Visual rule engine management platform based on online simulation and management method thereof

Abstract

The invention discloses a visual rule engine management platform based on online simulation and a management method thereof, relates to rule engine management platforms and the field, and aims to solve the problem that sensitive data may be leaked if security measures are not in place when a rule engine management platform processes a large amount of business data. The data may comprise user personal information, business transaction records and the like, once the data is leaked, the privacy of the user and the business security are seriously threatened, and if an attacker can access and tamper the business rules in the rule engine, the system can make decisions and execute according to wrong logic, so that the security of the system is ensured. In order to solve the problems of influence on the accuracy and efficiency of service operation and possible economic loss and reputation damage, the online system comprises an access control system, a data encryption system and a security detection system, the security detection system comprises a real-time intrusion detection system, a vulnerability scanning system, a transmission monitoring system, a data security analysis system and a security time management system.

Description

Technical Field

[0001] The present invention relates to a rule engine management platform and field, and in particular to a rule engine management platform based on online simulation visualization and a management method thereof. Background Art

[0002] The online simulation-based visual rule engine management platform is a comprehensive platform that combines online simulation technology with visual rule engine management functions. It aims to present complex business logic and data in an intuitive and easy-to-understand way through a graphical interface and simulation technology, thereby improving the business flexibility of the enterprise, reducing IT dependence, and accelerating the deployment and change of business rules. The rule engine management platform separates the business logic of each business system from the business system to achieve controllability and centralized management of business logic. Business rules can be dynamically tested without docking with the business system, allowing business personnel to conduct comprehensive verification and management of business rules to ensure the correctness and effectiveness of the rules. The business logic can be adjusted quickly to improve the response speed of the product / system, allowing the enterprise to calmly respond to any changes. Through visual configuration, development costs can be reduced and development efficiency can be improved.

[0003] The Chinese patent announcement number is CN113485737A, which discloses a business rule management system and method, including a rule designer, a rule server, a rule engine management platform, a rule execution engine and a client; the rule designer can be used to design rules, and can also be used to design rule management models; the rule server is used to store the rules; the rule engine management platform is used to store and run the rule management model, and transmit the data generated by the rule management model to the rule execution engine; the rule execution engine can call the rules stored in the rule server, substitute the data into the rules to calculate the result parameters, and transmit the result parameters to the client. The business rule management system and method of the present invention allow business personnel to directly participate in system development, and business personnel can change and adjust their needs, which reduces manpower and material resources and greatly improves the flexibility of the application system.

[0004] The above-mentioned existing technical solutions have the following defects: when the rule engine management platform processes a large amount of business data, if the security measures are not in place, sensitive data may be leaked. These data may include user personal information, business transaction records, etc. Once leaked, it will pose a serious threat to user privacy and business security. If the attacker can access and tamper with the business rules in the rule engine, it will cause the system to make decisions and execute according to wrong logic, which will not only affect the accuracy and efficiency of business operations, but also may cause economic losses and reputation damage. Therefore, we propose a rule engine management platform based on online simulation visualization and its management method to solve the above-mentioned problems. Summary of the invention

[0005] The purpose of the present invention is to provide a rule engine management platform based on online simulation visualization and a management method thereof, so as to solve the problem that when the rule engine management platform proposed in the above background technology processes a large amount of business data, if the security measures are not in place, sensitive data may be leaked. These data may include user personal information, business transaction records, etc. Once leaked, they will pose a serious threat to user privacy and business security. If an attacker can access and tamper with the business rules in the rule engine, it will cause the system to make decisions and execute according to wrong logic, which will not only affect the accuracy and efficiency of business operations, but also may cause economic losses and reputation damage.

[0006] To achieve the above-mentioned purpose, the present invention provides the following technical solutions: based on an online simulation visualization rule engine management platform, including an online system, a data analysis system, a rule configuration system, a rule testing system, a rule model management system and a display module, the online system includes an access control system, a data encryption system and a security detection system, the display module is electrically connected to the online simulation visualization rule engine management platform, the rule configuration system includes a decision tree, a policy tree, a decision table, a rule set, a rule flow and an assignment index, the security detection system includes a real-time intrusion detection system, a vulnerability scanning system, a transmission monitoring system, a data security analysis system and a security time management system;

[0007] Among them, the online system is used to connect with external devices to realize the input and output of the rule engine management platform data, and at the same time encrypt the security of the input data and the output data;

[0008] The rule configuration system can create rule projects according to different business scenarios. Subsequent rule configuration management functions are all based on rule projects. Data models and business rules are managed in the form of rule projects.

[0009] The rule model management system is used to set the rule model used as the basis of the management platform;

[0010] Access control systems restrict access to physical or digital resources to ensure that only authorized users or systems can access specific resources;

[0011] The data encryption system encrypts the data before transmission, ensuring that the data cannot be interpreted by unauthorized users even if it is intercepted during transmission;

[0012] The security detection system is responsible for monitoring and ensuring the security of data transmission and received files;

[0013] Real-time intrusion detection system implements strict access control policies in real time to ensure that only authorized users or systems can access transmitted data;

[0014] The vulnerability scanning system regularly checks the security vulnerabilities in the rule engine management platform to promptly discover and repair potential security risks;

[0015] The transmission monitoring system monitors the data transmission process in real time, including the speed, flow, quality of data transmission, and abnormal conditions during data transmission, such as transmission delay, data loss, network failure, etc., and issues an early warning immediately;

[0016] The data security analysis system conducts in-depth mining and analysis of transmission data to identify potential security issues and performance bottlenecks;

[0017] The security time management system is used to integrate log information from multiple security devices and systems to achieve unified analysis and monitoring.

[0018] Preferably, the data analysis system includes a data query system, a data statistics system, a data classification system and a data calculation and verification system;

[0019] Among them, the data query system is used to query the data;

[0020] The data statistics system is used to organize and compile statistics;

[0021] Data classification system is used to classify data into different types at different levels;

[0022] The data operation and verification system is used to run rules on data and perform verification.

[0023] Preferably, the rule model management system includes a logic expression model, a pattern matching model, a rule query model, a priority setting model, a trigger rule model and a strategy rule model;

[0024] Among them, the logical expression model is used to handle complex logical relationships and conditional judgments.

[0025] The pattern matching model uses regular expressions or pattern matching libraries to identify data or events that match specific patterns and trigger corresponding rules;

[0026] The rule query model uses a specialized rule query language to define and match rules, which is usually optimized for rule engines;

[0027] The priority setting model sets the priority for the rules. When multiple rules meet the conditions at the same time, the priority is used to determine which rule to execute.

[0028] The trigger rule model stores business-related data or facts in a database or file system, and the rule engine triggers and executes rules based on these facts;

[0029] The policy rule model selects appropriate policies to execute based on business requirements and context to achieve specific business goals.

[0030] Preferably, the rule testing system includes a single-item testing system, a multi-item testing system and a rule calculation system;

[0031] Among them, the single-item test system performs rule testing on single-item data;

[0032] Multiple test systems perform rule tests on multiple data;

[0033] After the rule development is completed, the rule calculation system can be deployed to the computing server according to the deployment file, or it can reference the API jar and embed it into the host business system. The system provides simulation of rule calculation and can verify rule execution in real time.

[0034] Preferably, the access control system includes an authentication and authorization system, an access control system, an account management system, an access classification system and an access record system;

[0035] Among them, the authentication and authorization system is used to verify the identity of users and determine their permissions, including usernames and passwords, biometrics, digital certificates, and tokens;

[0036] Access control systems are used to manage the attributes and access permissions of protected resources, such as files, directories, network devices, etc.

[0037] The account management system provides management functions such as creation, modification, and deletion of user accounts to ensure the accuracy and security of user information;

[0038] The access classification system classifies the account access rights used;

[0039] The access record system records the access and operations of users.

[0040] The management method based on the online simulation visualization rule engine management platform includes the following steps:

[0041] Step 1: The rule configuration system designs rules according to requirements and calls the logic expression model, pattern matching model, rule query model, priority setting model, trigger rule model or strategy rule model in the rule model relationship system to form a decision tree, strategy tree, decision table, rule set, rule flow or assignment index according to requirements;

[0042] Step 2: Use the rule testing system to perform one-way tests and multiple tests on the established rule engine management platform. After the rule development is completed, the rule calculation system can be deployed to the computing server according to the deployment file, providing simulation of rule calculation and real-time verification of rule execution.

[0043] Step 3: Import data through the online system. First, use the authentication and authorization system of the access control system. The authentication and authorization system is used to verify the identity of the user and determine his or her permissions, including username and password, biometrics, digital certificates, and tokens. The access control system is used to manage the attributes and access rights of protected resources, such as files, directories, and network devices. The account management system provides management functions such as creation, modification, and deletion of user accounts to ensure the accuracy and security of user information. After setting up the data input account, import the data.

[0044] Step 4: The data security analysis system conducts in-depth mining and analysis of the transmitted data to discover potential security issues and performance bottlenecks. When there are no problems with the data, the data analysis system is used to store and classify the data. The classified data is then imported into the rule configuration system for calculation and verification.

[0045] Step 5: The data after the operation is encrypted by the data encryption system to ensure that the data cannot be interpreted by unauthorized users even if it is intercepted during transmission. The establishment and operation of the rule engine management platform are displayed in real time on the display module;

[0046] Step 6: During operation, the security detection system is responsible for monitoring and ensuring the security of data transmission and received files. The real-time intrusion detection system implements strict access control policies in real time to ensure that only authorized users or systems can access the transmitted data. The vulnerability scanning system regularly checks the security vulnerabilities in the rule engine management platform to promptly discover and repair potential security risks. The transmission monitoring system monitors the data transmission process in real time, including the speed, flow, and quality of data transmission, and abnormal situations in the data transmission process, such as transmission delays, data loss, network failures, etc., and immediately issues warnings. The security time management system is used to integrate log information from multiple security devices and systems to achieve unified analysis and monitoring.

[0047] Compared with the prior art, the beneficial effects of the present invention are as follows: in the present invention, data is imported through an online system, first through the authentication and authorization system of the access control system. The authentication and authorization system is used to verify the identity of the user and determine his authority, including user name and password, biometrics, digital certificates, tokens; the access control system is used to manage the attributes and access rights of protected resources, such as files, directories, network devices, etc.; the account management system provides management functions such as creation, modification, and deletion of user accounts to ensure the accuracy and security of user information. After setting the data input account, the data is imported; the data security analysis system conducts in-depth mining and analysis of the transmitted data to discover potential security issues and performance bottlenecks. When there is no problem with the data, the data is stored and classified through the data analysis system, and the classified data is imported into the rule configuration system for calculation and verification; the data after calculation is encrypted by the data encryption system to ensure that the data is safe even if it is intercepted during transmission. The data obtained cannot be interpreted by unauthorized users. The establishment and operation of the rule engine management platform are displayed in real time on the display module. During operation, the security detection system is responsible for monitoring and ensuring the security of the data transmission process and the received files. The real-time intrusion detection system implements strict access control policies in real time to ensure that only authorized users or systems can access the transmitted data. The vulnerability scanning system regularly checks the security vulnerabilities in the rule engine management platform, and promptly discovers and repairs potential security risks. The transmission monitoring system monitors the data transmission process in real time, including the speed, flow, and quality of data transmission, and abnormal conditions in the data transmission process, such as transmission delays, data loss, network failures, etc., and immediately issues an early warning. The security time management system is used to integrate log information from multiple security devices and systems to achieve unified analysis and monitoring, which solves the problem that when the rule engine management platform processes a large amount of business data, if the security measures are not in place, sensitive data may be leaked. These data may include user personal information, business transaction records, etc. Once leaked, it will pose a serious threat to user privacy and business security. If the attacker can access and tamper with the business rules in the rule engine, it will cause the system to make decisions and execute according to the wrong logic, which will not only affect the accuracy and efficiency of business operations, but also may cause economic losses and reputation damage. BRIEF DESCRIPTION OF THE DRAWINGS

[0048] Figure 1 It is a schematic diagram of the principle of the present invention;

[0049] Figure 2 It is a schematic diagram of the principle of the access control system in the present invention;

[0050] Figure 3 It is a schematic diagram of the principle of the safety detection system in the present invention. DETAILED DESCRIPTION

[0051] The technical solutions in the embodiments of the present invention will be described clearly and completely below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than all the embodiments.

[0052] See also Figure 1-3 , an embodiment provided by the present invention: based on an online simulation visualization rule engine management platform, including an online system, a data analysis system, a rule configuration system, a rule testing system, a rule model management system and a display module, the online system includes an access control system, a data encryption system and a security detection system, the display module is electrically connected to the online simulation visualization rule engine management platform, the rule configuration system includes a decision tree, a policy tree, a decision table, a rule set, a rule flow and an assignment index, the security detection system includes a real-time intrusion detection system, a vulnerability scanning system, a transmission monitoring system, a data security analysis system and a security time management system;

[0053] Among them, the online system is used to connect with external devices to realize the input and output of the rule engine management platform data, and at the same time encrypt the security of the input data and the output data;

[0054] The rule configuration system can create rule projects according to different business scenarios. Subsequent rule configuration management functions are all based on rule projects. Data models and business rules are managed in the form of rule projects.

[0055] The rule model management system is used to set the rule model used as the basis of the management platform;

[0056] Access control systems restrict access to physical or digital resources to ensure that only authorized users or systems can access specific resources;

[0057] The data encryption system encrypts the data before transmission, ensuring that the data cannot be interpreted by unauthorized users even if it is intercepted during transmission;

[0058] The security detection system is responsible for monitoring and ensuring the security of data transmission and received files;

[0059] Real-time intrusion detection system implements strict access control policies in real time to ensure that only authorized users or systems can access transmitted data;

[0060] The vulnerability scanning system regularly checks the security vulnerabilities in the rule engine management platform to promptly discover and repair potential security risks;

[0061] The transmission monitoring system monitors the data transmission process in real time, including the speed, flow, quality of data transmission, and abnormal conditions during data transmission, such as transmission delay, data loss, network failure, etc., and issues an early warning immediately;

[0062] The data security analysis system conducts in-depth mining and analysis of transmission data to identify potential security issues and performance bottlenecks;

[0063] The security time management system is used to integrate log information from multiple security devices and systems to achieve unified analysis and monitoring.

[0064] See also Figure 1 ,The data analysis system includes data query system, data statistics system, data classification system and data calculation and verification system;

[0065] Among them, the data query system is used to query the data;

[0066] The data statistics system is used to organize and compile statistics;

[0067] Data classification system is used to classify data into different types at different levels;

[0068] The data operation and verification system is used to run rules on data and perform verification.

[0069] See also Figure 1 ,The rule model management system includes a logic expression model, a pattern matching model, a rule query model, a priority setting model, a trigger rule model and a policy rule model;

[0070] Among them, the logical expression model is used to handle complex logical relationships and conditional judgments.

[0071] The pattern matching model uses regular expressions or pattern matching libraries to identify data or events that match specific patterns and trigger corresponding rules;

[0072] The rule query model uses a specialized rule query language to define and match rules, which is usually optimized for rule engines;

[0073] The priority setting model sets the priority for the rules. When multiple rules meet the conditions at the same time, the priority is used to determine which rule to execute.

[0074] The trigger rule model stores business-related data or facts in a database or file system, and the rule engine triggers and executes rules based on these facts;

[0075] The policy rule model selects appropriate policies to execute based on business requirements and context to achieve specific business goals.

[0076] See also Figure 1 ,The rule testing system includes single-item testing system, multi-item testing system and rule calculation system;

[0077] Among them, the single-item test system performs rule testing on single-item data;

[0078] Multiple test systems perform rule tests on multiple data;

[0079] After the rule development is completed, the rule calculation system can be deployed to the computing server according to the deployment file, or it can reference the API jar and embed it into the host business system. The system provides simulation of rule calculation and can verify rule execution in real time.

[0080] See also Figure 2 ,The access control system includes authentication and authorization system, access control system, account management system, access classification system and access record system;

[0081] Among them, the authentication and authorization system is used to verify the identity of users and determine their permissions, including usernames and passwords, biometrics, digital certificates, and tokens;

[0082] Access control systems are used to manage the attributes and access permissions of protected resources, such as files, directories, network devices, etc.

[0083] The account management system provides management functions such as creation, modification, and deletion of user accounts to ensure the accuracy and security of user information;

[0084] The access classification system classifies the account access rights used;

[0085] The access record system records the access and operations of users.

[0086] The management method based on the online simulation visualization rule engine management platform includes the following steps:

[0087] Step 1: The rule configuration system designs rules according to requirements and calls the logic expression model, pattern matching model, rule query model, priority setting model, trigger rule model or strategy rule model in the rule model relationship system to form a decision tree, strategy tree, decision table, rule set, rule flow or assignment index according to requirements;

[0088] Step 2: Use the rule testing system to perform one-way tests and multiple tests on the established rule engine management platform. After the rule development is completed, the rule calculation system can be deployed to the computing server according to the deployment file, providing simulation of rule calculation and real-time verification of rule execution.

[0089] Step 3: Import data through the online system. First, use the authentication and authorization system of the access control system. The authentication and authorization system is used to verify the identity of the user and determine his or her permissions, including username and password, biometrics, digital certificates, and tokens. The access control system is used to manage the attributes and access rights of protected resources, such as files, directories, and network devices. The account management system provides management functions such as creation, modification, and deletion of user accounts to ensure the accuracy and security of user information. After setting up the data input account, import the data.

[0090] Step 4: The data security analysis system conducts in-depth mining and analysis of the transmitted data to discover potential security issues and performance bottlenecks. When there are no problems with the data, the data analysis system is used to store and classify the data. The classified data is then imported into the rule configuration system for calculation and verification.

[0091] Step 5: The data after the operation is encrypted by the data encryption system to ensure that the data cannot be interpreted by unauthorized users even if it is intercepted during transmission. The establishment and operation of the rule engine management platform are displayed in real time on the display module;

[0092] Step 6: During operation, the security detection system is responsible for monitoring and ensuring the security of data transmission and received files. The real-time intrusion detection system implements strict access control policies in real time to ensure that only authorized users or systems can access the transmitted data. The vulnerability scanning system regularly checks the security vulnerabilities in the rule engine management platform to promptly discover and repair potential security risks. The transmission monitoring system monitors the data transmission process in real time, including the speed, flow, and quality of data transmission, and abnormal situations in the data transmission process, such as transmission delays, data loss, network failures, etc., and immediately issues warnings. The security time management system is used to integrate log information from multiple security devices and systems to achieve unified analysis and monitoring.

[0093] It will be apparent to those skilled in the art that the invention is not limited to the details of the exemplary embodiments described above and that the invention can be implemented in other specific forms without departing from the spirit or essential features of the invention. Therefore, the embodiments should be considered exemplary and non-limiting in all respects, and the scope of the invention is defined by the appended claims rather than the foregoing description, and it is intended that all variations falling within the meaning and scope of the equivalent elements of the claims be included in the invention. Any reference numeral in a claim should not be considered as limiting the claim to which it relates.

Claims

1. Based on the online simulation visualization rule engine management platform, it includes an online system, a data analysis system, a rule configuration system, a rule testing system, a rule model management system and a display module, and is characterized by: The online system includes an access control system, a data encryption system and a security detection system. The display module is electrically connected to a management platform based on an online simulation visualization rule engine. The rule configuration system includes a decision tree, a strategy tree, a decision table, a rule set, a rule flow and an assignment index. The security detection system includes a real-time intrusion detection system, a vulnerability scanning system, a transmission monitoring system, a data security analysis system and a security time management system. Among them, the online system is used to connect with external devices to realize the input and output of the rule engine management platform data, and at the same time encrypt the security of the input data and the output data; The rule configuration system can create rule projects according to different business scenarios. Subsequent rule configuration management functions are all based on rule projects. Data models and business rules are managed in the form of rule projects. The rule model management system is used to set the rule model used as the basis of the management platform; Access control systems restrict access to physical or digital resources to ensure that only authorized users or systems can access specific resources; The data encryption system encrypts the data before transmission, ensuring that the data cannot be interpreted by unauthorized users even if it is intercepted during transmission; The security detection system is responsible for monitoring and ensuring the security of data transmission and received files; Real-time intrusion detection system implements strict access control policies in real time to ensure that only authorized users or systems can access transmitted data; The vulnerability scanning system regularly checks the security vulnerabilities in the rule engine management platform to promptly discover and repair potential security risks; The transmission monitoring system monitors the data transmission process in real time, including the speed, flow, quality of data transmission, and abnormal conditions during data transmission, such as transmission delay, data loss, network failure, etc., and issues an early warning immediately; The data security analysis system conducts in-depth mining and analysis of transmission data to identify potential security issues and performance bottlenecks; The security time management system is used to integrate log information from multiple security devices and systems to achieve unified analysis and monitoring.

2. The online simulation visualization rule engine management platform according to claim 1 is characterized in that: The data analysis system includes a data query system, a data statistics system, a data classification system and a data calculation and verification system; Among them, the data query system is used to query the data; The data statistics system is used to organize and compile statistics; Data classification system is used to classify data into different types at different levels; The data operation and verification system is used to run rules on data and perform verification.

3. The online simulation visualization rule engine management platform according to claim 1 is characterized in that: The rule model management system includes a logic expression model, a pattern matching model, a rule query model, a priority setting model, a trigger rule model and a strategy rule model; Among them, the logical expression model is used to handle complex logical relationships and conditional judgments. The pattern matching model uses regular expressions or pattern matching libraries to identify data or events that match specific patterns and trigger corresponding rules; The rule query model uses a specialized rule query language to define and match rules, which is usually optimized for rule engines; The priority setting model sets the priority for the rules. When multiple rules meet the conditions at the same time, the priority is used to determine which rule to execute. The trigger rule model stores business-related data or facts in a database or file system, and the rule engine triggers and executes rules based on these facts; The policy rule model selects appropriate policies to execute based on business requirements and context to achieve specific business goals.

4. The online simulation visualization rule engine management platform according to claim 1 is characterized in that: The rule testing system includes a single-item testing system, a multi-item testing system and a rule calculation system; Among them, the single-item test system performs rule testing on single-item data; Multiple test systems perform rule tests on multiple data; After the rule development is completed, the rule calculation system can be deployed to the computing server according to the deployment file, or it can reference the API jar and embed it into the host business system. The system provides simulation of rule calculation and can verify rule execution in real time.

5. The online simulation visualization rule engine management platform according to claim 1 is characterized in that: The access control system includes an authentication and authorization system, an access control system, an account management system, an access classification system and an access record system; Among them, the authentication and authorization system is used to verify the identity of users and determine their permissions, including usernames and passwords, biometrics, digital certificates, and tokens; Access control systems are used to manage the attributes and access permissions of protected resources, such as files, directories, network devices, etc. The account management system provides management functions such as creation, modification, and deletion of user accounts to ensure the accuracy and security of user information; The access classification system classifies the account access rights used; The access record system records the access and operations of users.

6. A management method based on an online simulation visualization rule engine management platform according to any one of claims 1 to 5, characterized in that: The steps include: Step 1: The rule configuration system designs rules according to requirements and calls the logic expression model, pattern matching model, rule query model, priority setting model, trigger rule model or strategy rule model in the rule model relationship system to form a decision tree, strategy tree, decision table, rule set, rule flow or assignment index according to requirements; Step 2: Use the rule testing system to perform one-way tests and multiple tests on the established rule engine management platform. After the rule development is completed, the rule calculation system can be deployed to the computing server according to the deployment file, providing simulation of rule calculation and real-time verification of rule execution. Step 3: Import data through the online system, first through the authentication and authorization system of the access control system. The authentication and authorization system is used to verify the identity of the user and determine his or her permissions, including username and password, biometrics, digital certificates, and tokens; Access control systems are used to manage the attributes and access permissions of protected resources, such as files, directories, network devices, etc. The account management system provides management functions such as creation, modification, and deletion of user accounts to ensure the accuracy and security of user information. After setting up the data input account, import the data; Step 4: The data security analysis system conducts in-depth mining and analysis of the transmitted data to discover potential security issues and performance bottlenecks. When there are no problems with the data, the data analysis system is used to store and classify the data. The classified data is then imported into the rule configuration system for calculation and verification. Step 5: The data after the operation is encrypted by the data encryption system to ensure that the data cannot be interpreted by unauthorized users even if it is intercepted during transmission. The establishment and operation of the rule engine management platform are displayed in real time on the display module; Step 6: During operation, the security detection system is responsible for monitoring and ensuring the security of data transmission and received files. The real-time intrusion detection system implements strict access control policies in real time to ensure that only authorized users or systems can access the transmitted data. The vulnerability scanning system regularly checks the security vulnerabilities in the rule engine management platform to promptly discover and repair potential security risks. The transmission monitoring system monitors the data transmission process in real time, including the speed, flow, and quality of data transmission, and abnormal situations in the data transmission process, such as transmission delays, data loss, network failures, etc., and immediately issues warnings. The security time management system is used to integrate log information from multiple security devices and systems to achieve unified analysis and monitoring.

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