CN117520129A - Data center equipment monitoring method, device, equipment and medium - Google Patents
Data center equipment monitoring method, device, equipment and medium Download PDFInfo
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Abstract
The present disclosure relates to the field of device monitoring technologies, and in particular, to a method, an apparatus, a device, and a medium for monitoring a data center device. The method comprises the following steps: acquiring communication data volume and performance information of target equipment; determining the data type of target test data according to the communication data volume and the performance information of the target equipment, and determining the data volume of the target test data according to the performance information of the target equipment; determining a test frequency of the target test data; and testing the target equipment by utilizing target test data corresponding to the data type and the data quantity according to the test frequency. According to the method and the device, the target test data can be updated in time according to the running state change of the target equipment, more accurate test results of the target equipment can be obtained, and the test accuracy is improved.
Description
Technical Field
The present disclosure relates to the field of equipment monitoring technologies, and in particular, to a method, an apparatus, a device, and a medium for monitoring equipment in a data center.
Background
In the field of monitoring data center equipment, the traditional monitoring method often tests different equipment through fixed test data, however, the actual running state of the equipment is dynamically changed, the fixed test data is used for testing, the accurate state of the equipment cannot be accurately reflected, and the measured result is poor in accuracy.
Disclosure of Invention
In order to solve the technical problem of poor accuracy of results of test equipment in the prior art, the application provides a data center equipment monitoring method, a device, equipment and a medium.
In a first aspect, the present application provides a data center device monitoring method, which adopts the following technical scheme:
a data center equipment monitoring method, comprising:
acquiring communication data volume and performance information of target equipment;
determining the data type of target test data according to the communication data volume and the performance information of the target equipment, and determining the data volume of the target test data according to the performance information of the target equipment;
determining the test frequency of the target test data;
and according to the test frequency, testing the target equipment by utilizing target test data corresponding to the data type and the data quantity.
By adopting the technical scheme, the communication data volume and the performance information of the target equipment are acquired, the current running state of the target equipment can be obtained, the data type of the target test data can be determined according to the communication data volume and the performance information, the data volume of the target test data can be determined according to the performance information of the target equipment, the test frequency of the target test data is determined, the target equipment is tested according to the test frequency by utilizing the target test data corresponding to the data type and the data volume, various running data of the target equipment can be obtained, and the test accuracy is improved.
The present application may be further configured in a preferred example to: the obtaining the performance information of the target device includes:
acquiring rated storage capacity and rated communication bandwidth of the target equipment;
acquiring the available storage capacity and the available bandwidth of the target equipment at the current moment;
determining a first proportion corresponding to the available storage capacity according to the rated storage capacity and the available storage capacity;
determining a second proportion corresponding to the available bandwidth according to the rated communication bandwidth and the available bandwidth;
and determining the performance information of the target equipment according to the first proportion and the second proportion.
By adopting the technical scheme, the rated storage capacity, the rated communication bandwidth, the available storage capacity and the available bandwidth of the target equipment are acquired, the first proportion of the available storage capacity and the second proportion of the available bandwidth are calculated, the performance information of the target equipment is determined according to the first proportion and the second proportion, and the determination accuracy is improved.
The present application may be further configured in a preferred example to: determining the data type of the target test data of the target device according to the communication data volume and the performance information of the target device, wherein the method comprises the following steps:
Determining a data volume grade corresponding to the communication data volume of the target equipment and a performance grade corresponding to the performance information of the target equipment;
and determining the data type of the target test data of the target equipment according to a preset corresponding relation, wherein the preset corresponding relation is the corresponding relation between the data volume grade and the data type of the performance grade and the target test data.
By adopting the technical scheme, the data volume grade corresponding to the communication data volume of the target equipment and the performance grade corresponding to the performance information are determined, the data type of the target test data is determined according to the preset corresponding relation, the data type of the target test data can be automatically determined according to the obtained communication data volume and the performance information, and the determination efficiency and accuracy are improved.
The present application may be further configured in a preferred example to: according to the test frequency, testing the target equipment by using the target test data corresponding to the data type and the data volume, wherein the method comprises the following steps:
according to the test frequency, testing the target equipment by utilizing target test data corresponding to the data type and the data volume;
and acquiring target communication data quantity and target performance information corresponding to the target equipment at each preset time interval, and updating the data type, the test frequency and the data quantity of the target test data according to the target communication data quantity and the target performance information to obtain dynamic target test data so as to test the target equipment within the corresponding preset time interval by utilizing the dynamic target test data.
By adopting the technical scheme, after the preset time interval, the target communication data volume and the target performance information of the target equipment are acquired again, so that the running state change of the target equipment can be accurately known, the target test data can be updated according to the acquired target communication data volume and the target performance information, the target equipment is tested by utilizing the acquired dynamic target test data, the running state change of the target equipment is considered in the test process, the dynamic target test data is timely adjusted, more accurate test results of the target equipment can be obtained, and the test accuracy is improved.
The present application may be further configured in a preferred example to: updating the data type, the data amount and the test frequency of the target test data according to the target communication data amount and the target performance information, including:
judging whether the data type of the target test data needs to be updated according to the target communication data quantity and the target performance information;
if the data type of the target test data does not need to be updated, determining a data volume difference value between the target communication data volume and the communication data volume and a performance difference value between the target performance information and the performance information;
And updating the data volume and the test frequency of the target test data according to the data volume difference value and the performance difference value.
By adopting the technical scheme, whether the data type of the target test data needs to be updated is judged according to the target communication data quantity and the target performance information, if not, the data quantity and the test frequency of the target test data are updated according to the data quantity difference value and the performance difference value, the target test data are dynamically adjusted in time according to the running state change of the target equipment, and the test accuracy of the target equipment can be improved.
The present application may be further configured in a preferred example to: updating the data volume and the test frequency of the target test data according to the data volume difference value and the performance difference value, including:
judging whether the target performance information is lower than a preset performance threshold value or not;
if the target performance information is lower than the preset performance threshold value, updating the test frequency of the target test data according to a preset frequency difference value;
and if the target performance information is not lower than the preset performance threshold, updating the data volume of the target test data according to the data volume difference value and the performance difference value.
By adopting the technical scheme, whether the target performance information is lower than the preset performance threshold value is judged, the test frequency of the target test data is updated according to the preset frequency difference value under the condition that the target performance information is lower than the preset performance threshold value, the influence of the target test data on the performance of the target equipment can be reduced, the data volume of the target test data is updated under the condition that the target performance information is not lower than the preset performance threshold value, and the quality and the reliability of the test can be improved under the premise of ensuring the performance of the target equipment.
The present application may be further configured in a preferred example to: updating the data volume of the target test data according to the data volume difference value and the performance difference value, including:
if the performance difference is a positive value, updating the data volume of the target test data;
and if the performance difference value is a negative value and the data volume difference value is a positive value, performing reduction processing on the target test data to obtain the updated data volume corresponding to the target test data.
By adopting the technical scheme, the data volume of the target test data can be flexibly adjusted under the condition of different performance changes by determining the positive and negative of the performance difference value and determining different ways of updating the data volume of the target test data, and the running performance of the target equipment can be ensured.
In a second aspect, the present application provides a monitoring apparatus for a data center device, which adopts the following technical scheme:
a data center equipment monitoring device, comprising:
the acquisition module is used for acquiring the communication data volume and the performance information of the target equipment;
the first determining module is used for determining the data type of the target test data according to the communication data volume and the performance information of the target equipment and determining the data volume of the target test data according to the performance information of the target equipment;
the second determining module is used for determining the test frequency of the target test data;
and the test module is used for testing the target equipment by utilizing the target test data corresponding to the data type and the data volume according to the test frequency.
In a third aspect, the present application provides an electronic device, which adopts the following technical scheme:
one or more processors;
a memory;
at least one application program, wherein the at least one application program is stored in the memory and configured to be executed by the at least one processor, the at least one application program configured to: a data center apparatus monitoring method as in any of the first aspects.
In a fourth aspect, the present application provides a computer readable storage medium, which adopts the following technical scheme:
a computer readable storage medium having stored thereon a computer program which, when executed in a computer, causes the computer to perform the data center equipment monitoring method according to any of the first aspects.
In summary, the present application includes the following beneficial technical effects:
according to the method and the device, the current running state of the target device can be obtained by obtaining the communication data quantity and the performance information of the target device, the data type of the target test data can be determined according to the communication data quantity and the performance information, the data quantity of the target test data can be determined according to the performance information of the target device, the test frequency of the target test data is determined, the target device is tested according to the test frequency by utilizing the target test data corresponding to the data type and the data quantity, various running data of the target device can be obtained, and the test accuracy is improved.
Drawings
Fig. 1 is a schematic flow chart of a monitoring method for a data center device according to an embodiment of the present application;
FIG. 2 is a schematic diagram of a dynamic test of a monitoring method of a data center device according to an embodiment of the present application;
Fig. 3 is a schematic structural diagram of a monitoring device for data center equipment according to an embodiment of the present application;
fig. 4 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
The present application is described in further detail below in conjunction with fig. 1-4.
The present embodiment is merely illustrative of the present application and is not intended to be limiting, and those skilled in the art, after having read the present specification, may make modifications to the present embodiment without creative contribution as required, but is protected by patent laws within the scope of the claims of the present application.
For the purposes of making the objects, technical solutions and advantages of the embodiments of the present application more clear, the technical solutions of the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is apparent that the described embodiments are some embodiments of the present application, but not all embodiments. All other embodiments, which can be made by one of ordinary skill in the art based on the embodiments herein without making any inventive effort, are intended to be within the scope of the present application.
In addition, the term "and/or" herein is merely an association relationship describing an association object, and means that three relationships may exist, for example, a and/or B may mean: a exists alone, A and B exist together, and B exists alone. In this context, unless otherwise specified, the term "/" generally indicates that the associated object is an "or" relationship.
The embodiment of the application provides a data center device monitoring method, as shown in fig. 1, where the method provided in the embodiment of the application is executed by an electronic device, and the electronic device may be a server or a terminal device, where the server may be an independent physical server, a server cluster or a distributed system formed by a plurality of physical servers, or a cloud server that provides cloud computing services. The terminal device may be, but is not limited to, a smart phone, a tablet computer, a notebook computer, a desktop computer, etc., and the terminal device and the server may be directly or indirectly connected through wired or wireless communication, which is not limited herein, and the method includes steps S101-S104, where:
s101, acquiring communication data volume and performance information of the target equipment.
In this embodiment, the target device is any one of a plurality of devices to be detected in the data center, and can acquire the communication data volume and performance information of the target device through a device monitoring and management tool or directly communicate with the target device interface. The communication data amount of the target device refers to the amount of data transmitted or received by the target device in a specific time, and is used to measure the busyness of communication between the target device and the network or other devices, and the communication data amount may include various types of data, such as text, images, audio, video, and the like. The performance information of the target device is used to measure the operating state of the target device, and the performance information can be determined according to the available storage capacity and the available bandwidth of the target device.
In another possible implementation manner, the test content corresponding to the target test data may be determined according to the acquired communication data volume information of the target device.
Specifically, a request can be sent to the target device through the electronic device so as to acquire a log of the response of the target device, and the communication data volume of the target device can be determined through the log. The method can be connected to the target equipment through a network interface or a serial interface of the electronic equipment, the request message is sent to the target equipment through the electronic equipment, the request message can trigger the target equipment to return the responding log information, and the received log information is analyzed to obtain the communication data volume information such as the number of data packets, bytes and the like received and sent by the target equipment in a period of time.
The response information may not be received, the received response information is incomplete, or there is a delay in receiving the response information due to a failure of the target device or network delay, etc. The request information and the response information can be compared, and if the response information is inconsistent with the request information, the response information is judged to be incomplete; recording the time of sending the request information and receiving the response information, calculating the time difference, and comparing the time difference with the preset maximum time delay to determine whether the response information has the time delay.
In this regard, specific test data packets may be set in the target test data to determine why the response information does not correspond to the expectations. Specifically, the reasons for the inconsistency between the response information and the request information may include: network failure, target device failure, communication protocol errors, etc. For the problem that the response information and the request information are inconsistent due to the network fault, an error data packet or a repeated data packet can be set in the target test data for detecting the network fault; for error data packets, a certain field in the request information can be set to be an error value, then the response of the target device to the abnormal situation is observed, and if the target device can correctly process the error information and return a correct response, the network transmission is reliable; otherwise, if the response information of the target device is inconsistent with the request information, the network fault can be considered to exist. For the problem that response information and request information are inconsistent due to the failure of the target equipment, a boundary condition data packet can be set in the target test data for detecting the failure of the target equipment; for the boundary condition data packet, some request information under the boundary condition, such as a data packet with the maximum or minimum length, a data packet with a wrong format and the like, can be set, the response of the boundary condition data packet of the target device is observed, and if the target device can correctly process the abnormal conditions, the target device is considered to have no fault; and if the response information of the target equipment is inconsistent with the request information, the target equipment is considered to have faults. For the problem that the response information and the request information are inconsistent due to the communication protocol error, a protocol specific data packet can be set in the target test data for detecting the communication protocol error of the target equipment; for the protocol specific data packet, the communication protocol used by the target device can be determined, some contents which do not accord with the protocol specification are introduced into the request information, or the message structure or the field value specified by the protocol is changed, then the response of the target device is observed, and if the response information of the target device is inconsistent with the request information, the communication protocol error is determined.
S102, determining the data type of the target test data according to the communication data volume and the performance information of the target equipment, and determining the data volume of the target test data according to the performance information of the target equipment.
In this embodiment, a data amount level corresponding to a communication data amount of the target device and a performance level corresponding to performance information may be determined, and according to a preset data amount level and a corresponding relationship between the performance level and a data type of the target test data, the data type of the target test data may be determined. Optionally, the data types of the target test data may include: random data, binary data, fixed data, and text data, and request instructions.
Furthermore, the performance information corresponding to each of the plurality of devices in the data center can be obtained, the minimum value and the maximum value in the plurality of performance information are determined, the performance information interval is determined according to the minimum value and the maximum value of the performance information, and the performance information interval can be divided into a plurality of ranges according to actual requirements. And obtaining the maximum value and the minimum value of the test quantity in the historical test data of the data center, determining a data quantity interval according to the minimum value and the maximum value of the test quantity, and dividing the data quantity interval into a plurality of ranges, wherein the number of the ranges corresponding to the data quantity interval is equal to the number of the ranges corresponding to the performance information interval. The corresponding relation between the performance information range and the test data volume is obtained, so that after the performance information of the target equipment is determined, the data volume of the target test data can be determined according to the corresponding relation.
S103, determining the test frequency of the target test data.
The device types of the target devices are different, the corresponding test frequencies are also different, and the corresponding relation between the device types and the test frequencies can be established in advance.
In one possible scenario, the corresponding test frequency may be determined according to the importance level of each of the plurality of device types to be tested, and for the core devices of the data center, such as the core server, since the key data is critical to the operation and service continuity of the data center, the highest importance level may be set, and the importance level may be represented by a numerical value. For example, the importance level of the core device is set to 10; for important equipment of the data center, such as network security equipment, storage equipment and the like, the service operation of the data center is very important, so that the importance degree of the important equipment is lower than that of core equipment, for example, the importance degree of the network security equipment and the importance degree of the storage equipment are set to be 8; for general equipment of the data center, such as office equipment, terminal equipment and the like, a value of importance degree lower than that of the important equipment can be set, for example, the importance degree of the office equipment can be set to 5, the importance degree of the terminal equipment can be set to 4, and the value of importance degree corresponding to a specific equipment type can be artificially set according to actual requirements. Furthermore, the first test frequency base number can be set according to requirements, and the product of the importance degree corresponding to each equipment type and the first test frequency base number is used as the test frequency of the target test data corresponding to the equipment type, so that the higher test frequency is set for the equipment type with higher importance degree, and the normal operation of the data center is ensured.
In another possible case, the corresponding test frequency may be determined according to the historical fault data corresponding to each of the plurality of devices to be tested, and the operation log of the target device may be obtained, where the operation log includes the communication data amount and the operation fault record, the fault times of a period of time corresponding to each of the plurality of devices (such as the last quarter) are determined, the average value of the fault times of the plurality of devices with the same type is used as the fault times corresponding to the device type, so as to obtain the fault times corresponding to each of the plurality of device types, then the second test frequency base is set according to the requirement, and the product of the fault times corresponding to each device type and the second test frequency base is used as the test frequency of the target test data corresponding to the device type, so that a higher test frequency is set for the device type with more fault times, and the device fault is discovered in time.
In another possible case, weights can be set for the importance degree and the failure frequency of the equipment types respectively, then the importance degree and the failure frequency of each equipment type are weighted and summed, then a third test frequency base is set according to requirements, the product of the sum corresponding to each equipment type and the third test frequency base is used as the test frequency of the target test data corresponding to the equipment type, meanwhile, the importance degree and the failure frequency of the equipment type are combined, and the determined test frequency of the target test data is more accurate.
S104, testing the target equipment by utilizing target test data corresponding to the data type and the data volume according to the test frequency.
In this embodiment, the target test data may be used to test multiple types of devices according to test requirements, and optionally, when the target device is a wireless device (such as an AP device and an AC device), the target test data may be used to quickly search the wireless device by screening the MAC, the name, and the status (authentication device/non-authentication device), and display the number of online users and the number of active hot points in different scenes within a period of time; when the target device is a network device or a security device, the target test data may detect devices (including switches, routers, firewalls, voIP gateway devices, etc.) that use a particular protocol (e.g., SNMP protocol); when the target equipment is server hardware (such as a tower server, a rack server, a blade server and a high-density server), the management interface IPMI and the SNMP protocol can be detected through target test data, so that hardware state indexes are obtained, wherein the hardware state indexes comprise states of temperature, fan, voltage, power supply, memory, processor, controller, physical disk and the like; the target test data can also detect an operating system used by the target device, and can monitor various operating systems (such as Windows, linux, UNIX) through various protocols (such as SNMP protocol, V1 protocol, V2 protocol, V3 protocol, WMI protocol and SSH protocol), so as to obtain various monitoring data (such as operating system connection, proxy Ping, CPU, exchange partition, physical memory, disk, process, log file and the like); when the target device is a storage device, the target test data can be detected through an SNMP protocol or a manufacturer interface, so that the storage device data is obtained; the target test data can also carry out virtualization monitoring on various mainstream manufacturers (such as VMWARE, KVM, hyper-V, deep belief clothes, huacheng, huasan and the like), and acquire various monitoring data (such as Vmware connection, ping, CPU, memory, magnetic disk, virtual machine, data storage and the like) through a management interface.
In one possible implementation manner of the embodiment of the present application, acquiring performance information of a target device, and acquiring performance information of the target device includes:
acquiring rated storage capacity and rated communication bandwidth of target equipment;
acquiring the available storage capacity and the available bandwidth of target equipment at the current moment;
determining a first proportion corresponding to the available storage capacity according to the rated storage capacity and the available storage capacity;
determining a second proportion corresponding to the available bandwidth according to the rated communication bandwidth and the available bandwidth;
and determining the performance information of the target equipment according to the first proportion and the second proportion.
In this embodiment, the rated storage capacity of the target device refers to the maximum space in which the target device can store the data file, and the rated communication bandwidth of the target device refers to the maximum rate at which the target device can transmit data in the communication process, where the rated storage capacity and the rated communication bandwidth of the target device can be obtained from the configuration file of the target device; a suitable monitoring tool can be selected according to the device type of the target device, and is used for acquiring the real-time available storage capacity and available bandwidth of the target device, optionally, if the target device is a network device, network management software (such as Cisco Prime NSM, HP Network Node Manager) can be adopted to monitor the performance information of the target device; if the target device is a storage device, storage management software (e.g., EMC Navisphere Manager, IBM StorageWorks Enterprise Manager) may be employed to monitor the performance of the target device.
Further, calculating the ratio of the available storage capacity to the storage capacity of the target device as a first ratio corresponding to the available storage capacity; the ratio of the available bandwidth and the communication bandwidth of the target device is calculated as a second ratio of the available bandwidth. Weights can be set for the first proportion and the second proportion according to practical experience, and the first proportion and the second proportion are weighted and summed according to the first proportion, the second proportion and the weights corresponding to the second proportion, so that performance information of the target equipment is obtained.
According to the method and the device for determining the performance information of the target equipment, the rated storage capacity, the rated communication bandwidth, the available storage capacity and the available bandwidth of the target equipment are obtained, the first proportion of the available storage capacity and the second proportion of the available bandwidth are calculated, and the performance information of the target equipment is determined according to the first proportion and the second proportion, so that the accuracy of determination is improved.
According to one possible implementation manner of the embodiment of the present application, determining, according to the communication data volume and the performance information of the target device, a data type of target test data of the target device includes:
determining a data volume grade corresponding to the communication data volume of the target equipment and a performance grade corresponding to the performance information of the target equipment;
And determining the data type of the target test data of the target equipment according to a preset corresponding relation, wherein the preset corresponding relation is the corresponding relation between the data quantity grade and the data type of the performance grade and the target test data.
In this embodiment, a preset data amount threshold may be set in advance for the communication data amount of the target device, and a preset performance threshold may be set for the performance information of the target device, where the preset data amount threshold and the preset performance threshold may be manually set according to actual experience. Judging whether the communication data volume of the target equipment exceeds a preset data volume threshold, if the communication data volume of the target equipment exceeds the preset data volume threshold, determining the data volume grade corresponding to the communication data volume of the target equipment as a high data volume grade, and if the communication data volume of the target equipment does not exceed the preset data volume threshold, determining the data volume grade corresponding to the communication data volume of the target equipment as a low data volume grade. Judging whether the performance information of the target equipment exceeds a preset performance threshold, if the performance information of the target equipment exceeds the preset performance threshold, determining the performance grade corresponding to the performance information of the target equipment as a high performance grade, and if the performance information of the target equipment does not exceed the preset performance threshold, determining the performance grade corresponding to the performance information of the target equipment as a low performance grade.
When the data volume level corresponding to the communication data volume of the target device is a high data volume level and the performance level corresponding to the performance information is a high performance level, the data type of the target test data can be set to be random data; when the data volume level corresponding to the communication data volume of the target device is a high data volume level and the performance level corresponding to the performance information is a low performance level, the data type of the target test data can be set as binary data; when the data volume level corresponding to the communication data volume of the target device is a low data volume level and the performance level corresponding to the performance information is a high performance level, the data type of the target test data can be set as fixed data; when the data volume level corresponding to the communication data volume of the target device is a low data volume level and the performance level corresponding to the performance information is a low performance level, the data type of the target test data may be set to be text data, so as to obtain a preset corresponding relationship between the data volume level and the data type of the performance level and the target test data.
The random data can accurately evaluate the performance and stability of the device under the condition of a large number of communication, but the random data is used as test data, the storage space occupied in the test process is large, the target device is of a high performance level, and the normal operation of the target device cannot be influenced when the random data is used as the test data; the binary data can well simulate the actual communication scene, the test efficiency is high, and the occupied storage space in the test is less; the fixed data is adopted, so that the complexity of data generation and transmission does not need to be considered in the test process, and the test flow is more concise and clear; the text data type is easy to understand and process, and the test efficiency can be improved by using the test data of the text data type on the equipment with lower performance.
According to the method and the device for determining the data type of the target test data, the data type of the target test data is determined according to the preset corresponding relation by determining the data quantity grade corresponding to the communication data quantity of the target device and the performance grade corresponding to the performance information, the data type of the target test data can be automatically determined according to the obtained communication data quantity and the performance information, and the determining efficiency and accuracy are improved.
According to a possible implementation manner of the embodiment of the present application, according to a test frequency, a target device is tested by using target test data corresponding to a data type and a data volume, including:
according to the test frequency, testing the target equipment by utilizing target test data corresponding to the data type and the data quantity;
and acquiring target communication data quantity and target performance information corresponding to the target equipment at each preset time interval, and updating the data type, the test frequency and the data quantity of the target test data according to the target communication data quantity and the target performance information to obtain dynamic target test data so as to test the target equipment within the corresponding preset time interval by utilizing the dynamic target test data.
Referring to fig. 2, a dynamic test schematic diagram of the monitoring method of the data center device provided in this embodiment is shown, and as an example, fig. 2 shows 4 time periods, which are respectively 0-1, 1-2, 2-3 and 3-4 in fig. 2, where each time period is a preset duration, and the preset duration may be manually set according to actual requirements. In the time period 0-1, according to the test frequency, the target equipment is tested by using target test data corresponding to the data type and the data quantity. At time 1, the communication data volume and the performance information corresponding to the target device can be acquired again to obtain the target communication data volume and the target performance information corresponding to the target device, and the target test data is adjusted according to the target communication data volume and the target performance information to obtain first dynamic target test data, wherein the first dynamic target test data is used for testing the target device in the time period 1-2. And at the moment 2, the communication data volume and the performance information of the target equipment can be acquired again, and the first dynamic target test data corresponding to the last preset time length is adjusted according to the communication data volume and the performance information acquired at the moment 2 to obtain second dynamic target test data, wherein the second dynamic target test data is used for testing the target equipment in the time period 2-3. And similarly, adjusting the second dynamic target test data to obtain third dynamic target test data, wherein the third dynamic target test data is used for testing the target equipment in the time period 3-4, and the target equipment is tested in the corresponding preset duration through the dynamic target test data.
According to the method and the device for testing the target equipment, after the preset time length is set at intervals, the target communication data quantity and the target performance information of the target equipment are acquired again, the running state change of the target equipment can be accurately known, the target test data are updated according to the acquired target communication data quantity and the target performance information, the target equipment is tested by utilizing the obtained dynamic target test data, the running state change of the target equipment is considered in the test process, the dynamic target test data are timely adjusted, the more accurate test result of the target equipment can be obtained, and the test accuracy is improved.
According to one possible implementation manner of the embodiment of the present application, updating the data type, the data amount and the test frequency of the target test data according to the target communication data amount and the target performance information includes:
judging whether the data type of the target test data needs to be updated according to the target communication data quantity and the target performance information;
if the data type of the target test data does not need to be updated, determining a data volume difference value between the target communication data volume and the communication data volume and a performance difference value between the target performance information and the performance information;
and updating the data volume and the test frequency of the target test data according to the data volume difference value and the performance difference value.
In this embodiment, comparing the target communication data volume with a preset data volume, determining a target data volume level corresponding to the target communication data volume, and determining whether a level change occurs in the target data volume level compared with the data volume level; comparing the target performance information with a preset performance threshold value, determining a target performance grade corresponding to the target performance information, judging whether the target performance information is changed in grade compared with the performance grade, if the target data volume grade and the target performance grade are unchanged, not updating the data type of the target test data, and if the target data volume grade or the target performance grade is changed, re-determining the data type of the target test data according to the target data volume grade, the target performance grade and the preset corresponding relation. After the data type of the target test is updated, the data amount and the test frequency of the target test data can not be changed, the data amount of the target test data can be redetermined according to the target performance information, and the test frequency of the target test data is not changed.
Further, the difference between the target communication data volume and the communication data volume is taken as a data volume difference value, if the data volume difference value is larger than zero, the communication data volume of the target device is indicated to be increased, if the data volume difference value is equal to zero, the communication data volume of the target device is indicated to be unchanged, and if the data volume difference value is smaller than zero, the communication data volume of the target device is indicated to be reduced. And taking the difference between the target performance information and the performance information as a data volume difference value, if the data volume difference value is larger than zero, indicating that the performance information of the target equipment is increased, if the data volume difference value is equal to zero, indicating that the performance information of the target equipment is unchanged, and if the data volume difference value is smaller than zero, indicating that the performance information of the target equipment is reduced.
According to the method and the device, whether the data type of the target test data needs to be updated is judged according to the target communication data quantity and the target performance information, if not, the data quantity and the test frequency of the target test data are updated according to the data quantity difference value and the performance difference value, the target test data are dynamically adjusted in time according to the running state change of the target equipment, and the test accuracy of the target equipment can be improved.
According to one possible implementation manner of the embodiment of the present application, updating the data volume and the test frequency of the target test data according to the data volume difference value and the performance difference value includes:
judging whether the target performance information is lower than a preset performance threshold value or not;
if the target performance information is lower than the preset performance threshold value, updating the test frequency of the target test data according to the preset frequency difference value;
if the target performance information is not lower than the preset performance threshold, updating the data volume of the target test data according to the data volume difference value and the performance difference value.
In this embodiment, if the target performance information is lower than the preset performance threshold, it indicates that the performance of the target device is not good, and at this time, the test frequency of the target test data may be reduced according to the preset frequency difference value, which may be set by itself according to the requirement, and indicates a difference value of test frequency drop in the process of updating the test frequency of the target test data once. If the target performance information is not lower than the preset performance threshold, the target equipment performance is good, and at this time, the data volume of the target test data can be updated according to the data volume difference value and the performance difference value.
According to the method and the device for testing the performance of the target equipment, whether the target performance information is lower than the preset performance threshold value is judged, the testing frequency of the target testing data is updated according to the preset frequency difference value under the condition that the target performance information is lower than the preset performance threshold value, the influence of the target testing data on the performance of the target equipment can be reduced, the data volume of the target testing data is updated under the condition that the target performance information is not lower than the preset performance threshold value, and the testing quality and reliability can be improved under the condition that the performance of the target equipment is guaranteed.
According to one possible implementation manner of the embodiment of the present application, updating the data volume of the target test data according to the data volume difference value and the performance difference value includes:
if the performance difference is a positive value, updating the data volume of the target test data;
and if the performance difference value is a negative value and the data volume difference value is a positive value, performing reduction processing on the target test data to obtain the data volume corresponding to the updated target test data.
In this embodiment, if the performance difference is a positive value, it indicates that the performance information of the target device is increased, that is, the performance of the target device is improved, and at this time, in order to test data, more service scenarios and data ranges may be covered, so as to find more potential problems and vulnerabilities, improve the quality and reliability of the test, increase the data size of the target test data according to a preset data size difference value, and the preset data size difference value may be set automatically according to the requirement, and indicates the difference value of the data size increase in the process of updating the data size of the target test data once.
If the performance difference is a negative value and the data volume difference is a positive value, it indicates that the performance of the target device is reduced and the communication data volume of the target device is increased, at this time, if the data volume of the target test fixture is further increased, the operation load of the target device is further increased to cause the operation state to be reduced, so that the data volume of the target test data can be reduced by simplifying the target test data, and thus the operation load of the target device is reduced.
According to the method and the device for updating the target test data, the data quantity of the target test data can be flexibly adjusted under the condition of different performance changes by judging the positive and negative of the performance difference value and determining different modes for updating the data quantity of the target test data, and the running performance of the target equipment can be ensured.
The foregoing embodiments describe a method for monitoring equipment of a data center from the perspective of a method flow, and the following embodiments describe a device for monitoring equipment of a data center from the perspective of a virtual module or a virtual unit, which are described in detail in the following embodiments.
An embodiment of the present application provides a data center equipment monitoring device, as shown in fig. 3, the device may include:
An acquiring module 301, configured to acquire a communication data amount and performance information of a target device;
a first determining module 302, configured to determine a data type of the target test data according to the communication data amount and the performance information of the target device, and determine a data amount of the target test data according to the performance information of the target device;
a second determining module 303, configured to determine a test frequency of the target test data;
and the test module 304 is configured to test the target device according to the test frequency by using target test data corresponding to the data type and the data volume.
The present application may be further configured in a preferred example to: the obtaining module 201 is specifically configured to, when executing obtaining performance information of the target device:
acquiring rated storage capacity and rated communication bandwidth of target equipment;
acquiring the available storage capacity and the available bandwidth of target equipment at the current moment;
determining a first proportion corresponding to the available storage capacity according to the rated storage capacity and the available storage capacity;
determining a second proportion corresponding to the available bandwidth according to the rated communication bandwidth and the available bandwidth;
and determining the performance information of the target equipment according to the first proportion and the second proportion.
The present application may be further configured in a preferred example to: the first determining module 202 is specifically configured to, when executing determining a data type of target test data of the target device according to the communication data amount and the performance information of the target device:
Determining a data volume grade corresponding to the communication data volume of the target equipment and a performance grade corresponding to the performance information of the target equipment;
and determining the data type of the target test data of the target equipment according to a preset corresponding relation, wherein the preset corresponding relation is the corresponding relation between the data quantity grade and the data type of the performance grade and the target test data.
The present application may be further configured in a preferred example to: the test module 304 is specifically configured to, when executing the test on the target device according to the test frequency by using the target test data corresponding to the data type and the data amount:
according to the test frequency, testing the target equipment by utilizing target test data corresponding to the data type and the data quantity;
and acquiring target communication data quantity and target performance information corresponding to the target equipment at each preset time interval, and updating the data type, the test frequency and the data quantity of the target test data according to the target communication data quantity and the target performance information to obtain dynamic target test data so as to test the target equipment within the corresponding preset time interval by utilizing the dynamic target test data.
The present application may be further configured in a preferred example to: the test module 304, when executing updating the data type, the data amount and the test frequency of the target test data according to the target communication data amount and the target performance information, is specifically configured to:
Judging whether the data type of the target test data needs to be updated according to the target communication data quantity and the target performance information;
if the data type of the target test data does not need to be updated, determining a data volume difference value between the target communication data volume and the communication data volume and a performance difference value between the target performance information and the performance information;
and updating the data volume and the test frequency of the target test data according to the data volume difference value and the performance difference value.
The present application may be further configured in a preferred example to: the test module 304 is specifically configured to, when executing updating the data volume and the test frequency of the target test data according to the data volume difference and the performance difference:
judging whether the target performance information is lower than a preset performance threshold value or not;
if the target performance information is lower than the preset performance threshold value, updating the test frequency of the target test data according to the preset frequency difference value;
if the target performance information is not lower than the preset performance threshold, updating the data volume of the target test data according to the data volume difference value and the performance difference value.
The present application may be further configured in a preferred example to: the test module 304 is specifically configured to, when executing updating the data volume of the target test data according to the data volume difference value and the performance difference value:
If the performance difference is a positive value, updating the data volume of the target test data;
and if the performance difference value is a negative value and the data volume difference value is a positive value, performing reduction processing on the target test data to obtain the data volume corresponding to the updated target test data.
The monitoring device for data center equipment provided in the embodiment of the present application is applicable to the above method embodiment, and is not described herein again.
In an embodiment of the present application, as shown in fig. 4, an electronic device 400 shown in fig. 4 includes: a processor 401 and a memory 404. Processor 401 is shown coupled to memory 404, such as via bus 402. Optionally, the electronic device 400 may also include a transceiver 404. It should be noted that, in practical applications, the transceiver 404 is not limited to one, and the structure of the electronic device 400 is not limited to the embodiment of the present application.
The processor 401 may be a CPU (Central Processing Unit ), general purpose processor, DSP (Digital Signal Processor, data signal processor), ASIC (Application Specific Integrated Circuit ), FPGA (Field Programmable Gate Array, field programmable gate array) or other programmable logic device, transistor logic device, hardware components, or any combination thereof. Which may implement or perform the various exemplary logic blocks, modules, and circuits described in connection with this disclosure. Processor 401 may also be a combination that implements computing functionality, such as a combination comprising one or more microprocessors, a combination of a DSP and a microprocessor, or the like.
Bus 402 may include a path to transfer information between the components. Bus 402 may be a PCI (Peripheral Component Interconnect, peripheral component interconnect standard) bus or EISA (Extended Industry Standard Architecture ) bus, among others. Bus 402 may be divided into an address bus, a data bus, a control bus, and the like. For ease of illustration, only one thick line is shown in fig. 4, but not only one bus or type of bus.
Memory 404 may be, but is not limited to, ROM (Read Only Memory) or other type of static storage device that can store static information and instructions, RAM (Random Access Memory ) or other type of dynamic storage device that can store information and instructions, EEPROM (Electrically Erasable Programmable Read Only Memory ), CD-ROM (Compact Disc Read Only Memory, compact disc Read Only Memory) or other optical disk storage, optical disk storage (including compact discs, laser discs, optical discs, digital versatile discs, blu-ray discs, etc.), magnetic disk storage media or other magnetic storage devices, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer.
The memory 404 is used for storing application program codes for executing the present application and is controlled to be executed by the processor 401. The processor 401 is configured to execute application code stored in the memory 404 to implement what has been described above for the data center device monitoring method embodiment.
The electronic device shown in fig. 4 is only an example and should not be construed as limiting the functionality and scope of use of the embodiments herein.
The present application provides a computer readable storage medium having a computer program stored thereon, which when run on a computer, causes the computer to perform the corresponding method embodiments described above.
It should be understood that, although the steps in the flowcharts of the figures are shown in order as indicated by the arrows, these steps are not necessarily performed in order as indicated by the arrows. The steps are not strictly limited in order and may be performed in other orders, unless explicitly stated herein. Moreover, at least some of the steps in the flowcharts of the figures may include a plurality of sub-steps or stages that are not necessarily performed at the same time, but may be performed at different times, the order of their execution not necessarily being sequential, but may be performed in turn or alternately with other steps or at least a portion of the other steps or stages.
The foregoing is only a partial embodiment of the present application and it should be noted that, for a person skilled in the art, several improvements and modifications can be made without departing from the principle of the present application, and these improvements and modifications should also be considered as the protection scope of the present application.
Claims (10)
1. A method for monitoring data center equipment, comprising:
acquiring communication data volume and performance information of target equipment;
determining the data type of target test data according to the communication data volume and the performance information of the target equipment, and determining the data volume of the target test data according to the performance information of the target equipment;
determining the test frequency of the target test data;
and according to the test frequency, testing the target equipment by utilizing target test data corresponding to the data type and the data quantity.
2. The method for monitoring a data center device according to claim 1, wherein the obtaining performance information of the target device includes:
acquiring rated storage capacity and rated communication bandwidth of the target equipment;
acquiring the available storage capacity and the available bandwidth of the target equipment at the current moment;
Determining a first proportion corresponding to the available storage capacity according to the rated storage capacity and the available storage capacity;
determining a second proportion corresponding to the available bandwidth according to the rated communication bandwidth and the available bandwidth;
and determining the performance information of the target equipment according to the first proportion and the second proportion.
3. The data center equipment monitoring method according to claim 1, wherein determining the data type of the target test data of the target equipment according to the communication data amount and the performance information of the target equipment comprises:
determining a data volume grade corresponding to the communication data volume of the target equipment and a performance grade corresponding to the performance information of the target equipment;
and determining the data type of the target test data of the target equipment according to a preset corresponding relation, wherein the preset corresponding relation is the corresponding relation between the data volume grade and the data type of the performance grade and the target test data.
4. The data center equipment monitoring method according to claim 1, wherein the testing the target equipment by using the target test data corresponding to the data type and the data amount according to the test frequency comprises:
According to the test frequency, testing the target equipment by utilizing target test data corresponding to the data type and the data volume;
and acquiring target communication data quantity and target performance information corresponding to the target equipment at each preset time interval, and updating the data type, the test frequency and the data quantity of the target test data according to the target communication data quantity and the target performance information to obtain dynamic target test data so as to test the target equipment within the corresponding preset time interval by utilizing the dynamic target test data.
5. The data center equipment monitoring method of claim 4, wherein updating the data type, the data amount, and the test frequency of the target test data based on the target communication data amount and the target performance information comprises:
judging whether the data type of the target test data needs to be updated according to the target communication data quantity and the target performance information;
if the data type of the target test data does not need to be updated, determining a data volume difference value between the target communication data volume and the communication data volume and a performance difference value between the target performance information and the performance information;
And updating the data volume and the test frequency of the target test data according to the data volume difference value and the performance difference value.
6. The data center equipment monitoring method of claim 5, wherein updating the data volume and the test frequency of the target test data based on the data volume difference and the performance difference comprises:
judging whether the target performance information is lower than a preset performance threshold value or not;
if the target performance information is lower than the preset performance threshold value, updating the test frequency of the target test data according to a preset frequency difference value;
and if the target performance information is not lower than the preset performance threshold, updating the data volume of the target test data according to the data volume difference value and the performance difference value.
7. The data center equipment monitoring method of claim 6, wherein updating the data volume of the target test data based on the data volume difference and the performance difference comprises:
if the performance difference is a positive value, updating the data volume of the target test data;
and if the performance difference value is a negative value and the data volume difference value is a positive value, performing reduction processing on the target test data to obtain the updated data volume corresponding to the target test data.
8. A data center equipment monitoring device, comprising:
the acquisition module is used for acquiring the communication data volume and the performance information of the target equipment;
the first determining module is used for determining the data type of the target test data according to the communication data volume and the performance information of the target equipment and determining the data volume of the target test data according to the performance information of the target equipment;
the second determining module is used for determining the test frequency of the target test data;
and the test module is used for testing the target equipment by utilizing the target test data corresponding to the data type and the data volume according to the test frequency.
9. An electronic device, comprising:
at least one processor;
a memory;
at least one application program, wherein the at least one application program is stored in the memory and configured to be executed by the at least one processor, the at least one application program configured to: performing the data center equipment monitoring method of any of claims 1-7.
10. A computer readable storage medium having stored thereon a computer program, characterized in that the computer program, when executed in a computer, causes the computer to perform the data center equipment monitoring method of any of claims 1-7.
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Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110765026A (en) * | 2019-10-31 | 2020-02-07 | 北京东软望海科技有限公司 | Automatic testing method and device, storage medium and equipment |
| CN111723017A (en) * | 2020-06-28 | 2020-09-29 | 深圳壹账通智能科技有限公司 | System capacity testing method and device, computer equipment and storage medium |
| CN115145797A (en) * | 2022-07-18 | 2022-10-04 | 北京字跳网络技术有限公司 | Application performance testing method, device, equipment and storage medium |
| CN116302736A (en) * | 2023-01-28 | 2023-06-23 | 苏州浪潮智能科技有限公司 | Method and device for testing components of server, electronic equipment and storage medium |
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Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110765026A (en) * | 2019-10-31 | 2020-02-07 | 北京东软望海科技有限公司 | Automatic testing method and device, storage medium and equipment |
| CN111723017A (en) * | 2020-06-28 | 2020-09-29 | 深圳壹账通智能科技有限公司 | System capacity testing method and device, computer equipment and storage medium |
| CN115145797A (en) * | 2022-07-18 | 2022-10-04 | 北京字跳网络技术有限公司 | Application performance testing method, device, equipment and storage medium |
| CN116302736A (en) * | 2023-01-28 | 2023-06-23 | 苏州浪潮智能科技有限公司 | Method and device for testing components of server, electronic equipment and storage medium |
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