WO2023178923A1

WO2023178923A1 - Intelligent monitoring micro-adjustment method and apparatus, device, and storage medium

Info

Publication number: WO2023178923A1
Application number: PCT/CN2022/115312
Authority: WO
Inventors: 刘成平; 张东; 郭锋; 曹永奇
Original assignee: 苏州浪潮智能科技有限公司
Priority date: 2022-03-23
Filing date: 2022-08-26
Publication date: 2023-09-28
Also published as: CN114389971A; CN114389971B

Abstract

Disclosed in the present application are an intelligent monitoring micro-adjustment method and apparatus, a device, and a storage medium. The method comprises: when hardware of a target server has changed, acquiring hardware information corresponding to the hardware, which has changed, of the target server, and taking the hardware information as target information; on the basis of the target information, matching a corresponding monitoring item from a preset monitoring item storage system, and on the basis of the matching monitoring item, correspondingly adjusting monitoring item information of the target server; and on the basis of the monitoring item information of the target server, monitoring the target server, wherein the target server is any server that needs to be monitored, and the monitoring item storage system stores all the monitoring items that can be used when a server is monitored.

Description

An intelligent monitoring fine-adjustment method, device, equipment and storage medium

Cross-references to related applications

This application requires the priority of the Chinese patent application submitted to the China Patent Office on March 23, 2022, with the application number 202210285156.3, and the application name is "An intelligent monitoring fine-adjustment method, device, equipment and storage medium", and its entire content incorporated herein by reference.

Technical field

The present application relates to the field of computer monitoring technology, and more specifically, to an intelligent monitoring fine-adjustment method, device, equipment and storage medium.

Background technique

The scale of current data center monitoring is getting larger and larger, and it is normal to use monitoring platforms for unified operation and maintenance management. As the number of servers that need to be monitored increases, the number of server failures is gradually increasing. Repairing servers and replacing hardware is a mainstream way to solve faults. The inventor realized that after the server is replaced with new hardware, due to The manufacturers and configurations of new hardware may change. For these newly updated hardware, how to quickly incorporate them into the unified operation and maintenance project of the infrastructure, so that users can more conveniently and quickly perform integrated automatic operation and maintenance management? This has become an urgent problem to be solved by those skilled in the art.

Contents of the invention

This application provides the following technical solutions:

An intelligent monitoring and fine-tuning method, including:

In response to the hardware change of the target server, obtaining the hardware information corresponding to the changed hardware of the target server is the target information; wherein the target server is any server that needs to be monitored;

Based on the above target information, the corresponding monitoring items are matched from the preset monitoring item storage system, and the monitoring item information of the above target server is adjusted accordingly based on the matched monitoring items; wherein, the monitoring items stored in the above monitoring item storage system All monitoring items that can be used when running the server; and

Realize monitoring of the above target server based on the monitoring item information of the above target server.

An intelligent monitoring and fine-tuning device, including:

An information acquisition module, configured to: in response to changes in the hardware of the target server, obtain hardware information corresponding to the changed hardware of the target server as target information; wherein the target server is any server that needs to be monitored;

The monitoring adjustment module is used to: match the corresponding monitoring items from the preset monitoring item storage system based on the above target information, and make corresponding adjustments to the monitoring item information of the above target server based on the matched monitoring items; wherein, the above monitoring All monitoring items that can be used when the monitoring server is stored in the item storage system; and

The hardware monitoring module is used to monitor the above-mentioned target server based on the monitoring item information of the above-mentioned target server.

An intelligent monitoring and fine-tuning device, including:

Memory for storing computer-readable instructions; and

One or more processors are used to implement the steps of the above-mentioned intelligent monitoring and fine-tuning method when executing the above-mentioned computer-readable instructions.

A non-volatile computer-readable storage medium. The above-mentioned non-volatile computer-readable storage medium stores computer-readable instructions. When the above-mentioned computer-readable instructions are executed by one or more processors, the above-mentioned intelligent monitoring is realized. Steps for fine-tuning the method.

The details of one or more embodiments of the present application are set forth in the accompanying drawings and the description below. Other features and advantages of the application will be apparent from the description, drawings, and claims.

Description of the drawings

In order to explain the embodiments of the present application or the technical solutions in the prior art more clearly, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings in the following description are only This is an embodiment of the present application. For those of ordinary skill in the art, other drawings can be obtained based on the provided drawings without exerting creative efforts.

Figure 1 is a flow chart of an intelligent monitoring fine-adjustment method provided by one or more embodiments of the present application;

Figure 2 is a schematic diagram of a specific implementation of an intelligent monitoring fine-adjustment method provided by one or more embodiments of the present application;

Figure 3 is a schematic structural diagram of an intelligent monitoring fine adjustment device provided by one or more embodiments of the present application;

Figure 4 is an internal structure diagram of an intelligent monitoring and fine-tuning device provided by one or more embodiments of the present application.

Detailed ways

The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only some of the embodiments of the present application, rather than all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by those of ordinary skill in the art without creative efforts fall within the scope of protection of this application.

Please refer to Figure 1, which shows a flow chart of an intelligent monitoring fine-adjustment method provided by an embodiment of the present application. Specifically, it may include:

S11: In response to a change in the hardware of the target server, obtain the hardware information corresponding to the changed hardware of the target server as target information; where the target server is any server that needs to be monitored.

It should be noted that the embodiment of the present application utilizes a monitoring system including a monitoring platform to monitor servers; specifically, for servers that have been included in the monitoring system, they need to be monitored, so that any servers among them need to be monitored. When the hardware of the server changes, the corresponding monitoring item information is adjusted based on the changed hardware of any server. Among them, the hardware of the server can include HBA (Host Bus Adapter, host bus adapter) card, switch, router, etc. The hardware information of the hardware in the server is information that can be used to identify the corresponding hardware, which can include the manufacturer, SN (Serial Number, product) serial number), performance parameters, etc.

S12: Match the corresponding monitoring items from the preset monitoring item storage system based on the target information, and adjust the monitoring item information of the target server accordingly based on the matched monitoring items; wherein, the monitoring item storage system stores the monitoring server All monitoring items that can be used at the time.

The monitoring item storage system is a preset storage system. Its main function is to store all monitoring items that can be used by the monitoring system. The monitoring items are customized minimized monitoring components, including CPU monitoring items, MEM (Memory, memory) monitoring items, Hard disk monitoring items, GPU monitoring items, network card monitoring items, power supply monitoring items, fan monitoring items, backplane monitoring items, external hardware HBA card monitoring items, etc. Among them, the CPU monitoring items can include monitoring items from different manufacturers and configurations. Each CPU can adopt different monitoring items according to the manufacturer, number of cores, main frequency and other parameters. The monitoring items for other hardware are similar. According to different manufacturers, Configuration and other parameters that affect performance are different, and different monitoring items are defined for the same type of hardware. Based on the monitoring item storage system, when the hardware of any server included in the monitoring system changes, the monitoring item corresponding to the changed hardware can be matched from the monitoring item storage system, and then the monitoring item information of any server can be matched based on this Adjustment is made so that the monitoring item information of any server matches all the hardware contained in the arbitrary server after the hardware change occurs, and then instructs the monitoring system to collect the data corresponding to each monitoring item of the monitoring item information of any server in real time or regularly. , to monitor any server based on the collected data. Among them, the monitoring item information of any server is the information including the monitoring items that each hardware in the arbitrary server matches respectively, that is, the information of each monitoring item that needs to implement data collection for the arbitrary server. Specifically, it can be the corresponding monitoring item. Scripts and other settings can also be made according to actual needs, which are all within the protection scope of this application.

S13: Monitor the target server based on the monitoring item information of the target server.

In this application, when the hardware of any server changes, the monitoring item storage system that stores all monitoring items that can be used when monitoring the server matches the monitoring items of the changed hardware, and then adjusts the monitoring item information of any server based on this. , so that the monitoring item information of the arbitrary server matches the hardware after the hardware changes, and then the monitoring of the arbitrary server is realized based on the monitoring item information of the arbitrary server. Among them, this application can automatically match the corresponding monitoring items and adjust the monitoring item information when the server's hardware changes, so that the server's monitoring item information matches the server after the hardware change occurs, and then realizes the server based on the monitoring item information. Effective monitoring shows that when the hardware changes, this application can quickly incorporate the updated hardware into the unified operation and maintenance of the infrastructure, thereby enabling users to conduct integrated automatic operation and maintenance management more conveniently and quickly.

An intelligent monitoring fine-adjustment method provided by embodiments of this application makes corresponding adjustments to the monitoring item information of the target server based on the matched monitoring items, which may include:

In response to the change in the hardware of the target server, specifically by adding hardware, the corresponding information of the matched monitoring item is added to the monitoring item information of the target server; or in response to the change of the hardware of the target server, specifically by deleting the hardware, the corresponding information of the matched monitoring item is added. The corresponding information of the monitoring item is deleted from the monitoring item information of the target server.

It should be noted that changes to hardware may be additions or deletions; specifically, when new hardware is added to any server, the corresponding information of the matched monitoring items can be automatically added to the monitoring of any server. In the item information, when any server deletes hardware, the information of the monitoring item corresponding to the deleted hardware in the monitoring item information of any server can be automatically deleted. In this way, the server monitoring range can be updated in this simple and fast way without manual adjustment. It can plug and start when adding hardware and pull and stop when deleting hardware, avoiding manual omissions. Ineffective monitoring. In addition, the monitoring item information can be a corresponding script. Therefore, adding the monitoring item corresponding information to the monitoring item information of the corresponding server means adding the monitoring item script to all monitoring item scripts of the corresponding server, and the monitoring item corresponding information is removed from the corresponding server. Deletion from the monitoring item information of the server means deleting the monitoring item script from all monitoring item scripts of the corresponding server; of course, other settings based on actual needs are also within the scope of protection of this application.

An intelligent monitoring fine-adjustment method provided by embodiments of the present application may also include:

In response to the change in the hardware of the target server, specifically adding hardware, and the added hardware is the same brand and configuration as the existing hardware in the target server, detecting the increased system pressure on the target server after adding the hardware, and responding When the increased system pressure reaches the pressure increase threshold, corresponding expansion configuration prompt information is output; where the system pressure includes CPU load and/or memory utilization and/or network port speed.

For new hardware, it may be new hardware with the same configuration (new hardware with the same configuration and brand as any hardware that already exists in the server), or new hardware with heterogeneous configuration (new hardware with the same configuration and brand as the existing hardware in the server). Existing hardware configurations and/or hardware of different brands); in the embodiment of this application, when new hardware with the same configuration is added, the monitoring item script of the newly added hardware is automatically loaded and added to all monitoring item scripts of the corresponding server. , it can also detect the pressure on the monitoring system itself (i.e. system pressure) after adding new hardware. The indicators of system pressure can include the monitoring system's own CPU load, its own memory utilization and its own network port speed, etc., and then detect the system pressure. If the increase caused by new hardware reaches the pressure increase threshold set based on actual needs, a prompt message for the configuration of the expanded service host will be output to ensure that the monitoring system can work normally and will not be down due to new hardware. Among them, the pressure increase threshold can be set to 10%. Of course, other settings can also be made according to actual needs, which are all within the protection scope of this application.

In response to changes in the hardware of the target server, specifically adding hardware, and the added hardware is of a different brand and/or configuration from the hardware that already exists in the target server, obtain the user's alarm setting information corresponding to the added hardware, and based on the alarm settings The information will make corresponding adjustments to the alarm thresholds of the monitoring items corresponding to the added hardware;

Among them, the alarm thresholds of the added hardware corresponding monitoring items are adjusted accordingly based on the alarm setting information, which may include:

In response to the alarm configuration information indicating that the user has not independently modified the alarm threshold of the added hardware corresponding monitoring item, select the threshold unchanged policy, and keep the currently used alarm threshold of the corresponding monitoring item unchanged based on the threshold unchanged policy; or, in response to the alarm configuration The information indicates that the user independently modified the alarm thresholds of the added hardware corresponding monitoring items, selected the margin unchanged policy, and set the alarm thresholds of the added hardware corresponding monitoring items based on the margin unchanged policy, so that the adjusted alarm thresholds are the same as those used before the adjustment. The corresponding alarm thresholds need to be in the same numerical range as the corresponding alarm monitoring items.

New heterogeneous configuration hardware includes non-same brands, different configurations, etc.; for new heterogeneous configuration hardware, parameters such as alarm thresholds can be intelligently adjusted according to user selections, and the adjustment strategy can include the threshold unchanged strategy, remaining Invariant quantity strategy, etc. Specifically, if it is detected that the user has not independently modified the alarm threshold of the newly added hardware, but instead uses the default corresponding alarm threshold of the monitoring system, it indicates that the user has a tolerance for the alarm threshold (that is, the alarm configuration information indicates that the user has not independently modified the added hardware). The alarm threshold of the hardware corresponding to the monitoring item), at this time the monitoring system automatically selects the "Threshold unchanged policy" by default; if it is detected that the user actively modifies the alarm threshold of the newly added hardware, it indicates that the user has a deep understanding of the hardware and follows their own understanding. Make proprietary settings (that is, the alarm configuration information indicates that the user has independently modified the alarm thresholds of the monitoring items corresponding to the added hardware). At this time, the monitoring system automatically selects the "margin unchanged strategy" by default. At the same time, in order to prevent errors in intelligent selection, embodiments of the present application can also provide prompts and windows for manually modifying the corresponding alarm threshold. It can be seen that the embodiment of the present application can make the monitoring alarms for monitoring items more in line with the actual needs of users by adjusting the alarm thresholds of monitoring items.

After selecting the "Threshold unchanged strategy", the alarm threshold of the monitoring item corresponding to the new hardware currently in use will be automatically updated for the new hardware after adding hardware of different brands and different configurations. However, the alarm threshold of the monitoring item remains unchanged; for example, a 500G hard drive from manufacturer A has a serious alarm with a utilization rate of 80%. After it is replaced with a 500G hard drive from manufacturer B, the monitoring system automatically replaces the hard drive monitoring of manufacturer A due to the differences in hardware from different manufacturers. The item is the hard disk monitoring item of manufacturer B, but the severe alarm threshold is still 80% and will not be changed. After selecting the "Standard Margin Strategy", the alarm thresholds of the monitoring items corresponding to the new hardware currently in use are added. After adding hardware of different brands and different configurations, the monitoring items corresponding to the new hardware are automatically updated for the new hardware. , and the alarm threshold of the monitoring item is automatically adjusted according to the customer's requirement that the margin remains unchanged. The alarm threshold after adjustment has the same numerical range as the alarm threshold before adjustment (the margin is the same); for example, the 500G hard disk of manufacturer C, using The rate of serious alarms is 80%. After replacing it with the 1T hard disk of manufacturer D, the monitoring system automatically replaces the hard disk monitoring items of manufacturer D and adjusts the serious alarm threshold: the alarm margin of manufacturer C is 500G X (1-80%) = 100G, manufacturer D’s new threshold margin is 100G/1T=0.1, 1-0.1=90%, and the alarm threshold is automatically corrected to 90%. The above rules apply to hard disk utilization, CPU utilization, memory utilization, GPU card utilization, HBA card utilization, network card speed, fan speed and other hardware with performance indicator alarms.

Monitor the hardware status of each hardware on the target server;

In response to monitoring that the hardware status of any hardware on the target server changes from a normal state to an alarm state, based on the level of the alarm status of the arbitrary hardware, reduce the collection frequency of the monitoring item data corresponding to the arbitrary hardware or stop the collection of monitoring item data corresponding to the arbitrary hardware .

Embodiments of the present application can monitor the hardware status of each hardware on the server in real time or regularly, thereby adjusting the monitoring strategy when the hardware status changes, thereby making the monitoring strategy flexible and suitable for actual conditions. Specifically, for hardware that changes from normal status to alarm status, such as CPU and memory status changes, after changing from normal status to alarm status, the monitoring and collection of indicators corresponding to CPU and memory monitoring items can be stopped to reduce the need for CPU and memory monitoring. loss, effectively preventing downtime; at the same time, for the indicator data of other monitoring items on the server where the CPU and memory status change, appropriate measures will be taken according to the alarm level. For example, it can be implemented in the following ways:

Minor CPU and memory alarms: The collection of indicators corresponding to hardware monitoring items such as hard disks, network cards, and GPUs is reduced from once every polling cycle to once every three cycles; while ensuring performance data, it also takes into account minor CPU and memory alarms. Fault;

Moderate CPU and memory alarms: Stop collecting indicators corresponding to all monitoring items;

CPU and memory serious alarms: Stop collecting indicators corresponding to all monitoring items.

When adding a new server, determine the new server as the target server, obtain the hardware information of each hardware on the target server, add the information of all monitoring items in the monitoring item storage system to the monitoring item information of the target server, and add the target server Among the monitoring item information, the corresponding information of the monitoring items that does not match the hardware information of any hardware on the target server is deleted.

When a new server needs to be included in the monitoring system, corresponding initialization monitoring needs to be implemented to achieve effective monitoring of the server based on this. Specifically, after the server is added, full monitoring of all monitoring items under the default configuration can be automatically adopted (that is, the information of all monitoring items in the monitoring item storage system is added to the monitoring item information of the added server), and in the Obtain the hardware information of all the hardware of the added server at once (these hardware information can be stored in the corresponding hardware list), and then complete the accurate matching of full monitoring based on this, that is, the full monitoring does not correspond to any hardware information of the added server. Delete the information of the monitoring items; for example, if the added server does not have an external HBA card, you can delete the corresponding information of the monitoring items of the HBA card from the full monitoring. In this way, after adding the server, accurate matching can be achieved to the greatest extent, reducing useless monitoring item polling, reducing the load of the monitoring system, increasing the management scale and saving user costs.

In a specific implementation manner, an intelligent monitoring fine-adjustment method provided by the embodiment of the present application can be based on the three subsystems included in the monitoring system (respectively, the monitoring item storage system, the hardware matching system and the monitoring item adjustment system) and the monitoring platform. Implementation, as shown in Figure 2, the specific implementation can be as follows:

Monitoring item storage system: The main function is to store the monitoring items used by the monitoring system, including CPU monitoring items, MEM monitoring items, hard disk monitoring items, GPU monitoring items, network card monitoring items, power supply monitoring items, fan monitoring items, and backplane monitoring items. External hardware HBA card monitoring items, etc.

Hardware matching system: The main function is to automatically collect the identification information (hardware information) of all hardware of the server after the server is included in the monitoring system for the first time, including manufacturer, SN number, performance parameters, etc., and store it; the collected hardware information is the monitoring system Basic data for accurate matching of monitoring items and automatic adjustment of monitoring items after subsequent hardware updates; the hardware matching system regularly polls the server's hardware information and detects that the server has newly added hardware with the same configuration, new hardware with heterogeneous configuration, or deleted hardware. . When the hardware status changes, the monitoring item adjustment system is called to accurately adjust the server hardware monitoring items;

Monitoring item adjustment system: The main function is to make intelligent adjustments to the hardware monitoring items polled by the server based on changes in hardware or hardware status:

1) Initial monitoring: After the server is added, it will automatically adopt the full monitoring of all monitoring items under the default configuration, and obtain the data of the server hardware matching system at the first time. Based on the list of obtained hardware information, complete the accurate monitoring of all monitoring items. match;

2) Add new hardware with the same configuration: When adding hardware with the same configuration, automatically load the monitoring item script of the new hardware to complete the alarm monitoring of the new hardware; at the same time, after detecting the new hardware, detect the pressure of the monitoring system itself, thereby When the pressure increases significantly, users are reminded to expand the configuration of the service host to ensure that the monitoring system does not go down;

3) Newly added heterogeneous configuration hardware: including different brands and different configurations; intelligent adjustment of parameters such as alarm thresholds based on user selections, and adjustment strategies include unchanged threshold strategies and unchanged margin strategies;

4) Delete hardware: When hardware deletion is detected, the monitoring item script of the hardware is automatically deleted and the automatic update of the monitoring scope is completed;

5) Hardware status change adjustment: For hardware that changes from normal to alarm status, the collection of data corresponding to the corresponding server monitoring items is stopped or the collection frequency is reduced.

This application atomizes server monitoring projects, centers on hardware, and stores corresponding monitoring items in the monitoring system according to different manufacturers and configurations; after monitoring changes in the managed server hardware, there is no need to manually re-add servers or New hardware corresponds to monitoring item information. Instead, monitoring of new servers or new hardware is automatically started based on the original configuration, and automatic adjustment of parameters such as alarm thresholds is completed without manual intervention. While ensuring the accuracy of monitoring data, it is more user-friendly. It greatly reduces the workload of customers to operate and maintain faulty servers, minimizes the operation and maintenance costs of data center servers, improves the operation and maintenance efficiency of data center server equipment, and helps operation and maintenance administrators complete management quickly and intelligently. The unification of equipment ensures the stable operation of upper-layer services and provides users with a unified, complete and accurate monitoring display page.

The embodiment of the present application also provides an intelligent monitoring fine-adjustment device, as shown in Figure 3, which may specifically include:

The information acquisition module 11 is configured to: in response to changes in the hardware of the target server, obtain hardware information corresponding to the changed hardware of the target server as target information; wherein the target server is any server that needs to be monitored;

The monitoring adjustment module 12 is used to: match the corresponding monitoring items from the preset monitoring item storage system based on the target information, and make corresponding adjustments to the monitoring item information of the target server based on the matched monitoring items; wherein, the monitoring item storage All monitoring items that can be used when monitoring the server are stored in the system;

The hardware monitoring module 13 is used to monitor the target server based on the monitoring item information of the target server.

An embodiment of the present application provides an intelligent monitoring and fine-adjustment device. The monitoring and adjustment module may include:

The monitoring adjustment unit is used to: respond to changes in the hardware of the target server, specifically by adding hardware, and add matching information corresponding to the monitoring items to the monitoring item information of the target server, or, in response to changes in the hardware of the target server, specifically by: Delete the hardware and delete the corresponding information of the matched monitoring items from the monitoring item information of the target server.

The intelligent monitoring and fine-adjustment device provided by the embodiment of the present application may also include:

The stress detection module is used to: respond to changes in the hardware of the target server, specifically adding hardware, and the added hardware is the same brand and configuration as the hardware that already exists in the target server, and detect the changes in the target server after the hardware is added. Increased system pressure, and in response to the increased system pressure reaching the pressure increase threshold, corresponding expansion configuration prompt information is output; where the system pressure includes CPU load and/or memory utilization and/or network port rate.

The threshold adjustment module is used to: in response to changes in the hardware of the target server, specifically adding hardware, and the added hardware is of a different brand and/or configuration from the existing hardware in the target server, and obtaining user alarms corresponding to the added hardware. Set the information, and make corresponding adjustments to the alarm thresholds of the added hardware corresponding monitoring items based on the alarm setting information.

In an intelligent monitoring fine-adjustment device provided by an embodiment of the present application, the threshold adjustment module may include:

A threshold adjustment unit configured to: respond to the alarm configuration information indicating that the user has not independently modified the alarm threshold of the monitoring item corresponding to the added hardware, select a threshold unchanged policy, and keep the alarm threshold of the currently used corresponding monitoring item unchanged based on the threshold unchanged policy ; Or, in response to the alarm configuration information indicating that the user voluntarily modified the alarm threshold of the added hardware corresponding monitoring item, select the margin unchanged policy, and set the alarm threshold of the added hardware corresponding monitoring item based on the margin unchanged policy, so that the adjusted The alarm threshold is in the same numerical range as the corresponding alarm threshold used before adjustment, and the corresponding numerical range of the monitoring items to be alarmed is the same.

The status monitoring module is used to: monitor the hardware status of each hardware on the target server, and in response to monitoring that the hardware status of any hardware on the target server changes from a normal state to an alarm status, and reduce the corresponding level of any hardware based on the alarm status of any hardware. The collection frequency of monitoring item data or stopping the collection of monitoring item data corresponding to any hardware.

The initialization module is used to: when adding a new server, determine the new server as the target server, obtain the hardware information of each hardware on the target server, and add the information of all monitoring items in the monitoring item storage system to the monitoring items of the target server. information, and delete the information corresponding to the monitoring items in the target server's monitoring item information that does not match the hardware information of any hardware on the target server.

The embodiment of the present application also provides an intelligent monitoring and fine-tuning device, which may include:

memory for storing computer-readable instructions;

One or more processors are used to implement the steps of any of the above intelligent monitoring and fine-tuning methods when executing computer-readable instructions.

Further, the internal structure diagram of the intelligent monitoring and fine-tuning device can be shown in Figure 4. The intelligent monitoring and fine-tuning device includes a processor, memory, network interface and database connected through a system bus. Among them, the processor of the intelligent monitoring and fine-tuning device is used to provide computing and control capabilities. The memory of the intelligent monitoring and fine-tuning device includes non-volatile storage media and internal memory. The non-volatile storage medium stores operating systems, computer programs and databases. This internal memory provides an environment for the execution of operating systems and computer programs in non-volatile storage media. The database of the intelligent monitoring and fine-tuning device is used to store the obtained data such as hardware information corresponding to the changed hardware of the target server. For specific stored data, please refer to the limitations in the above method embodiments. The network interface of the intelligent monitoring and fine-tuning device is used to communicate with external terminals through a network connection. The computer program implements a transportation path determination method when executed by the processor.

Those skilled in the art can understand that the structure shown in Figure 4 is only a block diagram of part of the structure related to the solution of the present application, and does not constitute a limitation on the intelligent monitoring and fine-tuning equipment to which the solution of the present application is applied. Specifically, The intelligent monitoring fine-tuning device may include more or fewer components than shown in the figures, or combine certain components, or have a different arrangement of components.

Embodiments of the present application also provide a non-volatile computer-readable storage medium. Computer-readable instructions are stored on the non-volatile computer-readable storage medium. When the computer-readable instructions are executed by one or more processors, Steps to implement any of the above intelligent monitoring and fine-tuning methods.

It should be noted that, for descriptions of the relevant parts of the intelligent monitoring fine-adjustment device, equipment and storage medium provided by the embodiments of the present application, please refer to the detailed description of the corresponding parts of the intelligent monitoring fine-adjustment method provided by the embodiments of the present application. I won’t go into details here. In addition, the parts of the above technical solutions provided by the embodiments of the present application that are consistent with the implementation principles of the corresponding technical solutions in the prior art have not been described in detail to avoid excessive redundancy.

The above description of the disclosed embodiments enables those skilled in the art to make or use the present application. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be practiced in other embodiments without departing from the spirit or scope of the application. Therefore, the present application is not to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

Claims

An intelligent monitoring and fine-tuning method, characterized by including:

In response to a change in the hardware of the target server, obtaining hardware information corresponding to the changed hardware of the target server as target information; wherein the target server is any server that needs to be monitored;

Match the corresponding monitoring items from the preset monitoring item storage system based on the target information, and make corresponding adjustments to the monitoring item information of the target server based on the matched monitoring items; wherein, in the monitoring item storage system All monitoring items that can be used when a monitoring server is stored; and

The target server is monitored based on the monitoring item information of the target server.
The method according to claim 1, characterized in that, based on the matched monitoring items, the monitoring item information of the target server is adjusted accordingly, including:

In response to a change in the hardware of the target server, specifically adding hardware, the matched monitoring item corresponding information is added to the monitoring item information of the target server.
The method according to claim 1, characterized in that, based on the matched monitoring items, the monitoring item information of the target server is adjusted accordingly, including:

In response to a change in the hardware of the target server, specifically deleting the hardware, the matched information corresponding to the monitoring item is deleted from the monitoring item information of the target server.
The method according to claim 2, further comprising:

In response to the change in the hardware of the target server, specifically adding hardware, and the added hardware is the same brand and configuration as the hardware that already exists in the target server, detecting the added hardware and then monitoring the added hardware on the target server. system pressure.
The method according to claim 4, characterized in that after detecting the increased system pressure caused by monitoring the target server after adding hardware, it further includes:

In response to the increased system pressure reaching the pressure increase threshold, corresponding expansion configuration prompt information is output; wherein the system pressure includes CPU load and/or memory utilization and/or network port rate.
The method according to claim 2, further comprising:

In response to a change in the hardware of the target server, specifically adding hardware, and the added hardware is of a different brand and/or configuration from the hardware that already exists in the target server, obtain the user's alarm setting information corresponding to the added hardware, And based on the alarm setting information, the alarm thresholds of the added hardware corresponding monitoring items are adjusted accordingly.
The method according to claim 6, characterized in that, based on the alarm setting information, the alarm threshold of the added hardware corresponding monitoring item is adjusted accordingly, including:

In response to the alarm configuration information indicating that the user has not independently modified the alarm threshold of the added hardware corresponding monitoring item, select a threshold unchanged policy, and keep the currently used alarm threshold of the corresponding monitoring item unchanged based on the threshold unchanged policy.
The method according to claim 6, characterized in that, based on the alarm setting information, the alarm threshold of the added hardware corresponding monitoring item is adjusted accordingly, including:

In response to the alarm configuration information indicating that the user voluntarily modified the alarm threshold of the added hardware-corresponding monitoring item, select a margin-invariant strategy, and set the alarm threshold of the added hardware-corresponding monitoring item based on the margin-invariant strategy, so that the adjustment The alarm threshold after adjustment is the same as the corresponding alarm threshold used before adjustment, and the corresponding value range of the monitoring items that need to be alarmed is the same.
The method according to claim 1, further comprising:

Monitor the hardware status of each hardware on the target server;

In response to monitoring that the hardware status of any hardware on the target server changes from a normal state to an alarm status, the collection frequency of monitoring item data corresponding to the arbitrary hardware is reduced based on the level of the alarm status of the arbitrary hardware.
The method according to claim 1 or 9, further comprising:

Monitor the hardware status of each hardware on the target server, and in response to monitoring that the hardware status of any hardware on the target server changes from a normal state to an alarm status, stop the monitoring item data corresponding to the arbitrary hardware based on the level of the alarm status of the arbitrary hardware collection.
The method according to any one of claims 1 to 10, further comprising:

When adding a new server, determine the new server as the target server, obtain the hardware information of each hardware on the target server, and add the information of all monitoring items in the monitoring item storage system to the monitoring items of the target server information.
The method according to claim 11, further comprising: deleting the information corresponding to the monitoring items in the monitoring item information of the target server that does not match the hardware information of any hardware on the target server.
The method according to claim 2, characterized in that the monitoring item information is a script;

Add the corresponding information of the matched monitoring items to the monitoring item information of the target server, including:

Add the matched monitoring item script to all monitoring item scripts on the target server.
The method according to claim 3, characterized in that the monitoring item information is a script;

Delete the matching information corresponding to the monitoring items from the monitoring item information of the target server, including:

Delete the matching monitoring item script from all monitoring item scripts on the target server.
The method according to claim 9, characterized in that, in response to monitoring that the hardware status of any hardware on the target server changes from a normal state to an alarm state, the method further includes:

Based on the level of the alarm status of any hardware, reduce the collection frequency of indicator data of other monitoring items or stop the collection of indicator data of other monitoring items; other monitoring items refer to other hardware corresponding to the arbitrary hardware on the target server. monitoring items.
The method according to claim 15, characterized in that the levels of the alarm status include minor alarm, moderate alarm and severe alarm;

Based on the level of any hardware alarm status, reduce the collection frequency of indicator data of other monitoring items, including:

In response to the level of any hardware alarm status being minor alarm, reduce the collection frequency of indicator data of other monitoring items.
The method according to claim 16, characterized in that stopping the collection of indicator data of other monitoring items based on the level of the arbitrary hardware alarm status includes:

In response to the level of any hardware alarm status being a moderate alarm or a severe alarm, the collection of indicator data of other monitoring items is stopped.
An intelligent monitoring and fine-tuning device, characterized by including:

An information acquisition module, configured to: in response to changes in the hardware of the target server, obtain hardware information corresponding to the changed hardware of the target server as target information; wherein the target server is any server that needs to be monitored;

A monitoring adjustment module configured to: match corresponding monitoring items from a preset monitoring item storage system based on the target information, and make corresponding adjustments to the monitoring item information of the target server based on the matched monitoring items; wherein, All monitoring items that can be used when the monitoring server is stored in the monitoring item storage system; and

A hardware monitoring module, configured to monitor the target server based on the monitoring item information of the target server.
An intelligent monitoring and fine-tuning device, characterized by including:

memory for storing computer-readable instructions;

One or more processors, configured to implement the steps of the intelligent monitoring fine-tuning method according to any one of claims 1 to 13 when executing the computer-readable instructions.
A non-volatile computer-readable storage medium, characterized in that computer-readable instructions are stored on the non-volatile computer-readable storage medium, and when the computer-readable instructions are executed by one or more processors, The steps of implementing the intelligent monitoring and fine-tuning method according to any one of claims 1 to 13.