CN108449237B - Network performance monitoring method and device, computer equipment and storage medium - Google Patents
Network performance monitoring method and device, computer equipment and storage medium Download PDFInfo
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- CN108449237B CN108449237B CN201810498196.XA CN201810498196A CN108449237B CN 108449237 B CN108449237 B CN 108449237B CN 201810498196 A CN201810498196 A CN 201810498196A CN 108449237 B CN108449237 B CN 108449237B
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Abstract
The application relates to a network performance monitoring method, a network performance monitoring device, computer equipment and a storage medium. The method comprises the following steps: the network request issuing method comprises the steps that issued network requests are placed into a request queue in a main thread, the network requests are distributed to a corresponding current request distributing thread through the request queue to be processed, and issuing timestamps of the network requests are recorded; when the main thread detects that the network request is distributed to the current request distribution thread, enabling a network request processing link; splitting the network request in a network request processing link and recording splitting processing time, and calculating the response time of a request subprocess of the network request in a main thread according to an issuing timestamp and the splitting processing time; and acquiring the current network environment parameter in the main thread, and sending the network environment parameter and the response time of the request subprocess to a server for network performance analysis. The method can improve the network performance monitoring effect.
Description
Technical Field
The present application relates to the field of computer technologies, and in particular, to a network performance monitoring method and apparatus, a computer device, and a storage medium.
Background
With the increasing demand for network request processing speed of clients, developers pay more and more attention to monitoring and improving network performance of clients.
However, currently, the service for monitoring the network performance of the client often only provides the overall processing duration data of the network request processing. However, the bottleneck problem in the network performance cannot be accurately located according to the overall data, and when the network performance is detected to be abnormal, effective performance optimization measures cannot be taken, so that the monitoring effect of the current network performance monitoring service is poor.
Disclosure of Invention
In view of the foregoing, it is desirable to provide a network performance monitoring method, device, computer device and storage medium capable of improving the network performance monitoring effect.
A method of network performance monitoring, the method comprising:
the method comprises the steps that issued network requests are placed into a request queue in a main thread, the network requests are distributed to a corresponding current request distribution thread through the request queue to be processed, and issuing timestamps of the network requests are recorded;
enabling a network request processing link when the network request is detected to be allocated to the current request distribution thread in the main thread;
splitting the network request in the network request processing link and recording splitting processing time, and calculating the request subprocess response time of the network request in the main thread according to the issuing timestamp and the splitting processing time;
and acquiring the current network environment parameter in the main thread, and sending the network environment parameter and the request subprocess response time length to a server for network performance analysis.
In one embodiment, the splitting the network request and recording splitting time in a network request processing link, and calculating a request subprocess response duration of the network request according to the delivery timestamp and the splitting time in the main thread includes:
splitting the network request into a link establishment process and a data exchange process for processing through the network request processing link;
recording a first start time of the link establishment procedure, a second start time of the data exchange procedure and an exchange end time of the data exchange procedure through the network request processing link;
and calculating the request distribution response time length according to the issuing timestamp and the first starting time in the main thread, calculating the link establishment response time length according to the first starting time and the second starting time, and calculating the data exchange response time length according to the second starting time and the exchange ending time.
In one embodiment, the method further comprises the following steps:
receiving a network performance analysis report which is returned by the server and corresponds to the network environment parameters;
extracting request subprocess response time length statistical data from the network performance analysis report;
and adjusting and setting the network performance according to the statistical data of the processing time of the request subprocess.
In one embodiment, the performing network performance adjustment setting according to the statistical data of the processing duration of the request sub-process includes:
acquiring request distribution statistical time and link establishment statistical time from the request subprocess processing time statistical data;
calculating the response time ratio of the request distribution statistical time length to the link establishment statistical time length;
when the response time ratio exceeds a first preset proportion threshold value, calculating a proportion difference value of the response time ratio and the first preset proportion threshold value;
and acquiring the distribution adjusting thread number corresponding to the proportion difference value, and adjusting the current request distribution thread according to the distribution adjusting thread number.
In one embodiment, the performing network performance adjustment setting according to the statistical data of the processing duration of the request sub-process includes:
acquiring request distribution statistical time and link establishment statistical time from the request subprocess processing time statistical data;
calculating the response time ratio of the request distribution statistical time length to the link establishment statistical time length;
when the response time ratio is lower than a second preset ratio threshold, opening a domain name cache queue;
when the domain name of the network request is analyzed in the network request processing link, a first IP address corresponding to the domain name is searched from the domain name cache queue as an analysis result.
In one embodiment, the method further comprises the following steps:
when the first IP address corresponding to the domain name cannot be searched in the domain name cache queue, the network request processing link analyzes the domain name to obtain a second IP address;
and storing the domain name and the second IP address in the domain name cache queue in an associated manner.
In one embodiment, the method further comprises the following steps:
counting the response time of the sub-process of the preset number of network requests, and calculating the time of the single machine request distribution according to the counted response time of the sub-process of the requests;
calculating a request distribution time difference according to the request distribution stand-alone time length and the request distribution statistical time length;
when the request distribution time difference exceeds a preset time difference threshold value, calculating the distribution time ratio of the request distribution single-machine time length and the request distribution statistical time length;
and setting the number of the current request distribution threads according to the distribution time ratio.
A network performance monitoring device, the device comprising:
the request issuing and recording module is used for putting the issued network request into a request queue in the main thread, distributing the network request to the corresponding current request distributing thread through the request queue for processing, and recording an issuing timestamp of the network request;
a link enabling module for enabling a network request processing link when the network request is detected to be allocated to the current request distribution thread in the main thread;
a subprocess response calculation module, configured to split the network request in the network request processing link and record split processing time, and calculate a request subprocess response duration of the network request according to the delivery timestamp and the split processing time in the main thread;
and the data sending module is used for acquiring the current network environment parameters in the main thread and sending the network environment parameters and the response duration of the request subprocess to a server for network performance analysis.
A computer device comprising a memory storing a computer program and a processor implementing the steps of the above method when executing the computer program.
A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the steps of the above-mentioned method.
According to the network performance monitoring method, the network performance monitoring device, the computer equipment and the storage medium, the issuing timestamp of the network request is recorded, the request process of the network request is split by the network request processing link, the response duration of each request subprocess in the network request is calculated according to the issuing timestamp and the splitting processing time of the network request, so that the processing duration of each response stage in the network request can be accurately obtained, the current network environment parameter is obtained, the network environment parameter and the processing duration of each response stage are sent to the server together, the server can accurately analyze the response performance of each stage of the network request according to different network environments, and the network performance monitoring effect can be effectively improved.
Drawings
FIG. 1 is a diagram illustrating an exemplary scenario in which a network performance monitoring method may be implemented;
FIG. 2 is a flow diagram illustrating a method for monitoring network performance in one embodiment;
FIG. 3 is a flow chart illustrating a network performance monitoring method according to another embodiment;
FIG. 4 is a block diagram of a network performance monitoring apparatus according to an embodiment;
FIG. 5 is a diagram illustrating an internal structure of a computer device according to an embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application.
The network performance monitoring method provided by the application can be applied to the application environment shown in fig. 1. Wherein the terminal communicates with the server via a network. The method comprises the steps that a terminal puts a network request issued into a request queue, records an issuing timestamp of the network request, starts a network request processing link when the network request is distributed to a current request distribution thread in a main thread, splits the network request and records splitting processing time in the network request processing link, calculates response time of each request subprocess of the network request according to the recorded issuing timestamp and the splitting processing time, obtains current network environment parameters in the main thread, sends the network environment parameters and the calculated response time of the request subprocess to a server together, and the server performs network performance analysis according to received data. The terminal can be, but is not limited to, various personal computers, notebook computers, smart phones, tablet computers and portable wearable devices, and the server can be implemented by an independent server or a server cluster formed by a plurality of servers.
In an embodiment, as shown in fig. 2, a network performance monitoring method is provided, which is described by taking the method as an example applied to the terminal in fig. 1, and includes the following steps:
When the terminal processes the network request, when detecting that the network request is issued, the terminal puts the issued network request into a request queue.
The terminal is provided with a main thread and a plurality of sub-threads, and the main thread and the sub-threads respectively process different tasks and work cooperatively. The terminal puts the issued network request into a request queue in the main thread and records an issuing timestamp of the network request, and specifically, the terminal can obtain a request identifier of the network request and perform associated recording on the request identifier and the issuing time.
And the terminal distributes the network request to a corresponding current request distribution thread through the request queue, and the network request waits for distribution processing in the current request distribution thread. The number of the current request distribution threads can be one or more, the current request distribution threads can correspond to a specific type of network request, and the terminal can find the current request distribution threads corresponding to the network request according to information such as a request address of the network request.
The current request distributing thread is used for searching whether an effective request processing sub-thread exists or not at present and processing the network request, when the effective request processing sub-thread is not searched, the network request continues to wait in the current request distributing thread, and when the effective request processing sub-thread is searched, the network request is placed into the searched request processing sub-thread for processing.
In step 220, when the network request is detected to be allocated to the current request distribution thread in the main thread, the network request processing link is enabled.
And when the terminal detects that the network request is distributed to the current request distribution thread in the main thread, the network request processing link is enabled. The network request processing link is used for monitoring the distribution condition of the network request, and when the network request is monitored to be distributed to the request processing sub-thread for processing, the network request is intercepted, so that each processing stage of the network request is monitored.
And step 230, splitting the network request in the network request processing link, recording the splitting time, and calculating the response time of the request subprocess of the network request according to the issuing timestamp and the splitting time in the main thread.
The network request processing link splits the network request into a plurality of request sub-processes for processing, when the sub-processes are split, the split can be performed according to the sub-processes defined by the user, and the split can also be performed according to each processing stage of the network request, for example, the process of establishing connection between the terminal and the server and the process of performing data exchange between the terminal and the server can be split respectively. The network request processing link may also split the network request according to other manners, and is not limited to the foregoing manner.
The processing time of each split request phase is recorded in the network request processing link, the main thread obtains the split processing time of each request phase recorded in the network request link, the process from the issuing to the request processing of the network request is divided into a plurality of request sub-processes according to the issuing time stamp and the split processing time, and the response time of the plurality of request sub-processes is calculated in the main thread according to the issuing time stamp and the split processing time.
And 240, acquiring the current network environment parameter in the main thread, and sending the network environment parameter and the response time of the request subprocess to the server for network performance analysis.
The terminal acquires the current network environment parameters of the terminal in the main thread, and the network environment parameters may include, but are not limited to, the state of the network in which the terminal is located, such as a wireless network, a 3G network, a 4G network, etc., the terminal model, the application version number, etc. And the terminal sends the acquired network environment parameters and the calculated response time of each request subprocess to the server together so that the server performs data analysis on the network performance of the terminal according to the data uploaded by the terminal.
When the terminal sends the response time of the network request to the server, the response time data of the request subprocess of the multiple network requests calculated within a preset time threshold can be counted, the response time data of the multiple network requests can be analyzed and processed, if abnormal data elimination, equalization processing and the like can be carried out on the multiple response times, the average value, the median value and the like of the multiple response times can be used as a characteristic value for reflecting the whole network request response processing time of the terminal, and the characteristic value and the network environment parameter are sent to the server. The preset time threshold may be set according to the monitoring requirement of the terminal network performance, for example, the preset time threshold may be set to 1 hour, 2 hours, or 1 day.
The server can receive request subprocess response time length data and network environment parameter data of network requests sent by a plurality of terminals, classify the response time length data according to the network environment parameter data, classify the response time length data of the terminals with relatively close network environments into a class, respectively analyze the network performance of various terminals, and when analyzing the data, respectively analyze the terminal response processing performance of each network request subprocess, and then analyze the response processing performance of the whole network request according to the terminal response processing performance of each subprocess.
In this embodiment, a terminal records an issuing timestamp of a network request, a network request processing link splits a request process of the network request, response durations of request sub-processes in the network request are calculated according to the issuing timestamp and the splitting processing time of the network request, so that processing durations of response stages in the network request can be accurately obtained, current network environment parameters are obtained, and the network environment parameters and the processing durations of the response stages are sent to a server together, so that the server can perform fine-grained and accurate analysis on response performance of the request stages of the network request according to response duration big data of the network request sent by each terminal, and network performance monitoring effects can be effectively improved.
In an embodiment, the step 230 of splitting the network request and recording the time of splitting in the network request processing link, and calculating the response duration of the request subprocess of the network request according to the issuing timestamp and the time of splitting in the main thread, may include: splitting the network request into a link establishment process and a data exchange process for processing through a network request processing link; processing a first starting time of a link record link establishing process, a second starting time of a data exchange process and an exchange ending time of the data exchange process through a network request; and calculating the request distribution response time length according to the issuing timestamp and the first starting time in the main thread, calculating the link establishment response time length according to the first starting time and the second starting time, and calculating the data exchange response time length according to the second starting time and the exchange ending time.
In this embodiment, in the network request processing link, according to the request processing stage of the network request, the network request process is split into a link establishment process and a data exchange process for processing. The link establishing process is a process of establishing network communication connection between the terminal and a server corresponding to the request address, and also comprises a DNS domain name resolution process; the data exchange process is a process that the terminal and the server corresponding to the request address mutually transmit network data.
In one embodiment, the network request processing link may be composed of multiple interpetitor (intercept) chains, and the multiple interpetitor chains may be invoked in a hierarchical nested manner. For example, the network request processing link may include 3 interceptor chains, the first interceptor chain is used to monitor and record the starting time and the processing ending time of the network request processing link, the second interceptor chain is used to process the link establishment process and monitor the processing time, after the network link is established, the network link is transmitted to the third interceptor chain to process the data exchange process and monitor the processing time, and after the data exchange is finished, the network request processing link is fed back to the first interceptor chain, and the processing ending time of the network request processing link is recorded.
The terminal respectively records the first starting time of the link establishing process, the second starting time of the data exchange process and the exchange ending time of the data exchange process through a processing interception mechanism of each interrupt chain in the network request processing link.
And the main thread of the terminal acquires a first starting time, a second starting time and an exchange ending time. Acquiring a sending timestamp corresponding to the network request in a main thread, calculating a first time difference value between a first starting time and the sending timestamp, and taking the first time difference value as a request distribution response time length of the network request, namely the time length from sending the network request to distributed processing; calculating a second time difference value between the second starting time and the first starting time, and taking the second time difference value as a link establishment response time length of the network request, namely the processing response time length of the link establishment process; and calculating a third time difference value between the exchange ending time and the second starting time, and taking the third time difference value as the data exchange response time length, namely the processing response time length of the data exchange process.
In this embodiment, each request processing sub-process of the network request can be conveniently intercepted and processed by setting the interrupt interception chain, and the processing start time and the processing end time of each request sub-process can be accurately recorded.
In one embodiment, as shown in fig. 3, the network performance monitoring method further includes:
and step 250, receiving a network performance analysis report which is returned by the server and corresponds to the network environment parameters.
The server receives the request subprocess response time length and the network environment parameter sent by the terminal, searches the request subprocess response time length data which are stored on the server and sent by other terminals and correspond to the network environment parameter, can add the request subprocess response time length to the searched response time length data, carries out statistical analysis on the request subprocess response time length data when the data quantity of the stored request subprocess response time length data reaches a preset threshold value, and generates a network performance analysis report according to the statistical analysis result.
Specifically, the server may count an average response time of each request subprocess, a time distribution of each request subprocess in the entire network request response process, a time ratio of the response time of each request subprocess to the entire response time, and the like, and the server may also perform statistical analysis on other network performance indexes and generate a network performance analysis report according to the statistical result of each network performance index. And the server returns a network performance analysis report corresponding to the network environment parameters to the terminal.
After receiving a network performance analysis report sent by a server, a terminal extracts sub-process response duration statistical data from the network performance analysis report, such as average response duration of a request distribution response process, average response duration of a link establishment process, average response duration of a data exchange process, and the like.
And 270, adjusting and setting the network performance according to the statistical data of the processing time of the request subprocess.
The terminal can perform data processing such as calculation and comparison on various extracted statistical data, perform network performance analysis of the similar terminal according to the data processing result, and perform corresponding adjustment setting on the terminal according to the network performance analysis result so as to optimize the network response performance of the terminal.
In one embodiment, after receiving a network performance analysis report sent by a server, a terminal may display the network performance analysis report, generate a corresponding network performance optimization setting option according to a network performance analysis result, display the network performance optimization setting option, select the network performance optimization setting option by a user, and perform corresponding adjustment and setting on the terminal according to the network performance optimization setting option selected by the user.
In this embodiment, the terminal may automatically extract and analyze data from a network performance analysis report returned by the server, and automatically perform an adjustment setting capable of optimizing the network response performance of the terminal according to the analysis result.
In one embodiment, the step 270 of making network performance adjustment settings based on the request subprocess processing duration statistics may comprise: acquiring request distribution statistical time and link establishment statistical time from the request subprocess processing time statistical data; calculating the response time ratio of the request distribution statistical time length to the link establishment statistical time length; when the response time ratio exceeds a first preset proportion threshold value, calculating a proportion difference value of the response time ratio and the first preset proportion threshold value; and acquiring the distribution adjusting thread number corresponding to the proportion difference, and adjusting the current request distribution thread according to the distribution adjusting thread number.
In this embodiment, the request distribution statistical duration may be a statistical index of request distribution response durations collected from a plurality of terminals with similar network environment parameters, such as an average value, a median value, and the like, and similarly, the link establishment statistical duration may be a statistical index of link establishment response durations collected from a plurality of terminals with similar network environment parameters. The terminal extracts the request distribution statistical duration and the link establishment statistical duration from the request subprocess processing duration statistical data, and calculates the ratio of the request distribution statistical duration to the link establishment statistical duration as the response time ratio.
The terminal obtains a first preset proportion threshold value stored in advance, and in the embodiment, the first preset proportion threshold value is a numerical value larger than 1. And the terminal compares the response time ratio with a first preset proportion threshold, and when the terminal judges that the response time ratio exceeds the first preset proportion threshold, the server calculates the difference between the response time ratio and the first preset proportion threshold as a proportion difference.
The terminal obtains the corresponding relation between the pre-stored proportion difference value and the number of the distribution adjusting threads, the same distribution adjusting thread value can correspond to a proportion difference value range, the terminal searches the proportion difference value range where the proportion difference value is located, and searches the number of the distribution adjusting threads corresponding to the proportion difference value range. When the response time is longer, it indicates that the ratio of the request distribution response time length to the whole request response time length is larger, and the request distribution process needs to be optimized. Therefore, the terminal increases the number of current request distribution threads according to the number of distribution adjustment threads, and reduces the time for waiting for distribution processing of network requests.
In one embodiment, the current request dispatch thread number setting may continue to be maintained when the response time ratio does not exceed the first preset ratio threshold.
In one embodiment, the step 270 of making network performance adjustment settings based on the request subprocess processing duration statistics may comprise: acquiring request distribution statistical time and link establishment statistical time from the request subprocess processing time statistical data; calculating the response time ratio of the request distribution statistical time length to the link establishment statistical time length; when the response time ratio is lower than a second preset ratio threshold, opening a domain name cache queue; when the domain name of the network request is analyzed in the network request processing link, a first IP address corresponding to the domain name is searched from the domain name cache queue to serve as an analysis result.
In this embodiment, the method for calculating the response time ratio may refer to the manner described in the above embodiments, and is not described herein again. After the terminal calculates the response time ratio, a second preset ratio threshold is obtained, where the second preset ratio threshold may be a value equal to 1 or less than 1.
The terminal compares the response time ratio with a second preset ratio threshold, and when the terminal determines that the response time ratio is lower than the second preset ratio threshold, the terminal indicates that the time occupied by the link establishment sub-process is relatively long, and the terminal needs to optimize the network response performance of the link establishment sub-process. The process of resolving the DNS domain name by the terminal occupies a certain processing time in the link establishment sub-process. And the terminal opens a domain name cache queue, and the domain name cache queue stores the corresponding relation between the domain name of the processed network request and the corresponding IP address. When the network request is processed for domain name resolution, the terminal firstly searches whether a first IP address corresponding to the network request domain name exists in a domain name cache queue, and when the first IP address exists, the searched first IP address is directly used as a domain name resolution result, and the domain name of the network request does not need to be resolved again, so that the processing time of the link establishment sub-process is shortened.
In one embodiment, the network performance monitoring method may further include: when the first IP address corresponding to the domain name cannot be searched in the domain name cache queue, the network request processing link analyzes the domain name to obtain a second IP address; and storing the domain name and the second IP address in a domain name cache queue in an associated manner.
When the terminal cannot find the first IP address corresponding to the domain name from the domain name cache queue, the terminal analyzes the domain name through the network request processing link to obtain a second IP address corresponding to the network request domain name, and continues the response processing of the network request. And the terminal adds the second IP address obtained by analysis and the domain name association of the network request to a domain name cache queue and updates the domain name cache queue. In the process of updating the domain name cache queue, the IP addresses in the queue can be sequenced according to the request times of the network requests, the IP addresses of the network requests with the request times are arranged in advance, and when the domain name cache queue is full, the IP addresses of the newly-added network requests replace the IP addresses arranged at the last, so that the utilization rate of the domain name cache queue is improved.
In an embodiment, when the response time ratio calculated by the terminal is not lower than the second preset ratio threshold, the domain name cache queue may be closed, and the data storage processing procedure may be reduced.
In one embodiment, the network performance monitoring method may further include: counting the response time of the sub-process of the preset number of network requests, and calculating the time of the single machine request distribution according to the counted response time of the sub-process of the requests; calculating the request distribution time difference according to the request distribution stand-alone time length and the request distribution statistical time length; when the request distribution time difference exceeds a preset time difference threshold value, calculating the distribution time ratio of the request distribution single machine time length and the request distribution statistical time length; and setting the number of the current request distribution threads according to the distribution time ratio.
In this embodiment, the terminal performs data statistics on the request distribution processing duration of the network request issued by the terminal. Specifically, after the terminal monitors that a preset number of network requests are processed, the terminal acquires the request subprocess response time of each network request, extracts the request distribution response time from the request subprocess response time, and calculates the request distribution single-machine time of the terminal local according to the request distribution response time of a plurality of network requests. When the terminal calculates, the terminal can perform preprocessing such as elimination of abnormal data on the multiple request distribution response time length data, and calculate the average value of the preprocessed data or adopt other statistical algorithms to obtain the statistical index of the request distribution response time length data as the request distribution single-machine time length of the terminal.
And the terminal calculates the difference between the time length of the single machine requesting distribution and the statistical time length of the requesting distribution as the time difference of the requesting distribution. The terminal obtains a preset time difference threshold value, the preset time difference threshold value is a numerical value larger than 0, and when the terminal judges that the request distribution time difference exceeds the preset time difference threshold value, the terminal calculates the ratio of the time length of the single machine requesting distribution to the statistical time length requesting distribution as the distribution time ratio. The terminal obtains the corresponding relation between the pre-stored distribution time ratio and the distribution adjusting thread number, and searches the distribution adjusting thread number corresponding to the distribution time ratio, wherein the distribution time ratio and the increased distribution adjusting thread number form a positive correlation relation. And increasing and setting the number of the current request distribution threads according to the corresponding distribution adjustment threads, so that the time of waiting for distribution processing of the network requests on the local terminal is shortened.
In this embodiment, the terminal not only adjusts the network performance according to the network performance analysis report sent by the server, but also monitors and adjusts the request distribution response performance of the terminal itself, thereby preventing the network response performance from being abnormal due to the processing performance abnormality of the terminal itself. In other embodiments, the terminal may also compare the time length of the request distribution stand-alone machine with the time length of the request distribution statistics, and when the time length of the request distribution stand-alone machine is significantly longer than the time length of the request distribution statistics, generate a request distribution exception prompt to display, and remind the user.
It should be understood that although the various steps in the flow charts of fig. 2-3 are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and described, and may be performed in other orders, unless explicitly stated otherwise. Moreover, at least some of the steps in fig. 2-3 may include multiple sub-steps or multiple stages that are not necessarily performed at the same time, but may be performed at different times, and the order of performance of the sub-steps or stages is not necessarily sequential, but may be performed in turn or alternating with other steps or at least some of the sub-steps or stages of other steps.
In one embodiment, as shown in fig. 4, there is provided a network performance monitoring apparatus, including: a request issuing and recording module 410, a link enabling module 420, a subprocess response calculating module 430 and a data sending module 440, wherein:
the request issuing and recording module 410 is configured to place the issued network request in a request queue in the main thread, allocate the network request to a corresponding current request distribution thread through the request queue for processing, and record an issuing timestamp of the network request.
A link enabling module 420 for enabling the network request processing link when the network request is detected to be allocated to the current request distribution thread in the main thread.
And the subprocess response calculating module 430 is configured to split the network request in the network request processing link, record the split processing time, and calculate a request subprocess response duration of the network request according to the issuing timestamp and the split processing time in the main thread.
And the data sending module 440 is configured to obtain the current network environment parameter in the main thread, and send the network environment parameter and the request subprocess response time to the server for network performance analysis.
In one embodiment, the sub-process response calculation module 430 may include:
and the splitting processing module is used for splitting the network request into a link establishing process and a data exchange process for processing through the network request processing link.
And the process time recording module is used for recording a first starting time of the link establishing process, a second starting time of the data exchange process and an exchange ending time of the data exchange process through the network request processing link.
And the response time calculation module is used for calculating the request distribution response time according to the issuing timestamp and the first starting time in the main thread, calculating the link establishment response time according to the first starting time and the second starting time, and calculating the data exchange response time according to the second starting time and the exchange ending time.
In one embodiment, the network performance monitoring apparatus may further include:
and the report receiving module is used for receiving a network performance analysis report which is returned by the server and corresponds to the network environment parameters.
And the statistical data extraction module is used for extracting the statistical data of the response duration of the request subprocess from the network performance analysis report.
And the adjusting setting module is used for adjusting and setting the network performance according to the statistical data of the processing time of the request subprocess.
In one embodiment, the adjustment setting module may include:
and the sub-process duration acquisition module is used for acquiring the request distribution statistical duration and the link establishment statistical duration from the request sub-process processing duration statistical data.
And the time ratio calculating module is used for calculating the response time ratio of the request distribution statistical time length and the link establishment statistical time length.
And the proportion difference value calculating module is used for calculating the proportion difference value between the response time ratio and the first preset proportion threshold value when the response time ratio exceeds the first preset proportion threshold value.
And the thread adjusting module is used for acquiring the distribution adjusting thread number corresponding to the proportion difference value and adjusting the current request distribution thread according to the distribution adjusting thread number.
In one embodiment, the adjustment setting module may include:
and the sub-process duration acquisition module is used for acquiring the request distribution statistical duration and the link establishment statistical duration from the request sub-process processing duration statistical data.
And the time ratio calculating module is used for calculating the response time ratio of the request distribution statistical time length and the link establishment statistical time length.
And the queue opening module is used for opening the domain name cache queue when the response time ratio is lower than a second preset ratio threshold.
And the address searching module is used for searching a first IP address corresponding to the domain name from the domain name cache queue as a resolution result when the domain name of the network request is resolved in the network request processing link.
In one embodiment, the network performance monitoring apparatus may further include:
and the domain name resolution module is used for resolving the domain name to obtain a second IP address by the network request processing link when the first IP address corresponding to the domain name cannot be found from the domain name cache queue.
And the queue updating module is used for storing the domain name and the second IP address into a domain name cache queue in an associated manner.
In one embodiment, the network performance monitoring apparatus may further include:
and the single machine time length calculating module is used for counting the response time length of the sub-process of the network requests with the preset number and calculating the time length of the single machine request distribution according to the counted response time length of the request sub-process.
And the distribution time difference calculation module is used for calculating the request distribution time difference according to the request distribution stand-alone time length and the request distribution statistical time length.
And the distribution time ratio calculation module is used for calculating the distribution time ratio of the duration of the single machine requesting distribution and the statistical duration requesting distribution when the distribution time difference exceeds a preset time difference threshold value.
And the distribution thread adjusting module is used for setting the number of the current request distribution threads according to the distribution time ratio.
For specific limitations of the network performance monitoring apparatus, reference may be made to the above limitations of the network performance monitoring method, which is not described herein again. The modules in the network performance monitoring device can be implemented in whole or in part by software, hardware and a combination thereof. The modules can be embedded in a hardware form or independent from a processor in the computer device, and can also be stored in a memory in the computer device in a software form, so that the processor can call and execute operations corresponding to the modules.
In one embodiment, a computer device is provided, which may be a terminal, and its internal structure diagram may be as shown in fig. 5. The computer device includes a processor, a memory, a network interface, a display screen, and an input device connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement a network performance monitoring method. The display screen of the computer equipment can be a liquid crystal display screen or an electronic ink display screen, and the input device of the computer equipment can be a touch layer covered on the display screen, a key, a track ball or a touch pad arranged on the shell of the computer equipment, an external keyboard, a touch pad or a mouse and the like.
Those skilled in the art will appreciate that the architecture shown in fig. 5 is merely a block diagram of some of the structures associated with the disclosed aspects and is not intended to limit the computing devices to which the disclosed aspects apply, as particular computing devices may include more or less components than those shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, there is provided a computer device comprising a memory storing a computer program and a processor implementing the following steps when the processor executes the computer program: the network request issuing method comprises the steps that issued network requests are placed into a request queue in a main thread, the network requests are distributed to a corresponding current request distributing thread through the request queue to be processed, and issuing timestamps of the network requests are recorded; when the main thread detects that the network request is distributed to the current request distribution thread, enabling a network request processing link; splitting the network request in a network request processing link and recording splitting processing time, and calculating the response time of a request subprocess of the network request in a main thread according to an issuing timestamp and the splitting processing time; and acquiring the current network environment parameter in the main thread, and sending the network environment parameter and the response time of the request subprocess to a server for network performance analysis.
In one embodiment, when the processor executes the computer program, the processor performs a splitting process on the network request in the network request processing link and records the splitting process time, and in the main thread, the processor calculates the request subprocess response time of the network request according to the issuing timestamp and the splitting process time, and further: splitting the network request into a link establishment process and a data exchange process for processing through a network request processing link; processing a first starting time of a link record link establishing process, a second starting time of a data exchange process and an exchange ending time of the data exchange process through a network request; and calculating the request distribution response time length according to the issuing timestamp and the first starting time in the main thread, calculating the link establishment response time length according to the first starting time and the second starting time, and calculating the data exchange response time length according to the second starting time and the exchange ending time.
In one embodiment, the processor, when executing the computer program, further performs the steps of: receiving a network performance analysis report which is returned by the server and corresponds to the network environment parameters; extracting response duration statistical data of the request subprocess from the network performance analysis report; and adjusting and setting the network performance according to the statistical data of the processing time of the request subprocess.
In one embodiment, the processor, when executing the computer program, is further configured to: acquiring request distribution statistical time and link establishment statistical time from the request subprocess processing time statistical data; calculating the response time ratio of the request distribution statistical time length to the link establishment statistical time length; when the response time ratio exceeds a first preset proportion threshold value, calculating a proportion difference value of the response time ratio and the first preset proportion threshold value; and acquiring the distribution adjusting thread number corresponding to the proportion difference, and adjusting the current request distribution thread according to the distribution adjusting thread number.
In one embodiment, the processor, when executing the computer program, is further configured to perform the network performance adjustment setting based on the request subprocess processing duration statistics by: acquiring request distribution statistical time and link establishment statistical time from the request subprocess processing time statistical data; calculating the response time ratio of the request distribution statistical time length to the link establishment statistical time length; when the response time ratio is lower than a second preset ratio threshold, opening a domain name cache queue; when the domain name of the network request is analyzed in the network request processing link, a first IP address corresponding to the domain name is searched from the domain name cache queue to serve as an analysis result.
In one embodiment, the processor, when executing the computer program, further performs the steps of: when the first IP address corresponding to the domain name cannot be searched in the domain name cache queue, the network request processing link analyzes the domain name to obtain a second IP address; and storing the domain name and the second IP address in a domain name cache queue in an associated manner.
In one embodiment, the processor, when executing the computer program, further performs the steps of: counting the response time of the sub-process of the preset number of network requests, and calculating the time of the single machine request distribution according to the counted response time of the sub-process of the requests; calculating the request distribution time difference according to the request distribution stand-alone time length and the request distribution statistical time length; when the request distribution time difference exceeds a preset time difference threshold value, calculating the distribution time ratio of the request distribution single machine time length and the request distribution statistical time length; and setting the number of the current request distribution threads according to the distribution time ratio.
In one embodiment, a computer-readable storage medium is provided, having a computer program stored thereon, which when executed by a processor, performs the steps of: the network request issuing method comprises the steps that issued network requests are placed into a request queue in a main thread, the network requests are distributed to a corresponding current request distributing thread through the request queue to be processed, and issuing timestamps of the network requests are recorded; when the main thread detects that the network request is distributed to the current request distribution thread, enabling a network request processing link; splitting the network request in a network request processing link and recording splitting processing time, and calculating the response time of a request subprocess of the network request in a main thread according to an issuing timestamp and the splitting processing time; and acquiring the current network environment parameter in the main thread, and sending the network environment parameter and the response time of the request subprocess to a server for network performance analysis.
In one embodiment, the computer program, when executed by the processor, implements a network request splitting process in the network request processing link and records a splitting process time, and in the main thread, calculates a request subprocess response time of the network request according to the issuing timestamp and the splitting process time, further: splitting the network request into a link establishment process and a data exchange process for processing through a network request processing link; processing a first starting time of a link record link establishing process, a second starting time of a data exchange process and an exchange ending time of the data exchange process through a network request; and calculating the request distribution response time length according to the issuing timestamp and the first starting time in the main thread, calculating the link establishment response time length according to the first starting time and the second starting time, and calculating the data exchange response time length according to the second starting time and the exchange ending time.
In one embodiment, the computer program when executed by the processor implements the steps of: receiving a network performance analysis report which is returned by the server and corresponds to the network environment parameters; extracting response duration statistical data of the request subprocess from the network performance analysis report; and adjusting and setting the network performance according to the statistical data of the processing time of the request subprocess.
In one embodiment, the computer program when executed by the processor further causes the apparatus to perform the network performance adjustment setting based on the request subprocess processing duration statistics further comprising: acquiring request distribution statistical time and link establishment statistical time from the request subprocess processing time statistical data; calculating the response time ratio of the request distribution statistical time length to the link establishment statistical time length; when the response time ratio exceeds a first preset proportion threshold value, calculating a proportion difference value of the response time ratio and the first preset proportion threshold value; and acquiring the distribution adjusting thread number corresponding to the proportion difference, and adjusting the current request distribution thread according to the distribution adjusting thread number.
In one embodiment, the computer program when executed by the processor for implementing the network performance adjustment setting based on the request subprocess processing duration statistics is further operable for: acquiring request distribution statistical time and link establishment statistical time from the request subprocess processing time statistical data; calculating the response time ratio of the request distribution statistical time length to the link establishment statistical time length; when the response time ratio is lower than a second preset ratio threshold, opening a domain name cache queue; when the domain name of the network request is analyzed in the network request processing link, a first IP address corresponding to the domain name is searched from the domain name cache queue to serve as an analysis result.
In one embodiment, the computer program when executed by the processor further performs the steps of: when the first IP address corresponding to the domain name cannot be searched in the domain name cache queue, the network request processing link analyzes the domain name to obtain a second IP address; and storing the domain name and the second IP address in a domain name cache queue in an associated manner.
In one embodiment, the computer program when executed by the processor further performs the steps of: calculating the response time length of the sub-process of the network requests with the preset number, and calculating the time length of the single machine requesting to be distributed according to the counted response time length of the sub-process of the requests; calculating the request distribution time difference according to the request distribution stand-alone time length and the request distribution statistical time length; when the request distribution time difference exceeds a preset time difference threshold value, calculating the distribution time ratio of the request distribution single machine time length and the request distribution statistical time length; and setting the number of the current request distribution threads according to the distribution time ratio.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, database, or other medium used in the embodiments provided herein may include non-volatile and/or volatile memory, among others. Non-volatile memory can include read-only memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), Double Data Rate SDRAM (DDRSDRAM), Enhanced SDRAM (ESDRAM), Synchronous Link DRAM (SLDRAM), Rambus Direct RAM (RDRAM), direct bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).
The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above-mentioned embodiments only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the invention. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.
Claims (10)
1. A method of network performance monitoring, the method comprising:
the method comprises the steps that issued network requests are placed into a request queue in a main thread, the network requests are distributed to a corresponding current request distribution thread through the request queue to be processed, and issuing timestamps of the network requests are recorded;
when the network request is detected to be distributed to the current request distribution thread in the main thread, a network request processing link is started, the network request processing link is used for monitoring the distribution condition of the network request, and when the network request is monitored to be distributed to the current request processing sub-thread for processing, the network request is intercepted, so that each processing stage of the network request is monitored, wherein the network processing request link comprises three interception chains which are called in a hierarchical nesting mode, the first interception chain is used for monitoring and recording the starting time and the processing ending time of the network request processing link, the second interception chain is used for processing a link establishment process and monitoring the processing time, and after the network link is established, the network request is transmitted to the third interception chain for processing a data exchange process and monitoring the processing time, after the data exchange is finished, feeding back to the first interception chain, recording the processing end time of a network request processing link, and taking the starting time, the monitoring processing time and the processing end time as splitting processing time;
splitting the network request in the network request processing link and recording splitting processing time, and calculating the request subprocess response time of the network request in the main thread according to the issuing timestamp and the splitting processing time;
and acquiring the current network environment parameter in the main thread, and sending the network environment parameter and the request subprocess response time length to a server for network performance analysis.
2. The method according to claim 1, wherein the splitting the network request in a network request processing link and recording splitting time, and the calculating, in the main thread, a request subprocess response duration of the network request according to the issuing timestamp and the splitting time comprises:
splitting the network request into a link establishment process and a data exchange process for processing through the network request processing link;
recording a first start time of the link establishment procedure, a second start time of the data exchange procedure and an exchange end time of the data exchange procedure through the network request processing link;
and calculating the request distribution response time length according to the issuing timestamp and the first starting time in the main thread, calculating the link establishment response time length according to the first starting time and the second starting time, and calculating the data exchange response time length according to the second starting time and the exchange ending time.
3. The method of claim 1, further comprising:
receiving a network performance analysis report which is returned by the server and corresponds to the network environment parameters;
extracting request subprocess response time length statistical data from the network performance analysis report;
and adjusting and setting the network performance according to the statistical data of the processing time of the request subprocess.
4. The method according to claim 3, wherein the performing network performance adjustment setting according to the request subprocess processing duration statistical data comprises:
acquiring request distribution statistical time and link establishment statistical time from the request subprocess processing time statistical data;
calculating the response time ratio of the request distribution statistical time length to the link establishment statistical time length;
when the response time ratio exceeds a first preset proportion threshold value, calculating a proportion difference value of the response time ratio and the first preset proportion threshold value;
and acquiring the distribution adjusting thread number corresponding to the proportion difference value, and adjusting the current request distribution thread according to the distribution adjusting thread number.
5. The method according to claim 3, wherein the performing network performance adjustment setting according to the request subprocess processing duration statistical data comprises:
acquiring request distribution statistical time and link establishment statistical time from the request subprocess processing time statistical data;
calculating the response time ratio of the request distribution statistical time length to the link establishment statistical time length;
when the response time ratio is lower than a second preset ratio threshold, opening a domain name cache queue;
when the domain name of the network request is analyzed in the network request processing link, a first IP address corresponding to the domain name is searched from the domain name cache queue as an analysis result.
6. The method of claim 5, further comprising:
when the first IP address corresponding to the domain name cannot be searched in the domain name cache queue, the network request processing link analyzes the domain name to obtain a second IP address;
and storing the domain name and the second IP address in the domain name cache queue in an associated manner.
7. The method according to claim 4 or 5, characterized in that the method further comprises:
counting the response time of the sub-process of the preset number of network requests, and calculating the time of the single machine request distribution according to the counted response time of the sub-process of the requests;
calculating a request distribution time difference according to the request distribution stand-alone time length and the request distribution statistical time length;
when the request distribution time difference exceeds a preset time difference threshold value, calculating the distribution time ratio of the request distribution single-machine time length and the request distribution statistical time length;
and setting the number of the current request distribution threads according to the distribution time ratio.
8. A network performance monitoring apparatus, the apparatus comprising:
the request issuing and recording module is used for putting the issued network request into a request queue in the main thread, distributing the network request to the corresponding current request distributing thread through the request queue for processing, and recording an issuing timestamp of the network request;
a link enabling module, configured to enable a network request processing link when it is detected in the main thread that the network request is allocated to the current request distribution thread, where the network request processing link is used to monitor an allocation situation of the network request, and when it is monitored that the network request is allocated to the current request processing sub-thread to be processed, intercept the network request, so as to monitor each processing stage of the network request, where the network processing request link includes three interception chains that are invoked in a hierarchical nesting manner, a first interception chain is used to monitor and record an enabling time and a processing ending time of the network request processing link, a second interception chain is used to process a link establishment process and monitor a processing time, and after the network link is established, the network request is transmitted to a third interception chain to process a data exchange process and monitor a processing time, after the data exchange is finished, feeding back to the first interception chain, recording the processing end time of a network request processing link, and taking the starting time, the monitoring processing time and the processing end time as splitting processing time;
a subprocess response calculation module, configured to split the network request in the network request processing link and record split processing time, and calculate a request subprocess response duration of the network request according to the delivery timestamp and the split processing time in the main thread;
and the data sending module is used for acquiring the current network environment parameters in the main thread and sending the network environment parameters and the response duration of the request subprocess to a server for network performance analysis.
9. A computer device comprising a memory and a processor, the memory storing a computer program, wherein the processor implements the steps of the method of any one of claims 1 to 7 when executing the computer program.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method of any one of claims 1 to 7.
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