CN114172786A - Method and device for dynamically adjusting network monitoring threshold based on TR069 protocol and NETCONF protocol - Google Patents

Method and device for dynamically adjusting network monitoring threshold based on TR069 protocol and NETCONF protocol Download PDF

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Publication number
CN114172786A
CN114172786A CN202111474355.0A CN202111474355A CN114172786A CN 114172786 A CN114172786 A CN 114172786A CN 202111474355 A CN202111474355 A CN 202111474355A CN 114172786 A CN114172786 A CN 114172786A
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netconf
monitoring
protocol
time period
alarm threshold
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朱文进
郭士魏
刘少卿
房杰
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China Telecom Digital Intelligence Technology Co Ltd
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China Telecom Group System Integration Co Ltd
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Priority to CN202111474355.0A priority Critical patent/CN114172786A/en
Publication of CN114172786A publication Critical patent/CN114172786A/en
Priority to PCT/CN2022/100943 priority patent/WO2023098046A1/en
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/06Management of faults, events, alarms or notifications
    • H04L41/0604Management of faults, events, alarms or notifications using filtering, e.g. reduction of information by using priority, element types, position or time
    • H04L41/0622Management of faults, events, alarms or notifications using filtering, e.g. reduction of information by using priority, element types, position or time based on time
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00Network architectures or network communication protocols for network security
    • H04L63/14Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1408Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
    • H04L63/1416Event detection, e.g. attack signature detection

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Computer Security & Cryptography (AREA)
  • Computer Hardware Design (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)

Abstract

The invention discloses a method for dynamically adjusting a network monitoring threshold based on a TR069 protocol and a NETCONF protocol, which comprises the following steps: the NETCONF client subscribes an event notification for monitoring an alarm threshold in the NETCONF server; after the NETCONF server reports a monitoring triggering event message to the NETCONF client, the network management server monitors the NETCONF server based on a TR069 protocol, and marks the state of the network traffic data exceeding an alarm threshold as abnormal, otherwise, the marked state is false alarm; and the NETCONF client adjusts the alarm threshold of the next monitoring time period according to the marking result of the network management server. The invention also provides a device for dynamically adjusting the network monitoring threshold based on the TR069 protocol and the NETCONF protocol. The invention can improve the operation and maintenance guarantee capability of the management network equipment.

Description

Method and device for dynamically adjusting network monitoring threshold based on TR069 protocol and NETCONF protocol
Technical Field
The invention relates to the technical field of network security. More specifically, the invention relates to a method and a device for dynamically adjusting a network monitoring threshold based on a TR069 protocol and a NETCONF protocol.
Background
With the gradual deepening of the digital development, the equipment in operation of each unit is gradually increased, and compared with the equipment increased by 10-100 times before ten years, even though the operation and maintenance is developed from manual operation and maintenance to tool operation and maintenance and platform operation and maintenance, the requirements of the current large-scale networking on the operation and maintenance still cannot be met. Meanwhile, the monitoring of the mass IPv6 addresses also increases more operation and maintenance pressure and technical problems for the current operation and maintenance environment of the machine room. On such a large scale, monitoring the monitoring duration of the network equipment by manual experience and automation operation and maintenance becomes a technical bottleneck restricting operation and maintenance work. In the prior art, the requirement on monitoring timeliness is difficult to achieve, and the setting of the network traffic threshold mainly depends on manual experience, so a new technical scheme needs to be introduced urgently.
Disclosure of Invention
The invention aims to provide a method and a device for dynamically adjusting a network monitoring threshold based on a TR069 protocol and a NETCONF protocol, which can improve the operation and maintenance guarantee capability of network equipment management.
To achieve these objects and other advantages and in accordance with the purpose of the invention, as embodied and broadly described herein, the present invention provides a method for dynamically adjusting a network monitoring threshold based on a TR069 protocol and a NETCONF protocol, comprising: the NETCONF client subscribes an event notification for monitoring an alarm threshold in the NETCONF server; after the NETCONF server reports a monitoring triggering event message to the NETCONF client, the network management server monitors the NETCONF server based on a TR069 protocol, and marks the state of the network traffic data exceeding an alarm threshold as abnormal, otherwise, the marked state is false alarm; and the NETCONF client adjusts the alarm threshold of the next monitoring time period according to the marking result of the network management server.
Further, the method for adjusting the alarm threshold of the next monitoring time period by the NETCONF client according to the marking result of the network management server includes: acquiring an alarm threshold and a marking result of each monitoring time period in a preset historical time period, and calculating the alarm threshold by using the following formula: the alarm threshold value is a weighted average alarm threshold value-a false alarm threshold value factor-a weighted average alarm threshold value-a floating threshold value factor, the false alarm threshold value factor is a total number of false alarms in a preset historical time period/the number of monitoring time periods in the preset historical time period, and the floating threshold value factor is a total number of anomalies in the preset historical time period/the number of monitoring time periods in the preset historical time period.
Further, still include: and the NETCONF client re-subscribes the event notification for monitoring the alarm threshold according to the alarm threshold of the next monitoring time period.
Further, the NETCONF server converts the trigger monitoring event message into a format which can be identified by the NETCONF client and then sends the trigger monitoring event message to the NETCONF client.
Further, the NETCONF client stores the alarm threshold value and the marking result of each monitoring time period to a historical monitoring database as the alarm threshold value for adjusting the next monitoring time period.
Further, the monitoring period is 1 minute and the predetermined historical period is 60 minutes.
Further, the monitoring period is 1 second and the predetermined historical period is 60 seconds.
According to another aspect of the present invention, there is provided a device for dynamically adjusting a network monitoring threshold based on a TR069 protocol and a NETCONF protocol, including: the NETCONF client is used for subscribing event notifications for monitoring alarm threshold values in the NETCONF server; and the network management server is used for monitoring the NETCONF server based on a TR069 protocol after the NETCONF server reports the monitoring triggering event message to the NETCONF client, and marking the state of the network flow data exceeding the alarm threshold as abnormal, otherwise, marking the state as false alarm, so that the NETCONF client adjusts the alarm threshold of the next monitoring time period according to the marking result of the network management server.
Further, the method for adjusting the alarm threshold of the next monitoring time period by the NETCONF client according to the marking result of the network management server includes: acquiring an alarm threshold and a marking result of each monitoring time period in a preset historical time period, and calculating the alarm threshold by using the following formula: the alarm threshold value is a weighted average alarm threshold value-a false alarm threshold value factor-a weighted average alarm threshold value-a floating threshold value factor, the false alarm threshold value factor is a total number of false alarms in a preset historical time period/the number of monitoring time periods in the preset historical time period, and the floating threshold value factor is a total number of anomalies in the preset historical time period/the number of monitoring time periods in the preset historical time period.
Further, the NETCONF client is further configured to re-subscribe to event notifications for monitoring the alarm threshold according to the alarm threshold of the next monitoring time period.
The invention at least comprises the following beneficial effects:
according to the invention, a TR069 protocol is combined with a NETCONF protocol, a NETCONF client subscribes an event notice for monitoring an alarm threshold in a NETCONF server, a network management server carries out secondary active monitoring on the NETCONF server based on the TR069 protocol, and a method of adjusting a monitoring threshold of more intelligent and efficient network equipment is introduced to replace the method of mainly setting the monitoring threshold of the network equipment by means of manual experience, so that the probability of sensitive misjudgment of a network is greatly reduced, and the operation and maintenance guarantee capability of the network equipment is improved.
Additional advantages, objects, and features of the invention will be set forth in part in the description which follows and in part will become apparent to those having ordinary skill in the art upon examination of the following or may be learned from practice of the invention.
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FIG. 1 is a flow chart of the present invention.
Detailed Description
The present invention is further described in detail below with reference to the attached drawings so that those skilled in the art can implement the invention by referring to the description text.
It will be understood that terms such as "having," "including," and "comprising," as used herein, do not preclude the presence or addition of one or more other elements or groups thereof.
The embodiment of the application provides a method for dynamically adjusting a network monitoring threshold based on a TR069 protocol and a NETCONF protocol, which comprises the following steps:
s1, subscribing an event notification for monitoring an alarm threshold in the NETCONF server by the NETCONF client, specifically completing notification setting in a ColumnCondition field, and setting a monitoring time interval;
s2, after the NETCONF server reports the trigger monitoring event message to the NETCONF client, the network management server monitors the NETCONF server based on TR069 protocol, and marks the state of the network flow data exceeding the alarm threshold as abnormal, otherwise, the marked state is false alarm; in the TR-069, the network management Server is called as an ACS (Auto Configuration Server) and has a special IP address and URL, the managed device acquires the URL of the ACS through the DHCP Server, after acquiring the network management IP, the managed device starts to establish an HTTP session according to the URL of the ACS, and after establishing the session, initialization is required to be performed for the purpose of performing identity authentication, the ACS needs to ensure the legitimacy of the managed device, and after the initialization is completed, the network management Server can acquire various monitoring information from a NETCONF Server (CPE);
and S3, adjusting the alarm threshold of the next monitoring time period by the NETCONF client according to the marking result of the network management server, wherein if the abnormal mark is less, the alarm threshold needs to be properly adjusted, and the monitoring precision is improved.
It can be seen that, in the embodiment, the TR069 protocol is combined with the NETCONF protocol, where a NETCONF client subscribes to setting of a first alarm threshold for monitoring a monitoring event in (CPE), and historical monitoring database data is obtained from manual experience judgment. And obtaining the dynamic network flow threshold value in the next monitoring time period through multi-index calculation and analysis comprehensive judgment, and finishing the dynamic setting of the network monitoring threshold value. By introducing a more intelligent and efficient method for judging the monitoring threshold of the network equipment to replace the method of mainly setting the monitoring threshold of the network equipment by means of manual experience, the probability of sensitive misjudgment of the network is greatly reduced, and the operation and maintenance guarantee capability of managing the network equipment is improved.
In other embodiments, the method for adjusting the alarm threshold of the next monitoring time period by the NETCONF client according to the marking result of the network management server includes: acquiring an alarm threshold and a marking result of each monitoring time period in a preset historical time period, and calculating the alarm threshold by using the following formula: the alarm threshold value is a weighted average alarm threshold value-a false alarm threshold value factor-a weighted average alarm threshold value-a floating threshold value factor, the false alarm threshold value factor is a total number of false alarms in a preset historical time period/the number of monitoring time periods in the preset historical time period, and the floating threshold value factor is a total number of anomalies in the preset historical time period/the number of monitoring time periods in the preset historical time period. Taking a history time period of 60 seconds and a monitoring time period of 1 second as an example, firstly, calculating a weighted average threshold value per minute, and dividing the sum of the threshold values per minute for 60 seconds by 60 seconds to obtain a weighted average value; secondly, calculating a floating threshold factor per minute, and dividing the total number of marked states as abnormal in 60 seconds per minute by 60 seconds to obtain an adjustment factor percentage, wherein 0 represents no; then, calculating a false alarm threshold factor, and dividing the total number of the false alarms marked in 60 seconds per minute by 60 seconds to obtain the percentage of the false alarm threshold factor, wherein 0 represents no; finally, a dynamic network traffic per minute threshold is calculated (weighted average per minute threshold- (weighted average per minute threshold X false positive threshold factor)) - (weighted average per minute threshold X floating threshold per minute factor).
In other embodiments, further comprising: the NETCONF client re-subscribes the event notification for monitoring the alarm threshold value according to the alarm threshold value of the next monitoring time period, and because the NETCONF server only reports once after each subscription, the alarm threshold value is re-calculated after each report, and the NETCONF server subscribes.
In other embodiments, the NETCONF server converts the trigger monitoring event message into a format that can be recognized by the NETCONF client and then sends the trigger monitoring event message to the NETCONF client, so that the NETCONF client can recognize and analyze the trigger monitoring event message.
In other embodiments, the NETCONF client stores the alarm threshold and the flag result of each monitoring time period in the historical monitoring database, and the alarm threshold and the flag result are used for adjusting the alarm threshold of the next monitoring time period, so that data in the historical time period can be taken out in real time, and the alarm threshold of the next monitoring time period can be calculated.
In other embodiments, the monitoring period is 1 minute and the predetermined historical period is 60 minutes for routine monitoring.
In other embodiments, the monitoring period is 1 second and the predetermined historical period is 60 seconds to achieve second level monitoring.
In other embodiments, the monitoring event message is triggered by the (CPE) and then actively reported to the NETCONF client, which analyzes the (CPE) subscription monitoring event message. And (CPE) interoperates through a specific RPC method of a TR069 protocol between the ACS and the CPE to complete secondary active monitoring on the NETCONF client. And meanwhile, the state of the network flow data exceeding the first alarm threshold is marked as abnormal, otherwise, the marked state is false alarm. And finally, storing a first alarm threshold value of no report message in the subscribed monitoring event of the NETCONF client, a first alarm threshold value of report information and a mark state into a historical monitoring database as a threshold value calculation data basis of the next hour. And then acquiring a one-hour threshold value on the historical monitoring database and marking the state. And obtaining the dynamic network flow threshold value of each minute in the last hour through multi-index calculation and analysis comprehensive judgment. After the dynamic network flow threshold value per minute is obtained, the configuration file of the subscription parameters is changed through the Netconf subscription monitoring event, the first alarm threshold value of the subscription monitoring event is changed, and therefore the dynamic setting of the network monitoring threshold value is completed.
The embodiment of the present application further provides a device for dynamically adjusting a network monitoring threshold based on a TR069 protocol and a NETCONF protocol, including: the NETCONF client is used for subscribing event notifications for monitoring alarm threshold values in the NETCONF server; and the network management server is used for monitoring the NETCONF server based on a TR069 protocol after the NETCONF server reports the monitoring triggering event message to the NETCONF client, and marking the state of the network flow data exceeding the alarm threshold as abnormal, otherwise, marking the state as false alarm, so that the NETCONF client adjusts the alarm threshold of the next monitoring time period according to the marking result of the network management server. The NETCONF client subscribes an event notification for monitoring an alarm threshold in the NETCONF server, specifically, the notification setting can be completed in a ColumCondition field, and the interval of a monitoring time period can be set; after the NETCONF server reports a monitoring triggering event message to the NETCONF client, the network management server monitors the NETCONF server based on a TR069 protocol, and marks the state of the network traffic data exceeding an alarm threshold as abnormal, otherwise, the marked state is false alarm; in the TR-069, the network management Server is called as an ACS (Auto Configuration Server) and has a special IP address and URL, the managed device acquires the URL of the ACS through the DHCP Server, after acquiring the network management IP, the managed device starts to establish an HTTP session according to the URL of the ACS, and after establishing the session, initialization is required to be performed for the purpose of performing identity authentication, the ACS needs to ensure the legitimacy of the managed device, and after the initialization is completed, the network management Server can acquire various monitoring information from a NETCONF Server (CPE); and the NETCONF client adjusts the alarm threshold of the next monitoring time period according to the marking result of the network management server, if the abnormal mark is less, the alarm threshold needs to be properly adjusted down, and the monitoring precision is improved.
In other embodiments, the method for adjusting the alarm threshold of the next monitoring time period by the NETCONF client according to the marking result of the network management server includes: acquiring an alarm threshold and a marking result of each monitoring time period in a preset historical time period, and calculating the alarm threshold by using the following formula: the alarm threshold value is a weighted average alarm threshold value-a false alarm threshold value factor-a weighted average alarm threshold value-a floating threshold value factor, the false alarm threshold value factor is a total number of false alarms in a preset historical time period/the number of monitoring time periods in the preset historical time period, and the floating threshold value factor is a total number of anomalies in the preset historical time period/the number of monitoring time periods in the preset historical time period. Taking a history time period of 60 seconds and a monitoring time period of 1 second as an example, firstly, calculating a weighted average threshold value per minute, and dividing the sum of the threshold values per minute for 60 seconds by 60 seconds to obtain a weighted average value; secondly, calculating a floating threshold factor per minute, and dividing the total number of marked states as abnormal in 60 seconds per minute by 60 seconds to obtain an adjustment factor percentage, wherein 0 represents no; then, calculating a false alarm threshold factor, and dividing the total number of the false alarms marked in 60 seconds per minute by 60 seconds to obtain the percentage of the false alarm threshold factor, wherein 0 represents no; finally, a dynamic network traffic per minute threshold is calculated (weighted average per minute threshold- (weighted average per minute threshold X false positive threshold factor)) - (weighted average per minute threshold X floating threshold per minute factor).
In other embodiments, the NETCONF client is further configured to re-subscribe to the event notification for monitoring the alarm threshold according to the alarm threshold of the next monitoring time period, and since the NETCONF server is only reported once after each subscription, the alarm threshold is re-calculated after each report, and the NETCONF server subscribes.
The number of apparatuses and the scale of the process described herein are intended to simplify the description of the present invention. The application, modification and variation of the method and device for dynamically adjusting the network monitoring threshold based on the TR069 protocol and the NETCONF protocol of the present invention will be apparent to those skilled in the art.
While embodiments of the invention have been described above, it is not limited to the applications set forth in the description and the embodiments, which are fully applicable in various fields of endeavor to which the invention pertains, and further modifications may readily be made by those skilled in the art, it being understood that the invention is not limited to the details shown and described herein without departing from the general concept defined by the appended claims and their equivalents.

Claims (10)

1. The method for dynamically adjusting the network monitoring threshold based on the TR069 protocol and the NETCONF protocol is characterized by comprising the following steps of:
the NETCONF client subscribes an event notification for monitoring an alarm threshold in the NETCONF server;
after the NETCONF server reports a monitoring triggering event message to the NETCONF client, the network management server monitors the NETCONF server based on a TR069 protocol, and marks the state of the network traffic data exceeding an alarm threshold as abnormal, otherwise, the marked state is false alarm;
and the NETCONF client adjusts the alarm threshold of the next monitoring time period according to the marking result of the network management server.
2. The method for dynamically adjusting the network monitoring threshold based on the TR069 protocol and the NETCONF protocol as claimed in claim 1, wherein the method for adjusting the alarm threshold of the next monitoring time period by the NETCONF client according to the marking result of the network management server includes:
acquiring an alarm threshold and a marking result of each monitoring time period in a preset historical time period, and calculating the alarm threshold by using the following formula:
the alarm threshold value is a weighted average alarm threshold value-a false alarm threshold value factor-a weighted average alarm threshold value-a floating threshold value factor, the false alarm threshold value factor is a total number of false alarms in a preset historical time period/the number of monitoring time periods in the preset historical time period, and the floating threshold value factor is a total number of anomalies in the preset historical time period/the number of monitoring time periods in the preset historical time period.
3. The method for dynamically adjusting the network monitoring threshold based on the TR069 protocol and the NETCONF protocol as claimed in claim 1 or 2, further comprising:
and the NETCONF client re-subscribes the event notification for monitoring the alarm threshold according to the alarm threshold of the next monitoring time period.
4. The method for dynamically adjusting network monitoring threshold based on TR069 protocol and NETCONF protocol as claimed in claim 1, wherein the NETCONF server converts the trigger monitoring event message into a format that can be recognized by the NETCONF client and then sends the message to the NETCONF client.
5. The method for dynamically adjusting network monitoring threshold based on TR069 protocol and NETCONF protocol as claimed in claim 1, wherein NETCONF client stores the alarm threshold and the flag result of each monitoring time period in the historical monitoring database as the alarm threshold for adjusting the next monitoring time period.
6. The method for dynamically adjusting the network monitoring threshold based on the TR069 protocol and the NETCONF protocol as claimed in claim 2, wherein the monitoring time period is 1 minute, and the predetermined historical time period is 60 minutes.
7. The method for dynamically adjusting network monitoring threshold based on TR069 protocol and NETCONF protocol as claimed in claim 2, wherein the monitoring time period is 1 second, and the predetermined historical time period is 60 seconds.
8. Network monitoring threshold value dynamic adjustment device based on TR069 agreement and NETCONF agreement, its characterized in that includes:
the NETCONF client is used for subscribing event notifications for monitoring alarm threshold values in the NETCONF server;
and the network management server is used for monitoring the NETCONF server based on a TR069 protocol after the NETCONF server reports the monitoring triggering event message to the NETCONF client, and marking the state of the network flow data exceeding the alarm threshold as abnormal, otherwise, marking the state as false alarm, so that the NETCONF client adjusts the alarm threshold of the next monitoring time period according to the marking result of the network management server.
9. The device for dynamically adjusting the network monitoring threshold based on the TR069 protocol and the NETCONF protocol as claimed in claim 8, wherein the method for adjusting the alarm threshold of the next monitoring time period by the NETCONF client according to the marking result of the network management server includes:
acquiring an alarm threshold and a marking result of each monitoring time period in a preset historical time period, and calculating the alarm threshold by using the following formula:
the alarm threshold value is a weighted average alarm threshold value-a false alarm threshold value factor-a weighted average alarm threshold value-a floating threshold value factor, the false alarm threshold value factor is a total number of false alarms in a preset historical time period/the number of monitoring time periods in the preset historical time period, and the floating threshold value factor is a total number of anomalies in the preset historical time period/the number of monitoring time periods in the preset historical time period.
10. The device for dynamically adjusting network monitoring threshold based on TR069 protocol and NETCONF protocol as claimed in claim 8 or 9, wherein the NETCONF client is further configured to re-subscribe to event notifications for monitoring the alarm threshold according to the alarm threshold of the next monitoring time period.
CN202111474355.0A 2021-12-03 2021-12-03 Method and device for dynamically adjusting network monitoring threshold based on TR069 protocol and NETCONF protocol Pending CN114172786A (en)

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