CN108449237A - Network performance monitoring method, device, computer equipment and storage medium - Google Patents
Network performance monitoring method, device, computer equipment and storage medium Download PDFInfo
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- CN108449237A CN108449237A CN201810498196.XA CN201810498196A CN108449237A CN 108449237 A CN108449237 A CN 108449237A CN 201810498196 A CN201810498196 A CN 201810498196A CN 108449237 A CN108449237 A CN 108449237A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/16—Threshold monitoring
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
Abstract
This application involves a kind of network performance monitoring method, device, computer equipment and storage mediums.The method includes：The network request issued is put into request queue in main thread, network request is distributed to corresponding current request dispatch thread by request queue and is handled, and record network request issues timestamp；When detecting that network request is assigned into current request dispatch thread in main thread, enables network request and handle link；Network request is subjected to deconsolidation process in network request handles link and records the deconsolidation process time, according to the request subprocess response time for issuing timestamp and deconsolidation process time calculating network request in main thread；Current network environment parameters are obtained in main thread, network environment parameters are sent to server with request subprocess response time carries out network performance analysis.Network performance monitoring effect can be improved using this method.
Description
Technical field
This application involves field of computer technology, are set more particularly to a kind of network performance monitoring method, device, computer
Standby and storage medium.
Background technology
Requirement with people to the network request processing speed of client is higher and higher, and developer also increasingly payes attention to
The monitoring and improvement of client network performance.
But at present to the monitoring service of client network performance, can only often provide at the entirety that network request is handled
Manage duration data.However, the bottleneck problem in network performance can not be accurately positioned according to overall data, when detecting net
When network abnormal performance, effective performance Optimized Measures can not be also taken, the monitoring effect of current network performance monitoring service is not
It is good.
Invention content
Based on this, it is necessary in view of the above technical problems, provide a kind of network that can improve network performance monitoring effect
Performance monitoring method, device, computer equipment and storage medium.
A kind of network performance monitoring method, the method includes：
The network request issued is put into request queue in main thread, by the request queue by the network request
Distribution is handled to corresponding current request dispatch thread, and record the network request issues timestamp；
When detecting that the network request is assigned into the current request dispatch thread in the main thread, open
Link is handled with network request；
The network request is subjected to deconsolidation process in the network request handles link and records the deconsolidation process time,
In the main thread timestamp is issued according to and the sub- mistake of request that the deconsolidation process time calculates the network request
Journey response time；
Current network environment parameters are obtained in the main thread, by the network environment parameters and the sub- mistake of request
Journey response time is sent to server and carries out network performance analysis.
It is described in one of the embodiments, that the network request is subjected to deconsolidation process in network request handles link
And the deconsolidation process time is recorded, it is issued described in timestamp and deconsolidation process time calculating according in the main thread
The request subprocess response time of network request, including：
Link is handled by the network request, and the network request splits into process is established in link and data are exchanged
Cheng Jinhang processing；
The link, which is recorded, by network request processing link establishes the first initial time of process and the data
Second initial time of exchange process and the exchange end time of the data exchange process；
When timestamp and the first initial time computation requests distribution response are issued described in basis in the main thread
It is long, response time is established according to first initial time and the second initial time calculating linking, according to described second
Begin time and exchange end time calculating data exchange response time.
Further include in one of the embodiments,：
Receive the network performance analysis report corresponding with the network environment parameters that the server returns；
The extraction request subprocess response time statistical data from the network performance analysis report；
Network performance, which is carried out, according to the request sub-procedure treating duration statistical data adjusts setting.
It is described in one of the embodiments, that network performance is carried out according to the request sub-procedure treating duration statistical data
Setting is adjusted, including：
Request distribution statistics duration is obtained from the request sub-procedure treating duration statistical data and statistics is established in link
Duration；
It calculates the request distribution statistics duration and links the response time ratio for establishing statistics duration；
When the response time ratio is more than the first preset ratio threshold value, the response time ratio and described first is calculated in advance
If the proportional difference of proportion threshold value；
It obtains distribution corresponding with the proportional difference and adjusts Thread Count, Thread Count is adjusted to currently asking according to the distribution
Dispatch thread is asked to be adjusted.
It is described in one of the embodiments, that network performance is carried out according to the request sub-procedure treating duration statistical data
Setting is adjusted, including：
Request distribution statistics duration is obtained from the request sub-procedure treating duration statistical data and statistics is established in link
Duration；
It calculates the request distribution statistics duration and links the response time ratio for establishing statistics duration；
When the response time ratio is less than the second preset ratio threshold value, domain name buffer queue is opened；
When carrying out dissection process to the domain name of the network request in handling link in the network request, from the domain
The first IP address corresponding with domain name is searched in name buffer queue as analysis result.
Further include in one of the embodiments,：
When being searched less than the first IP address corresponding with domain name from domain name buffer queue, the network is asked
Processing link pair domain name is asked to be parsed to obtain the second IP address；
By domain name and the second IP address associated storage to domain name buffer queue.
Further include in one of the embodiments,：
The network request for counting preset quantity seeks subprocess response time, and when being responded according to the request subprocess of statistics
It is long to calculate request distribution single machine duration；
Distribute single machine duration and request distribution statistics duration calculation request distribution time difference according to the request；
When the request distribution time difference being more than preset time difference threshold value, the request distribution single machine duration and institute are calculated
State the distribution time ratio of request distribution statistics duration；
The quantity of current request dispatch thread is configured according to the distribution time ratio.
A kind of network performance monitoring device, described device include：
Request issues logging modle, for the network request issued to be put into request queue in main thread, by described
The network request is distributed to corresponding current request dispatch thread and is handled by request queue, and records the network request
Issue timestamp；
Link enables module, is currently asked for that ought detect that the network request is assigned to described in the main thread
When asking in dispatch thread, enables network request and handle link；
Subprocess response computation module, for splitting the network request in handling link in the network request
The deconsolidation process time is handled and recorded, timestamp is issued according in the main thread and the deconsolidation process time calculates
The request subprocess response time of the network request；
Data transmission blocks, for obtaining current network environment parameters in the main thread, by the network environment
Parameter is sent to server with the request subprocess response time and carries out network performance analysis.
A kind of computer equipment, including memory and processor, the memory are stored with computer program, the processing
The step of device realizes the above method when executing the computer program.
A kind of computer readable storage medium, is stored thereon with computer program, and the computer program is held by processor
The step of above method is realized when row.
Above-mentioned network performance monitoring method, device, computer equipment and storage medium issue timestamp to network request
It is recorded, network request handles link and the request process of network request is carried out deconsolidation process, according to issuing for network request
Timestamp and deconsolidation process time calculate the response time that subprocess is respectively asked in network request, so as to accurately get
The handling duration of each response phase in network request, and current network environment parameters are obtained, by network environment parameters and each sound
The handling duration in stage is answered to be sent to server together, so that server can ask network for different network environments
It asks the response performance in each stage to carry out accuracy analysis, network performance monitoring effect can be effectively improved.
Description of the drawings
Fig. 1 is the application scenario diagram of network performance monitoring method in one embodiment；
Fig. 2 is the flow diagram of network performance monitoring method in one embodiment；
Fig. 3 is the flow diagram of network performance monitoring method in another embodiment；
Fig. 4 is the structure diagram of network performance monitoring device in one embodiment；
Fig. 5 is the internal structure chart of one embodiment Computer equipment.
Specific implementation mode
It is with reference to the accompanying drawings and embodiments, right in order to make the object, technical solution and advantage of the application be more clearly understood
The application is further elaborated.It should be appreciated that specific embodiment described herein is only used to explain the application, not
For limiting the application.
Network performance monitoring method provided by the present application can be applied in application environment as shown in Figure 1.Wherein, eventually
End is communicated by network with server.The network request issued is put into request queue by terminal, is recorded under network request
Timestamp is sent out, when network request is assigned in main thread into current request dispatch thread, enables network request process chain
Network request is carried out deconsolidation process in processing link is asked at network and records the deconsolidation process time, according under record by road
It sends out timestamp and the deconsolidation process time calculates each request subprocess response time of network request, terminal obtains in main thread to be worked as
Network environment parameters are sent to server by preceding network environment parameters together with calculated request subprocess response time,
Server carries out network performance analysis according to the data of reception.Wherein, terminal can be, but not limited to be various personal computers, pen
Remember that this computer, smart mobile phone, tablet computer and portable wearable device, server can be either more with independent server
The server cluster of a server composition is realized.
In one embodiment, as shown in Fig. 2, providing a kind of network performance monitoring method, it is applied to Fig. 1 in this way
In terminal for illustrate, include the following steps：
Step 210, the network request issued is put into request queue in main thread, by request queue by network request
Distribution is handled to corresponding current request dispatch thread, and record network request issues timestamp.
Terminal, when having detected that network request issues, the network request issued is put when carrying out network request processing
Enter in request queue.
Main thread and multiple sub-line journeys are provided in terminal, main thread and sub-line journey handle different tasks respectively, collaboration
Work.The network request issued is put into request queue by terminal in main thread, and that records network request issues the time
Stamp, specifically, terminal can obtain the request mark of network request, will request mark with issue the time and be associated record.
Terminal is distributed network request into corresponding current request dispatch thread by request queue, and network request is being worked as
The preceding medium processing to be distributed of request dispatch thread.The quantity of current request dispatch thread can be one or more, current request
Dispatch thread can correspond to certain types of network request, and terminal can be according to information searchings such as the request address of network request
To current request dispatch thread corresponding with network request.
Current request dispatch thread is used to search current with the presence or absence of effectively request processing sub-line journey can be to network request
It is handled, when not finding effectively request processing sub-line journey, network request continues in current request dispatch thread
It waits for, when finding effectively request processing sub-line journey, then network request is put into the request processing sub-line journey found and is carried out
Processing.
Step 220, when detecting that network request is assigned into current request dispatch thread in main thread, net is enabled
Network request processing link.
When terminal detects that network request is assigned into current request dispatch thread in main thread, enables network and ask
Seek processing link.Network request processing link is asked for being monitored to the distribution situation of network request, and when monitoring network
It asks and is dispensed to request processing sub-line journey when being handled, intercept process is carried out to network request, to each of network request
Processing stage is monitored.
Step 230, network request is subjected to deconsolidation process in network request handles link and records the deconsolidation process time,
According to the request subprocess response time for issuing timestamp and deconsolidation process time calculating network request in main thread.
Network request is split into multiple request subprocess and handled by network request processing link, is torn open carrying out subprocess
Timesharing can be split according to user-defined subprocess, can also be torn open according to the stage is managed everywhere in network request
Point, the process for process, terminal and server the progress data exchange that terminal establishes connection with server can such as be split respectively
Out.Deconsolidation process can also be carried out to network request according to other modes in network request handles link, however it is not limited on
State mode.
The processing time of each request stage splitted out is recorded in network request handles link, main thread obtains
The deconsolidation process time for taking each request stage that network request link records, when can be according to timestamp and deconsolidation process is issued
Between, since network request is divided into multiple request subprocess issuing to the process that is disposed of request, and when according to issuing
Between stamp and the deconsolidation process time calculated in main thread it is multiple request subprocess response times.
Step 240, current network environment parameters are obtained in main thread, and network environment parameters and request subprocess are rung
The seasonable long server that is sent to carries out network performance analysis.
Terminal obtains the current network environment parameters of terminal in main thread, and network environment parameters can include but is not limited to
State of network residing for terminal such as wireless network, 3G network, 4G networks etc., terminal models, application version number etc..Terminal will obtain
Network environment parameters with it is calculated it is each request subprocess response time together be sent to server so that server according to
The data that terminal uploads carry out data analysis to the network performance of terminal.
Terminal can count calculated in preset time threshold when sending the response time of network request to server
The response time data of the request subprocess of multiple network requests, carry out at analysis the response time data of multiple network requests
Reason can such as carry out multiple response times rejecting abnormal data, equalization processing etc., being averaged multiple response times
The characterization value as reflection terminal overall network request response handling duration such as value, I d median, by characterization value together with network rings
Border parameter is sent to server.Preset time threshold can be configured according to terminal network performance monitoring demand, can such as be set
It is set to 1 hour, 2 hours or 1 day etc..
Server can receive the request subprocess response time data and network rings of the network request that multiple terminals are sent
Border supplemental characteristic classifies response time data according to network environment parameters data, relatively by residing network environment
The response time data of terminal be divided in one kind, data analysis carried out respectively to the network performance of each Terminal Type, and into
When row data analysis, the terminal response process performance of each network request subprocess is first analyzed respectively, further according to the end of each subprocess
The response process performance of end response process performance analysis network request entirety.
In the present embodiment, the timestamp that issues of terminal-pair network request is recorded, and network request handles link by net
Network request request process carry out deconsolidation process, according to network request issue timestamp and the deconsolidation process time calculates network
The response time that subprocess is respectively asked in request, when so as to accurately get the processing of each response phase in network request
It is long, and current network environment parameters are obtained, the handling duration of network environment parameters and each response phase is sent to clothes together
Business device, so that the response time big data for the network request that server can be sent according to each terminal, for different nets
Network environment to the response performance of each request stage of network request, analyze with carrying out more fine granularity by accuracy, can effectively improve network
Performance monitoring effect.
In one embodiment, network request is subjected to deconsolidation process in network request handles link and recorded at fractionation
The time is managed, according to the request subprocess response time for issuing timestamp and deconsolidation process time calculating network request in main thread
Step 230 may include：Network request is split into link by network request processing link and establishes process and data exchange
Process is handled；The first initial time and data exchange process that process is established in link record link are handled by network request
The second initial time and data exchange process the exchange end time；Basis issues timestamp and the first starting in main thread
Time computation requests distribute response time, when establishing response according to above-mentioned first initial time and the second initial time calculating linking
It is long, according to the second initial time and exchange end time calculating data exchange response time.
In the present embodiment, network is asked according to the request processing stage of network request in network request handles link
Asking process to be split as, process is established in link and data exchange process is handled.Wherein, it is terminal and request that process is established in link
The corresponding server in address establishes the process of network communication connection, and it also includes DNS name resolution process in the process that link, which is established,；Number
It is the process that terminal server corresponding with request address mutually sends network data according to exchange process.
In one embodiment, network request processing link can be made of multiple interceptor (interception) chain, multiple
The mode that hierarchy nesting may be used in interceptor chains is called.If network request processing link may include 3
Interceptor chains, first interceptor chain are used to monitor and record enabling time and the place of network request processing link
It manages the end time, second interceptor chain, which is used to establish process to link, is handled and monitored processing time, lattice chain
After connecing foundation, it is transferred to third interceptor chains and is handled data exchange process and monitored processing time, number
First interceptor chain, the processing end time of record network request processing link are fed back to after according to exchange again.
Terminal handles the processing interception mechanism of each interceptor chains in link by network request, respectively record link
At the end of the exchange for establishing the first initial time of process, the second initial time of data exchange process and data exchange process
Between.
The main thread of terminal obtains the first initial time, the second initial time and exchanges the end time.It is obtained in main thread
It takes network request is corresponding to issue timestamp, calculate the first initial time and issues the first time difference of timestamp, by first
Time difference as network request request distribute response time, as network request from be issued to be distributed processing between when
It is long；The second time difference for calculating the second initial time and the first initial time, using the second time difference as network request
Response time is established in link, and the processing response time of process is established in as link；When calculating the exchange end time with the second starting
Between third time difference, using third time difference as data exchange response time, the as processing of data exchange process is rung
Answer duration.
In the present embodiment, each request to network request can be facilitated to handle by the way that interceptor interception chains are arranged
Subprocess is intercepted and is handled, and being capable of processing starting and end time of the accurate recording to each request subprocess.
In one embodiment, as shown in figure 3, network performance monitoring method further includes：
Step 250, the network performance analysis report corresponding with network environment parameters that server returns is received.
The request subprocess response time and network environment parameters that server receiving terminal is sent, and lookup and network environment
The request subprocess response time data that stored other-end is sent on the corresponding server of parameter, server can will ask
Subprocess response time is asked to be added in the response time data found, when the number of storage request subprocess response time data
It is for statistical analysis to request subprocess response time data when reaching predetermined threshold value according to amount, it is generated according to statistic analysis result
Network performance analysis report.
Specifically, server can count the average response duration of each request subprocess, and whole network request responded
Respectively ask the duration distribution situation of subprocess in journey, and entire response time shared by the response time of each request subprocess when
Long ratio etc., server can also be for statistical analysis to other network performance indexes, and according to the system of every network performance index
It counts result and generates network performance analysis report.Server returns to network performance analysis report corresponding with network environment parameters
Terminal.
Step 260, the extraction request subprocess response time statistical data from network performance analysis report.
After terminal receives the network performance analysis report of server transmission, son is extracted from network performance analysis report
Process response time statistical data, such as the average response duration of request distribution response process, link establish the average response of process
The average response duration etc. of duration and data exchange process.
Step 270, network performance is carried out according to request sub-procedure treating duration statistical data and adjusts setting.
Terminal such as can be calculated, be compared to the every statistical data extracted at the data processings, and according to data processing
As a result the network performance analysis of same Terminal Type is carried out, and corresponding adjust is carried out to terminal according to network performance analysis result and is set
It sets, is optimized with the network response performance to terminal.
In one embodiment, terminal, can be by network after the network performance analysis report for receiving server transmission
Performance analysis report is shown, and generates corresponding optimization of network performance setting options according to network performance analysis result, will
Optimization of network performance setting options are shown, are selected optimization of network performance setting options by user, are selected according to user
The optimization of network performance setting options selected to terminal adjust and be arranged accordingly.
In the present embodiment, the network performance analysis report that terminal can be returned with automatic serving device carries out data extraction and divides
It analyses, and carries out to optimize the adjusting setting of terminal network response performance automatically according to analysis result.
In one embodiment, the step that network performance adjusts setting is carried out according to request sub-procedure treating duration statistical data
Rapid 270 may include：Request distribution statistics duration is obtained from request sub-procedure treating duration statistical data and system is established in link
Timing is long；Computation requests distribution statistics duration and the response time ratio for linking foundation statistics duration；When response time ratio is more than the
When one preset ratio threshold value, the response time is calculated than the proportional difference with the first preset ratio threshold value；It obtains and proportional difference pair
The distribution answered adjusts Thread Count, and adjusting Thread Count according to distribution is adjusted current request dispatch thread.
In the present embodiment, request distribution statistics duration can be to be collected from the similar terminal of multiple network environment parameters
The statistical indicator of request distribution response time, such as average value, I d median, similarly, link establish statistics duration with for from
The statistical indicator of response time is established in the link that the similar terminal of multiple network environment parameters is collected.Terminal is from request subprocess
Request distribution statistics duration is extracted in reason duration statistical data and statistics duration is established in link, and calculates request distribution statistics
Duration establishes the ratio time ratio in response of statistics duration with linking.
Terminal obtains pre-stored first preset ratio threshold value, and in the present embodiment, the first preset ratio threshold value is number
Numerical value of the value more than 1.Response time ratio is compared by terminal with the first preset ratio threshold value, when terminal decision response time ratio
When more than the first preset ratio threshold value, it is poorer as ratio than with the difference of the first preset ratio threshold value that server calculates the response time
Value.
Terminal obtains the correspondence that pre-stored proportional difference adjusts Thread Count with distribution, and same distribution adjusts thread
Numerical value can correspond to a proportional difference range, and terminal searches the proportional difference range where proportional difference, and search with than
The corresponding distribution of example difference range adjusts Thread Count.When the response time is bigger, show whole shared by request distribution response time
The large percentage of a request response time needs to optimize request distribution procedure.Therefore, terminal adjusts thread according to distribution
Number increases the quantity of current request dispatch thread, reduces the time that network request waits for distribution processor.
In one embodiment, when the response time, ratio was not above the first preset ratio threshold value, can continue to keep working as
The quantity of preceding request dispatch thread is arranged.
In one embodiment, the step that network performance adjusts setting is carried out according to request sub-procedure treating duration statistical data
Rapid 270 may include：Request distribution statistics duration is obtained from request sub-procedure treating duration statistical data and system is established in link
Timing is long；Computation requests distribution statistics duration and the response time ratio for linking foundation statistics duration；When response time ratio is less than the
When two preset ratio threshold values, domain name buffer queue is opened；The domain name of network request is carried out in handling link in network request
When dissection process, the first IP address corresponding with domain name is searched from domain name buffer queue as analysis result.
In the present embodiment, the response time than computational methods be referred to the mode described in above-described embodiment, herein
It repeats no more.After terminal calculates response time ratio, the second preset ratio threshold value is obtained, the second preset ratio threshold value can be
A numerical value equal to 1 or less than 1.
Response time ratio is compared by terminal with the second preset ratio threshold value, is less than when terminal determines response time ratio
When the second preset ratio threshold value, illustrate that the time that link is established shared by subprocess is relatively long, terminal needs to establish son to link
The network response performance of process optimizes.The resolving that terminal-pair DNS domain name in subprocess is established in link occupies one
Fixed handling duration.Terminal opens domain name buffer queue, and processed network request is stored in domain name buffer queue
The correspondence of domain name and corresponding IP address.When network request carries out domain name mapping by processing, terminal is cached from domain name first
Search whether there is the first IP address corresponding with network request domain name, when it is present, first will directly found in queue
IP address is as domain name mapping result it is not necessary to dissection process be carried out for the domain name of network request again, so as to shorten link
Establish the handling duration of subprocess.
In one embodiment, network performance monitoring method can also include：When from domain name buffer queue search less than
When the first IP address corresponding with domain name, network request processing link pair domain name is parsed to obtain the second IP address；By domain name
With the second IP address associated storage to domain name buffer queue.
When terminal is searched from domain name buffer queue less than the first IP address corresponding with domain name, terminal is asked by network
It asks processing link pair domain name to be parsed, obtains corresponding second IP address of network request domain name, and continue the sound of network request
It should handle.The second IP address that parsing obtains is associated with the domain name of network request and is added in domain name buffer queue by terminal, right
Domain name buffer queue is updated.It, can be according to the request number of times of network request during newer to domain name buffer queue
IP address in queue is ranked up, the IP address of the network request more than request number of times is arranged it is first, when domain name caches team
When row have been expired, is replaced with the IP address of newly-increased network request and come last IP address, to improve domain name buffer queue
Utilization rate.
It in one embodiment, can be with when the calculated response time ratio of terminal is not less than the second preset ratio threshold value
Domain name buffer queue is closed, data storage processing process is reduced.
In one embodiment, network performance monitoring method can also include：Count asking for the network request of preset quantity
Subprocess response time, and request distribution single machine duration is calculated according to the request subprocess response time of statistics；According to request
Distribute single machine duration and request distribution statistics duration calculation request distribution time difference；It is more than preset time when the request distribution time difference
When poor threshold value, computation requests distribute the distribution time ratio of single machine duration and request distribution statistics duration；Current request is distributed into line
The quantity of journey is configured according to distribution time ratio.
In the present embodiment, the request distribution processor duration for the network request that terminal-pair the machine issues carries out data statistics.
Specifically, after the network request of terminal monitoring to preset quantity, which has been processed, to be finished, terminal gets the request of each network request
Subprocess response time extracts request distribution response time, according to multiple network requests from request subprocess response time
Request distribution response time calculate terminal the machine request distribution single machine duration.Terminal can be asked when calculating to multiple
It asks distribution response time data to carry out the pretreatments such as the rejecting of abnormal data, calculates average value or the use of pretreated data
The statistics index that other statistic algorithms obtain request distribution response time data distributes single machine duration as the request of terminal.
When terminal calculates the difference of request distribution single machine duration and the request distribution statistics duration as request distribution
Between it is poor.Terminal obtains preset time difference threshold value, and preset time difference threshold value is the numerical value more than 0, when terminal determines request
When distributing the time difference more than preset time difference threshold value, when terminal calculates request distribution single machine duration with request distribution statistics
Long ratio is as distribution time ratio.Terminal obtains corresponding pass of the pre-stored distribution time than adjusting Thread Count with distribution
System, and search and adjust Thread Count with the distribution answered of distribution Time transfer receiver, distribution time ratio and increased distribution adjusting Thread Count at
Positive correlation.The quantity of current request dispatch thread is adjusted into Thread Count according to corresponding distribution and carries out increase setting, to
Reduce the time that network request in terminal the machine waits for distribution processor.
In the present embodiment, tune of the terminal in addition to the network performance analysis report progress network performance sent according to server
Except section, also the request of terminal the machine distribution response performance is monitored and is adjusted, to prevent because of terminal itself treatability
The exception of network response performance caused by energy exception can be by increasing request when terminal processes performance occurs apparent abnormal
Optimization is adjusted in the quantity of dispatch thread.In other embodiments, terminal can also be by request distribution single machine duration and request
Distribution statistics duration is compared, and when request distribution single machine duration is apparently higher than request distribution statistics duration, generates request point
Hair abnormal prompt is shown, is reminded user.
It should be understood that although each step in the flow chart of Fig. 2-3 is shown successively according to the instruction of arrow,
These steps are not that the inevitable sequence indicated according to arrow executes successively.Unless expressly stating otherwise herein, these steps
Execution there is no stringent sequences to limit, these steps can execute in other order.Moreover, at least one in Fig. 2-3
Part steps may include that either these sub-steps of multiple stages or stage are not necessarily in synchronization to multiple sub-steps
Completion is executed, but can be executed at different times, the execution sequence in these sub-steps or stage is also not necessarily successively
It carries out, but can either the sub-step of other steps or at least part in stage be in turn or alternately with other steps
It executes.
In one embodiment, as shown in figure 4, providing a kind of network performance monitoring device, including：Request issues record
Module 410, link enable module 420, subprocess response computation module 430 and data transmission blocks 440, wherein：
Request issues logging modle 410, for the network request issued to be put into request queue in main thread, by asking
It asks queue to distribute network request to corresponding current request dispatch thread to handle, and record network request issues the time
Stamp.
Link enables module 420, detects that network request is assigned to current request distribution line in main thread for working as
When in journey, enables network request and handle link.
Subprocess response computation module 430, for network request to be carried out deconsolidation process in handling link in network request
And the deconsolidation process time is recorded, according to request for issuing timestamp and deconsolidation process time calculating network request in main thread
Process response time.
Data transmission blocks 440, for obtaining current network environment parameters in main thread, by network environment parameters with
Request subprocess response time is sent to server and carries out network performance analysis.
In one embodiment, subprocess response computation module 430 may include：
Deconsolidation process module establishes process sum number for network request to be split into link by network request processing link
It is handled according to exchange process.
Process time logging modle, when establishing the first starting of process for handling link record link by network request
Between and the second initial time of data exchange process and the exchange end time of data exchange process.
Response time computing module, for basis to issue timestamp in main thread and the first initial time computation requests are divided
Response time is sent out, response time is established according to the first initial time and the second initial time calculating linking, when being originated according to second
Between and exchange the end time calculate data exchange response time.
In one embodiment, network performance monitoring device can also include：
Report receiving module, the network performance analysis report corresponding with network environment parameters for receiving server return
It accuses.
Statistical data extraction module, for the extraction request subprocess response time statistical number from network performance analysis report
According to.
Setup module is adjusted, setting is adjusted for carrying out network performance according to request sub-procedure treating duration statistical data.
In one embodiment, adjusting setup module may include：
Subprocess duration acquisition module, for obtaining request distribution statistics from request sub-procedure treating duration statistical data
Statistics duration is established in duration and link.
Time than computing module, counts duration and links and establish the response time for counting duration for computation requests distribution
Than.
Proportional difference computing module, for when response time ratio is more than the first preset ratio threshold value, calculating the response time
Than the proportional difference with the first preset ratio threshold value.
Thread adjustment module adjusts Thread Count for obtaining distribution corresponding with proportional difference, thread is adjusted according to distribution
It is several that current request dispatch thread is adjusted.
In one embodiment, adjusting setup module may include：
Subprocess duration acquisition module, for obtaining request distribution statistics from request sub-procedure treating duration statistical data
Statistics duration is established in duration and link.
Time than computing module, counts duration and links and establish the response time for counting duration for computation requests distribution
Than.
Queue opening module, for when response time ratio is less than the second preset ratio threshold value, opening domain name buffer queue.
Address search module, for carrying out dissection process to the domain name of network request in handling link in network request
When, the first IP address corresponding with domain name is searched from domain name buffer queue as analysis result.
In one embodiment, network performance monitoring device can also include：
Domain name mapping module is used for when being searched less than the first IP address corresponding with domain name from domain name buffer queue,
Network request processing link pair domain name is parsed to obtain the second IP address.
Queue update module is used for domain name and the second IP address associated storage to domain name buffer queue.
In one embodiment, network performance monitoring device can also include：
Single machine duration calculation module, the network request for counting preset quantity seek subprocess response time, and according to
The request subprocess response time of statistics calculates request distribution single machine duration.
Distribute time difference computing module, for according to request distribution single machine duration and request distribution statistics duration calculation request
Distribute the time difference.
Distribute the time than computing module, is used for when the request distribution time difference being more than preset time difference threshold value, computation requests
Distribute the distribution time ratio of single machine duration and request distribution statistics duration.
Dispatch thread adjustment module, for the quantity of current request dispatch thread to be configured according to distribution time ratio.
Specific about network performance monitoring device limits the limit that may refer to above for network performance monitoring method
Fixed, details are not described herein.Modules in above-mentioned network performance monitoring device can fully or partially through software, hardware and its
It combines to realize.Above-mentioned each module can be embedded in or in the form of hardware independently of in the processor in computer equipment, can also
It is stored in a software form in the memory in computer equipment, in order to which processor calls the above modules of execution corresponding
Operation.
In one embodiment, a kind of computer equipment is provided, which can be terminal, internal structure
Figure can be as shown in Figure 5.The computer equipment includes the processor connected by system bus, memory, network interface, display
Screen and input unit.Wherein, the processor of the computer equipment is for providing calculating and control ability.The computer equipment is deposited
Reservoir includes non-volatile memory medium, built-in storage.The non-volatile memory medium is stored with operating system and computer journey
Sequence.The built-in storage provides environment for the operation of operating system and computer program in non-volatile memory medium.The calculating
The network interface of machine equipment is used to communicate by network connection with external terminal.When the computer program is executed by processor with
Realize a kind of network performance monitoring method.The display screen of the computer equipment can be that liquid crystal display or electric ink are shown
Screen, the input unit of the computer equipment can be the touch layer covered on display screen, can also be on computer equipment shell
Button, trace ball or the Trackpad of setting can also be external keyboard, Trackpad or mouse etc..
It will be understood by those skilled in the art that structure shown in Fig. 5, is only tied with the relevant part of application scheme
The block diagram of structure does not constitute the restriction for the computer equipment being applied thereon to application scheme, specific computer equipment
May include either combining certain components than more or fewer components as shown in the figure or being arranged with different components.
In one embodiment, a kind of computer equipment, including memory and processor are provided, which is stored with
Computer program, the processor realize following steps when executing computer program：The network request issued is put in main thread
Enter request queue, network request is distributed to corresponding current request dispatch thread by request queue and is handled, and is recorded
Network request issues timestamp；When detecting that network request is assigned into current request dispatch thread in main thread,
It enables network request and handles link；Network request is subjected to deconsolidation process in network request handles link and records deconsolidation process
Time, according to the request subprocess response time for issuing timestamp and deconsolidation process time calculating network request in main thread；
Current network environment parameters are obtained in main thread, and network environment parameters and request subprocess response time are sent to service
Device carries out network performance analysis.
In one embodiment, it realizes when processor executes computer program and asks network in network request handles link
It asks and carries out deconsolidation process and record the deconsolidation process time, basis issues timestamp in main thread and the deconsolidation process time calculates net
It is additionally operable to when the request subprocess response time of network request：Network request link is split by network request processing link to build
Vertical process and data exchange process are handled；When establishing the first starting of process by network request processing link record link
Between and the second initial time of data exchange process and the exchange end time of data exchange process；Basis issues in main thread
Timestamp and the first initial time computation requests distribute response time, and chain is calculated according to the first initial time and the second initial time
It connects and establishes response time, according to the second initial time and exchange end time calculating data exchange response time.
In one embodiment, following steps are also realized when processor executes computer program：Receive what server returned
Network performance analysis report corresponding with network environment parameters；From network performance analysis report when extraction request subprocess response
Long statistical data；Network performance, which is carried out, according to request sub-procedure treating duration statistical data adjusts setting.
In one embodiment, it is realized when processor executes computer program according to request sub-procedure treating duration statistical number
It is additionally operable to according to when carrying out network performance adjusting setting：Request distribution statistics is obtained from request sub-procedure treating duration statistical data
Statistics duration is established in duration and link；Computation requests distribution statistics duration and the response time ratio for linking foundation statistics duration；When
When response time ratio is more than the first preset ratio threshold value, the response time is calculated than the proportional difference with the first preset ratio threshold value；
It obtains distribution corresponding with proportional difference and adjusts Thread Count, adjusting Thread Count according to distribution adjusts current request dispatch thread
Section.
In one embodiment, it is realized when processor executes computer program according to request sub-procedure treating duration statistical number
It is additionally operable to according to network performance adjusting setting is carried out：When obtaining request distribution statistics from request sub-procedure treating duration statistical data
Statistics duration is established in long and link；Computation requests distribution statistics duration and the response time ratio for linking foundation statistics duration；Response
When time ratio is less than the second preset ratio threshold value, domain name buffer queue is opened；Network is asked in handling link in network request
When the domain name asked carries out dissection process, the first IP address corresponding with domain name is searched from domain name buffer queue as parsing knot
Fruit.
In one embodiment, following steps are also realized when processor executes computer program：When from domain name buffer queue
When middle lookup is less than the first IP address corresponding with domain name, network request processing link pair domain name is parsed with obtaining the 2nd IP
Location；By domain name and the second IP address associated storage to domain name buffer queue.
In one embodiment, following steps are also realized when processor executes computer program：Count the net of preset quantity
Subprocess response time is sought in network request, and when calculating request distribution single machine according to the request subprocess response time of statistics
It is long；According to request distribution single machine duration and request distribution statistics duration calculation request distribution time difference；When the time difference is distributed in request
When threshold value poor more than preset time, computation requests distribute the distribution time ratio of single machine duration and request distribution statistics duration；It will work as
The quantity of preceding request dispatch thread is configured according to distribution time ratio.
In one embodiment, a kind of computer readable storage medium is provided, computer program is stored thereon with, is calculated
Machine program realizes following steps when being executed by processor：The network request issued is put into request queue in main thread, is passed through
Network request is distributed to corresponding current request dispatch thread and is handled by request queue, and records when issuing of network request
Between stab；When detecting that network request is assigned into current request dispatch thread in main thread, network request processing is enabled
Link；Network request is subjected to deconsolidation process in network request handles link and records the deconsolidation process time, in main thread
According to the request subprocess response time for issuing timestamp and deconsolidation process time calculating network request；It obtains and works as in main thread
Network environment parameters are sent to server with request subprocess response time and carry out network performance point by preceding network environment parameters
Analysis.
In one embodiment, it is realized network when computer program is executed by processor in network request handles link
Request carries out deconsolidation process and records the deconsolidation process time, and basis issues timestamp in main thread and the deconsolidation process time calculates
It is additionally operable to when the request subprocess response time of network request：Link is handled by network request, and network request is split into link
It establishes process and data exchange process is handled；The first starting that process is established in link record link is handled by network request
The exchange end time of the second initial time and data exchange process of time and data exchange process；In main thread under
It sends out timestamp and the first initial time computation requests distributes response time, calculated according to the first initial time and the second initial time
Response time is established in link, according to the second initial time and exchanges end time calculating data exchange response time.
In one embodiment, following steps are realized when computer program is executed by processor：Receive what server returned
Network performance analysis report corresponding with network environment parameters；From network performance analysis report when extraction request subprocess response
Long statistical data；Network performance, which is carried out, according to request sub-procedure treating duration statistical data adjusts setting.
In one embodiment, it is realized when computer program is executed by processor according to request sub-procedure treating duration statistics
Data be additionally operable to when network performance adjusts setting：Request distribution system is obtained from request sub-procedure treating duration statistical data
Timing is long and statistics duration is established in link；Computation requests distribution statistics duration and the response time ratio for linking foundation statistics duration；
When response time ratio is more than the first preset ratio threshold value, it is poorer than with the ratio of the first preset ratio threshold value to calculate the response time
Value；Obtain corresponding with proportional difference distribution and adjust Thread Count, according to distribute adjusting Thread Count to current request dispatch thread into
Row is adjusted.
In one embodiment, it is realized when computer program is executed by processor according to request sub-procedure treating duration statistics
Data carry out network performance adjusting setting and are additionally operable to：Request distribution statistics is obtained from request sub-procedure treating duration statistical data
Statistics duration is established in duration and link；Computation requests distribution statistics duration and the response time ratio for linking foundation statistics duration；It rings
When between seasonable than less than the second preset ratio threshold value, domain name buffer queue is opened；To network in handling link in network request
When the domain name of request carries out dissection process, the first IP address corresponding with domain name is searched from domain name buffer queue as parsing knot
Fruit.
In one embodiment, following steps are also realized when computer program is executed by processor：When from domain name cache team
When searching less than the first IP address corresponding with domain name in row, network request processing link pair domain name is parsed to obtain the 2nd IP
Address；By domain name and the second IP address associated storage to domain name buffer queue.
In one embodiment, following steps are also realized when computer program is executed by processor：Count the net of preset quantity
Subprocess response time is sought in network request, and when calculating request distribution single machine according to the request subprocess response time of statistics
It is long；According to request distribution single machine duration and request distribution statistics duration calculation request distribution time difference；When the time difference is distributed in request
When threshold value poor more than preset time, computation requests distribute the distribution time ratio of single machine duration and request distribution statistics duration；It will work as
The quantity of preceding request dispatch thread is configured according to distribution time ratio.
One of ordinary skill in the art will appreciate that realizing all or part of flow in above-described embodiment method, being can be with
Relevant hardware is instructed to complete by computer program, the computer program can be stored in a non-volatile computer
In read/write memory medium, the computer program is when being executed, it may include such as the flow of the embodiment of above-mentioned each method.Wherein,
Any reference to memory, storage, database or other media used in each embodiment provided herein,
Including non-volatile and/or volatile memory.Nonvolatile memory may include read-only memory (ROM), programming ROM
(PROM), electrically programmable ROM (EPROM), electrically erasable ROM (EEPROM) or flash memory.Volatile memory may include
Random access memory (RAM) or external cache.By way of illustration and not limitation, RAM is available in many forms,
Such as static state RAM (SRAM), dynamic ram (DRAM), synchronous dram (SDRAM), double data rate sdram (DDRSDRAM), enhancing
Type SDRAM (ESDRAM), synchronization link (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM
(RDRAM), direct memory bus dynamic ram (DRDRAM) and memory bus dynamic ram (RDRAM) etc..
Each technical characteristic of above example can be combined arbitrarily, to keep description succinct, not to above-described embodiment
In each technical characteristic it is all possible combination be all described, as long as however, the combination of these technical characteristics be not present lance
Shield is all considered to be the range of this specification record.
The several embodiments of the application above described embodiment only expresses, the description thereof is more specific and detailed, but simultaneously
It cannot therefore be construed as limiting the scope of the patent.It should be pointed out that coming for those of ordinary skill in the art
It says, under the premise of not departing from the application design, various modifications and improvements can be made, these belong to the protection of the application
Range.Therefore, the protection domain of the application patent should be determined by the appended claims.
Claims (10)
1. a kind of network performance monitoring method, the method includes：
The network request issued is put into request queue in main thread, is distributed the network request by the request queue
It is handled to corresponding current request dispatch thread, and record the network request issues timestamp；
When detecting that the network request is assigned into the current request dispatch thread in the main thread, net is enabled
Network request processing link；
The network request is subjected to deconsolidation process in the network request handles link and records the deconsolidation process time, in institute
It states in main thread and to issue timestamp according to and the deconsolidation process time calculates the request subprocess of the network request and rings
Answer duration；
Current network environment parameters are obtained in the main thread, and the network environment parameters and the request subprocess are rung
The seasonable long server that is sent to carries out network performance analysis.
2. according to the method described in claim 1, it is characterized in that, described ask the network in network request handles link
It asks and carries out deconsolidation process and record the deconsolidation process time, issued at timestamp and the fractionation according in the main thread
The reason time calculates the request subprocess response time of the network request, including：
By the network request handle link by the network request split into link establish process and data exchange process into
Row processing；
The link, which is recorded, by network request processing link establishes the first initial time of process and the data exchange
Second initial time of process and the exchange end time of the data exchange process；
Timestamp and the first initial time computation requests distribution response time, root are issued according in the main thread
Response time is established according to first initial time and the second initial time calculating linking, according to second initial time
Data exchange response time is calculated with the exchange end time.
3. according to the method described in claim 1, it is characterized in that, the method further includes：
Receive the network performance analysis report corresponding with the network environment parameters that the server returns；
The extraction request subprocess response time statistical data from the network performance analysis report；
Network performance, which is carried out, according to the request sub-procedure treating duration statistical data adjusts setting.
4. according to the method described in claim 3, it is characterized in that, described according to the request sub-procedure treating duration statistical number
Setting is adjusted according to network performance is carried out, including：
Request distribution statistics duration is obtained from the request sub-procedure treating duration statistical data and statistics duration is established in link；
It calculates the request distribution statistics duration and links the response time ratio for establishing statistics duration；
When the response time ratio is more than the first preset ratio threshold value, the response time ratio and the described first default ratio are calculated
The proportional difference of example threshold value；
It obtains distribution corresponding with the proportional difference and adjusts Thread Count, Thread Count is adjusted to current request point according to the distribution
Hair line journey is adjusted.
5. according to the method described in claim 3, it is characterized in that, described according to the request sub-procedure treating duration statistical number
Setting is adjusted according to network performance is carried out, including：
Request distribution statistics duration is obtained from the request sub-procedure treating duration statistical data and statistics duration is established in link；
It calculates the request distribution statistics duration and links the response time ratio for establishing statistics duration；
When the response time ratio is less than the second preset ratio threshold value, domain name buffer queue is opened；
It is slow from domain name when carrying out dissection process to the domain name of the network request in handling link in the network request
It deposits and searches the first IP address corresponding with domain name in queue as analysis result.
6. according to the method described in claim 5, it is characterized in that, the method further includes：
When being searched less than the first IP address corresponding with domain name from domain name buffer queue, at the network request
Reason link pair domain name is parsed to obtain the second IP address；
By domain name and the second IP address associated storage to domain name buffer queue.
7. method according to claim 4 or 5, which is characterized in that the method further includes：
Count the network request of preset quantity seeks subprocess response time, and according to the request subprocess response time meter of statistics
Calculate request distribution single machine duration；
Distribute single machine duration and request distribution statistics duration calculation request distribution time difference according to the request；
When the request distribution time difference being more than preset time difference threshold value, calculates the request distribution single machine duration and asked with described
Seek the distribution time ratio of distribution statistics duration；
The quantity of current request dispatch thread is configured according to the distribution time ratio.
8. a kind of network performance monitoring device, which is characterized in that described device includes：
Request issues logging modle, for the network request issued to be put into request queue in main thread, passes through the request
The network request is distributed to corresponding current request dispatch thread and is handled by queue, and is recorded under the network request
Send out timestamp；
Link enables module, detects that the network request is assigned to the current request point in the main thread for working as
When in hair line journey, enables network request and handle link；
Subprocess response computation module, for the network request to be carried out deconsolidation process in handling link in the network request
And the deconsolidation process time is recorded, it is issued described in timestamp and deconsolidation process time calculating according in the main thread
The request subprocess response time of network request；
Data transmission blocks, for obtaining current network environment parameters in the main thread, by the network environment parameters
It is sent to server with the request subprocess response time and carries out network performance analysis.
9. a kind of computer equipment, including memory and processor, the memory are stored with computer program, feature exists
In when the processor executes the computer program the step of any one of realization claim 1 to 7 the method.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program
The step of method described in any one of claim 1 to 7 is realized when being executed by processor.
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Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109828892A (en) * | 2018-12-17 | 2019-05-31 | 深圳壹账通智能科技有限公司 | Performance test methods, device, computer equipment and the storage medium of asynchronous interface |
| CN110224896A (en) * | 2019-06-24 | 2019-09-10 | 深圳前海桔子信息技术有限公司 | A kind of network performance data acquisition method, device, server and storage medium |
| CN110912786A (en) * | 2019-12-27 | 2020-03-24 | 深圳市星砺达科技有限公司 | Gateway pressure testing method and device, computer equipment and storage medium |
| CN112905358A (en) * | 2021-02-05 | 2021-06-04 | 中国工商银行股份有限公司 | Software distribution method, device and system of distributed system |
| CN113316184A (en) * | 2021-05-21 | 2021-08-27 | Tcl通讯（宁波）有限公司 | 5G network injection time statistical processing method and device, display equipment and storage medium |
| CN117194172A (en) * | 2023-10-11 | 2023-12-08 | 珠海世宁达科技有限公司 | Network card power supply control method and related device |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6446028B1 (en) * | 1998-11-25 | 2002-09-03 | Keynote Systems, Inc. | Method and apparatus for measuring the performance of a network based application program |
| CN101632067A (en) * | 2007-03-12 | 2010-01-20 | 思杰系统有限公司 | Systems and methods for end-user experience monitoring |
| CN106407078A (en) * | 2016-09-26 | 2017-02-15 | 中国工商银行股份有限公司 | An information interaction-based client performance monitoring device and method |
| US20170149615A1 (en) * | 2015-11-23 | 2017-05-25 | International Business Machines Corporation | Client-space network monitoring |
| CN107451049A (en) * | 2016-05-31 | 2017-12-08 | 邻客音公司 | Client bottleneck analysis is carried out using real user Monitoring Data |
-
2018
- 2018-05-23 CN CN201810498196.XA patent/CN108449237B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6446028B1 (en) * | 1998-11-25 | 2002-09-03 | Keynote Systems, Inc. | Method and apparatus for measuring the performance of a network based application program |
| CN101632067A (en) * | 2007-03-12 | 2010-01-20 | 思杰系统有限公司 | Systems and methods for end-user experience monitoring |
| US20170149615A1 (en) * | 2015-11-23 | 2017-05-25 | International Business Machines Corporation | Client-space network monitoring |
| CN107451049A (en) * | 2016-05-31 | 2017-12-08 | 邻客音公司 | Client bottleneck analysis is carried out using real user Monitoring Data |
| CN106407078A (en) * | 2016-09-26 | 2017-02-15 | 中国工商银行股份有限公司 | An information interaction-based client performance monitoring device and method |
Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109828892A (en) * | 2018-12-17 | 2019-05-31 | 深圳壹账通智能科技有限公司 | Performance test methods, device, computer equipment and the storage medium of asynchronous interface |
| CN109828892B (en) * | 2018-12-17 | 2023-02-28 | 深圳壹账通智能科技有限公司 | Performance test method and device of asynchronous interface, computer equipment and storage medium |
| CN110224896A (en) * | 2019-06-24 | 2019-09-10 | 深圳前海桔子信息技术有限公司 | A kind of network performance data acquisition method, device, server and storage medium |
| CN110912786A (en) * | 2019-12-27 | 2020-03-24 | 深圳市星砺达科技有限公司 | Gateway pressure testing method and device, computer equipment and storage medium |
| CN112905358A (en) * | 2021-02-05 | 2021-06-04 | 中国工商银行股份有限公司 | Software distribution method, device and system of distributed system |
| CN113316184A (en) * | 2021-05-21 | 2021-08-27 | Tcl通讯（宁波）有限公司 | 5G network injection time statistical processing method and device, display equipment and storage medium |
| CN113316184B (en) * | 2021-05-21 | 2022-09-02 | Tcl通讯（宁波）有限公司 | 5G network injection time statistical processing method and device, display equipment and storage medium |
| CN117194172A (en) * | 2023-10-11 | 2023-12-08 | 珠海世宁达科技有限公司 | Network card power supply control method and related device |
| CN117194172B (en) * | 2023-10-11 | 2024-03-22 | 珠海世宁达科技有限公司 | Network card power supply control method and related device |
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