations. Specifically, step S302, which involves performing data comparison processing on the number of port connection requests and successful port connections during peak periods and the number of port connection requests and successful port connections outside of peak periods to obtain the port connection difficulty coefficient for each time period, includes the following steps: S3021. Perform data calculation and processing on the number of port connection requests and the number of successful port connections during non-peak periods to obtain the port connection difficulty coefficient during non-peak periods. S3022. Perform information retrieval processing on the data attributes of port connection request volume during peak port connection periods to obtain the information generation time of each port connection request information during peak port connection periods. S3023. Based on the maximum request information carrying capacity of the docking port, filter the information generation time of each port connection request information during the peak of port connection to obtain the port connection request information in the port processing area and the port connection request information in the port buffer. S3024. Perform data comparison and analysis on the port connection application information in the port processing area, the port connection application information in the port buffer, and the number of successful port connections during the peak of port connections to obtain the port connection difficulty coefficient during the peak of port connections. Specifically, step S3024, which involves comparing and analyzing the port connection request information in the port processing area, the port connection request information in the port buffer, and the number of successful port connections during peak periods to obtain the port connection difficulty coefficient during peak periods, includes the following steps: S30241. Based on the network IP information of the port connection request information in the port processing area and the port connection request information in the port buffer, perform network address matching processing on the network IP information corresponding to the port connection success rate during the port connection peak, and obtain the port connection success rate in the port processing area and the port connection success rate in the port buffer. S30242. Based on the number of successful port connections in the port processing area, perform data calculation and processing on the port connection request information in the port processing area to obtain the port connection difficulty coefficient in the port processing area. S30243. Based on the port buffer, the port connection success rate is calculated and processed to obtain the port connection difficulty coefficient of the port buffer. In this embodiment, the port processing area can process port connection request information in a timely manner. When the connected port receives more port connection request information than it can handle, exceeding the port's processing capacity, subsequent port connection request information will be stored in the port buffer. Once the port processing area has processing space, the port connection request information from the port buffer will enter the port processing area. Before the port processing area enters an overload state, the connection success rate of the port connection request information processed by the port processing area is higher than that of the port connection request information processed by the port processing area under overload conditions. This is because, under overload conditions, the temperature of the connected port rises, causing network fluctuations and thus reducing the connection success rate of the connected port. Example 4

[0022] Step S400: Obtain user's electronic product behavior data, perform comprehensive data analysis and processing on the user's electronic product behavior data and the port connection difficulty coefficient for each time period, and determine the aggregation management platform interface ports that the user can connect to. This specifically includes the following steps: S401. Perform data retrieval and processing on the information management portal of the aggregation management platform to obtain port connection application information of users' electronic devices; S402. Retrieve and process the data attributes of the port connection application information of the user's electronic device to obtain the IP address of the user's electronic device; S403. Based on the IP address of the user's electronic device, send a data retrieval request to the user's electronic device to obtain the user's electronic product behavior data; S404. Extract and process information from the user's electronic product behavior data to obtain the number of times the user uses different ports; S405. Based on the maximum value function, sort the data according to the number of times the user uses different ports, and obtain the sorted set of the user's different port usage. S406. Based on the sorted set of different ports used by users, perform data matching processing on the port connection difficulty coefficient for each time period to determine the aggregate management platform interface ports that users can connect to. Specifically, step S406, which involves performing data matching processing on the port connection difficulty coefficient for each time period based on the sorted set of different ports used by users, to determine the aggregate management platform interface ports that users can connect to, includes the following steps: S4061. Extract and process the port connection request information of the user's electronic device to obtain the port connection request time of the user's electronic device; S4062. Based on the sorted set of different ports used by users, perform port matching processing on the ports connected to the aggregation management platform to obtain the aggregation management platform ports that users can select. S4063. Based on the port connection difficulty coefficient for each time period, perform data comparison processing on the port connection application time of the user's electronic device and the interface port of the aggregated management platform that the user can select; S4064. If the port connection application time of the user's electronic device is not during the peak port connection time of the aggregate management platform interface port that the user can select, set the interface port corresponding to the minimum port connection difficulty coefficient of the aggregate management platform interface port that the user can connect to as the aggregate management platform interface port. S4065. If the port connection application time of the user's electronic device coincides with the peak port connection time of the aggregate management platform interface port that the user can select, the interface port corresponding to the minimum port connection difficulty coefficient that is not in the peak port connection time shall be set as the aggregate management platform interface port that the user can connect to. S4066. If the port connection application time of the user's electronic device completely coincides with the peak port connection time of the user's selectable aggregation management platform interface port, and the port connection application information of the user's electronic device is not in the port buffer, set the interface port corresponding to the minimum port connection difficulty coefficient of the port processing area of ​​the user's selectable aggregation management platform interface port as the user's connectable aggregation management platform interface port. S4067. If the port connection application time of the user's electronic device completely coincides with the peak port connection time of the aggregate management platform interface port that the user can select, and the port connection application information of the user's electronic device is in the port buffer, the interface port corresponding to the minimum port connection difficulty coefficient in the port buffer of the aggregate management platform interface port that the user can select is set as the aggregate management platform interface port that the user can connect to. In this embodiment, the connection ports subsequently assigned to users are first determined by whether the connection ports corresponding to the user's frequently used apps are experiencing peak usage. If they are, then it is determined whether the user's port connection request information is in the cache. If not, the connection ports are assigned to the user based on the data order in the sorted set of different ports used by the user, prioritizing those at the top of the list. This allows the user to quickly connect to the connection port, and the connection ports assigned first have the lowest connection difficulty coefficient. It can be understood that the priority of the connection port connection difficulty coefficient is higher than the data order in the sorted set of different ports used by the user. However, the connection port assigned to the user must be in the sorted set of different ports used by the user. If it is in the cache, the connection port with the lowest connection difficulty coefficient in the cache is assigned to the user, enabling the user to successfully connect to the connection port and reducing the probability of connection failure.

[0023] Reference Figure 2 As shown, a port management system for an aggregation management platform is used to implement the port management method for an aggregation management platform as described above, including: The port management terminal is used to control the data transmission and information interaction between various modules. The port management terminal is used to control the various modules to perform data calculation, data filtering, data comparison and comprehensive data analysis on the operation logs of the interface ports of the aggregation management platform to determine the interface ports of the aggregation management platform that users can connect to. A connection over-limit rate calculation module is used to perform data calculation and processing on the running characteristic data to obtain the port connection over-limit rate. A port connection peak determination module is used to compare and analyze the port connection over-limit rate to determine the time interval of the port connection peak. The port connection difficulty coefficient calculation module combines the time interval of the peak occurrence of port connection with the data analogy processing of the operation characteristic data to obtain the port connection difficulty coefficient for each time period. The docking port selection module performs port selection processing on the docking ports of the aggregation management platform based on the user's electronic product behavior data, and determines the docking ports of the aggregation management platform that the user can connect to.

[0024] The foregoing has shown and described the basic principles, main features, and advantages of the present invention. Those skilled in the art should understand that the present invention is not limited to the above embodiments. The embodiments and descriptions in the specification are merely principles of the invention. Various changes and modifications can be made to the invention without departing from its spirit and scope, and all such changes and modifications fall within the scope of the claimed invention. The scope of protection claimed by the appended claims and their equivalents is defined.

Claims

1. A method for managing the interface ports of an aggregation management platform, characterized in that, include: Obtain the operation logs of the interface ports of the aggregation management platform, collect the operation characteristic data of the operation logs of the interface ports of the aggregation management platform, perform port connection analysis processing on the operation characteristic data, and obtain the port connection over-limit rate. The operation characteristic data includes the number of port connection requests and the number of successful port connections at each data collection time. The port connection over-limit rate was compared and analyzed, and the time data corresponding to the port connection over-limit rate was filtered to determine the time interval of the port connection peak. By combining the time intervals of peak port connection occurrences with data analogy processing of operational characteristic data, the port connection difficulty coefficient for each time period can be obtained. Acquire user electronic product behavior data, perform comprehensive data analysis and processing on user electronic product behavior data and port connection difficulty coefficient for each time period, and determine the interface ports of the aggregated management platform that users can connect to.

2. The method for managing the interface ports of an aggregation management platform according to claim 1, characterized in that, The steps of obtaining the operation logs of the interface port of the aggregation management platform, collecting the operation characteristic data of the operation logs of the interface port of the aggregation management platform, and performing port connection analysis processing on the operation characteristic data to obtain the port connection over-limit rate specifically include the following steps: Based on the data management method of the aggregation management platform, data retrieval and processing are performed on the data storage devices of the aggregation management platform to obtain the operation logs of the interface port of the aggregation management platform; Based on the composition of connection request information and successful connection information, data collection and processing are performed on the operation logs of the interface ports of the aggregation management platform to obtain the number of port connection requests and the number of successful port connections at each data collection moment; Obtain the hardware configuration information of the interface port of the aggregation management platform, and perform data calculation and processing on the hardware configuration information of the interface port of the aggregation management platform, the number of port connection requests and the number of port connection successes at each data collection time to obtain the port connection over-limit rate.

3. The method for managing the interface ports of an aggregation management platform according to claim 2, characterized in that, The process of obtaining the hardware configuration information of the interface port of the aggregation management platform, and performing data calculation and processing on the hardware configuration information of the interface port of the aggregation management platform, the number of port connection requests and the number of successful port connections at each data collection moment, to obtain the port connection over-limit rate specifically includes the following steps: Based on the data management method of the aggregation management platform, data retrieval and processing are performed on the data storage devices of the aggregation management platform to obtain the hardware configuration information of the interface port of the aggregation management platform; Based on the memory parameter identifier, data acquisition and processing are performed on the hardware configuration information of the interface port of the aggregation management platform to obtain the memory information of the interface port; Based on the memory size of the port connection request information, perform data calculation and processing on the memory information of the docking port to obtain the maximum request information carrying capacity of the docking port; Based on the maximum information carrying capacity of the docking port, the number of port connection requests at each data collection moment is calculated and processed to obtain the port connection over-limit rate, wherein the port connection over-limit rate is specifically the port connection over-limit rate at each data collection moment.

4. The method for managing the interface ports of an aggregation management platform according to claim 3, characterized in that, The process of comparing and analyzing the port connection over-limit rate, and filtering the time data corresponding to the port connection over-limit rate to determine the time interval where the port connection peak occurs, specifically includes the following steps: The system judges and processes the port connection over-limit rate and sets the connection over-limit rate threshold. If any port connection over-limit rate is greater than or equal to the set connection over-limit rate threshold, set the data that is greater than or equal to the set connection over-limit rate threshold as the port connection congestion value. The data attributes of the port connection request volume at each data collection time corresponding to the port connection congestion value are read and processed to obtain the time information corresponding to the port connection congestion value; Set the time information corresponding to the port connection congestion value to the time interval where the port connection peak occurs.

5. The method for managing the interface ports of an aggregation management platform according to claim 4, characterized in that, The process of combining the peak time intervals of port connections with the data analysis of operational characteristic data to obtain the port connection difficulty coefficient for each time period specifically includes the following steps: Based on the time interval of peak port connection occurrence, the number of port connection requests and the number of successful port connections at each data collection moment are matched to obtain the number of port connection requests and the number of successful port connections during peak periods, and the number of port connection requests and the number of successful port connections outside of peak periods. The port connection difficulty coefficient for each time period is obtained by comparing the number of port connection requests and successful connections during peak port connection periods with the number of port connection requests and successful connections during off-peak periods.

6. The method for managing the interface ports of an aggregation management platform according to claim 5, characterized in that, The process of comparing the number of port connection requests and successful connections during peak periods with the number of port connection requests and successful connections outside of peak periods to obtain the port connection difficulty coefficient for each time period includes the following steps: Data processing is performed on the number of port connection requests and the number of successful port connections during non-peak periods to obtain the port connection difficulty coefficient during non-peak periods. The data attributes of port connection request volume during peak port connection periods are retrieved and processed to obtain the information generation time of each port connection request during peak port connection periods. Based on the maximum information carrying capacity of the docking port, the information generation time of each port connection request information during the peak of port connection is filtered and processed to obtain the port connection request information in the port processing area and the port connection request information in the port buffer. The port connection request information in the port processing area, the port connection request information in the port buffer, and the number of successful port connections during peak periods are compared and analyzed to obtain the port connection difficulty coefficient during peak periods.

7. The method for managing the interface ports of an aggregation management platform according to claim 6, characterized in that, The process of comparing and analyzing the port connection request information in the port processing area, the port connection request information in the port buffer, and the number of successful port connections during peak periods to obtain the port connection difficulty coefficient during peak periods specifically includes the following steps: Based on the network IP information of the port connection request information in the port processing area and the port connection request information in the port buffer, network address matching processing is performed on the network IP information corresponding to the port connection success rate during the peak of port connection to obtain the port connection success rate in the port processing area and the port connection success rate in the port buffer. Based on the number of successful port connections in the port processing area, the port connection request information in the port processing area is processed to obtain the port connection difficulty coefficient in the port processing area. Based on the port connection success rate in the port buffer, the port connection request information in the port buffer is processed to obtain the port connection difficulty coefficient in the port buffer.

8. The method for managing the interface ports of an aggregation management platform according to claim 1, characterized in that, The process of acquiring user electronic product behavior data, performing comprehensive data analysis on the user's electronic product behavior data and the port connection difficulty coefficient for each time period, and determining the interface ports of the aggregated management platform that the user can connect to specifically includes the following steps: Data retrieval and processing are performed on the information management portal of the aggregation management platform to obtain port connection application information of users' electronic devices; The system retrieves and processes the data attributes of the port connection request information of the user's electronic device to obtain the IP address of the user's electronic device. Based on the IP address of the user's electronic device, a data retrieval request is sent to the user's electronic device to obtain the user's electronic product behavior data; Extract and process user electronic product behavior data to obtain the number of times a user uses different ports; Based on the maximum value function, the data is sorted according to the number of times users use different ports, and the sorted set of users using different ports is obtained. Based on the sorted set of different ports used by users, the port connection difficulty coefficient for each time period is matched to determine the interface ports of the aggregate management platform that users can connect to.

9. The method for managing the interface ports of an aggregation management platform according to claim 8, characterized in that, The process of determining the aggregated management platform interface ports that users can connect to, based on a sorted set of ports used by users, involves data matching to assess the port connection difficulty coefficient for each time period. This process specifically includes the following steps: Extract and process the port connection request information of the user's electronic device to obtain the port connection request time of the user's electronic device; Based on the sorted set of different ports used by users, port matching processing is performed on the ports connected to the aggregation management platform to obtain the aggregation management platform ports that users can select. Based on the port connection difficulty coefficient for each time period, data comparison processing is performed on the port connection application time of the user's electronic device and the interface ports of the aggregated management platform that the user can select; If the port connection request times of the user's electronic device are not during the peak port connection times of the aggregate management platform interface ports that the user can select, then the interface port corresponding to the minimum port connection difficulty coefficient of the aggregate management platform interface ports that the user can select will be set as the aggregate management platform interface port that the user can connect to. If the port connection application time of a user's electronic device coincides with the peak port connection time of the aggregate management platform interface port that the user can select, the interface port corresponding to the minimum port connection difficulty coefficient that is not during the peak port connection time will be set as the aggregate management platform interface port that the user can connect to. If the port connection application time of the user's electronic device completely coincides with the peak port connection time of the aggregate management platform interface port that the user can select, and the port connection application information of the user's electronic device is not in the port buffer, the interface port corresponding to the minimum port connection difficulty coefficient in the port processing area of ​​the aggregate management platform interface port that the user can select will be set as the aggregate management platform interface port that the user can connect to. If the port connection request time of the user's electronic device completely coincides with the peak port connection time of the user's selectable aggregation management platform interface port, and the port connection request information of the user's electronic device is in the port buffer, then the interface port corresponding to the minimum port connection difficulty coefficient in the port buffer of the user's selectable aggregation management platform interface port will be set as the interface port of the aggregation management platform that the user can connect to.

10. A port management system for an aggregation management platform, used to implement the port management method for an aggregation management platform as described in any one of claims 1-9, characterized in that, include: The port management terminal is used to control the data transmission and information interaction between various modules. The port management terminal is used to control the various modules to perform data calculation, data filtering, data comparison and comprehensive data analysis on the operation logs of the interface ports of the aggregation management platform to determine the interface ports of the aggregation management platform that users can connect to. A connection over-limit rate calculation module is used to perform data calculation and processing on the running characteristic data to obtain the port connection over-limit rate. A port connection peak determination module is used to compare and analyze the port connection over-limit rate to determine the time interval of the port connection peak. The port connection difficulty coefficient calculation module combines the time interval of the peak occurrence of port connection with the data analogy processing of the operation characteristic data to obtain the port connection difficulty coefficient for each time period. The docking port selection module performs port selection processing on the docking ports of the aggregation management platform based on the user's electronic product behavior data, and determines the docking ports of the aggregation management platform that the user can connect to.

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