CN105760284A - Website performance monitoring method and device - Google Patents

Website performance monitoring method and device Download PDF

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Publication number
CN105760284A
CN105760284A CN201610073306.9A CN201610073306A CN105760284A CN 105760284 A CN105760284 A CN 105760284A CN 201610073306 A CN201610073306 A CN 201610073306A CN 105760284 A CN105760284 A CN 105760284A
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China
Prior art keywords
performance
indications
synthesis
performance indications
index
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CN201610073306.9A
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Chinese (zh)
Inventor
高昌海
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Guangzhou Kugou Computer Technology Co Ltd
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Guangzhou Kugou Computer Technology Co Ltd
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Priority to CN201610073306.9A priority Critical patent/CN105760284A/en
Publication of CN105760284A publication Critical patent/CN105760284A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/34Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3409Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment for performance assessment
    • G06F11/3419Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment for performance assessment by assessing time
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/34Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3466Performance evaluation by tracing or monitoring

Abstract

The invention discloses a website performance monitoring method and device, and belongs to the technical field of Internet. The method includes the steps of collecting performance data of all performance indexes of a target website, wherein the performance indexes include page document object model (DOM) loading time duration, page first screen loading time duration and page white screen time duration; determining performance comprehensive indexes of the target website according to the performance data of all the performance indexes; generating a performance index curve according to the performance comprehensive index of the target website; conducting performance monitoring on the target website according to the performance index curve. By determining the performance comprehensive indexes of the target website according to the performance data of all the performance indexes, the website performance can be more sufficiently, accurately and visually reflected; by generating the performance index curve according to the performance comprehensive indexes of the target website, the website performance can be more visually and clearly reflected.

Description

Web site performance monitoring method and device
Technical field
The present invention relates to Internet technical field, particularly to a kind of web site performance monitoring method and device.
Background technology
Development along with Internet technology, the function being capable of by network is got more and more, such as, user can be learnt by access website, the activities such as amusement or shopping, and when web site performance is poor, can cause that user can not normally access, such as, wait that the page load time is long, or the page can not normal load etc., not only affect the use of user, for commercial website, also can affect trade company's interests, in order to avoid there is above-mentioned situation, need web site performance is monitored, so that backstage developer can understand web site performance variation tendency in time, and website is properly functioning to take corresponding measure to guarantee.
At present, web site performance monitoring method can be: obtains page DOM (DocumentObjectModel, DOM Document Object Model) load duration, when page DOM loads duration more than predetermined threshold value, think that web site performance is poor, when page DOM loads duration less than predetermined threshold value, it is believed that web site performance is excellent.
In the process realizing the present invention, inventor have found that prior art at least there is problems in that
By single performance index, web site performance being monitored, accuracy is relatively low, it is impossible to fully demonstrate the variation tendency of web site performance.
Summary of the invention
In order to solve problem of the prior art, embodiments provide a kind of web site performance monitoring method and device.Described technical scheme is as follows:
On the one hand, it is provided that a kind of web site performance monitoring method, the method includes:
Gathering the performance data of each performance indications in multiple performance indications of targeted website, the plurality of performance indications include page documents object model DOM loading duration, page head shields loading duration and page white screen duration;
Performance data according to these each performance indications, it is determined that the Synthesis performance index of this targeted website;
Synthesis performance index according to this targeted website, generates performance exponential curve;
According to this performance index curve, this targeted website is carried out performance monitoring.
In the first possible implementation of a first aspect of the present invention, gathering in multiple performance indications of targeted website before the performance data of each performance indications, the method also includes:
Determine the plurality of performance indications;
When receiving the accessing page request that terminal sends, sending page data bag to this terminal, this page data bag at least includes metadata acquisition tool, and this metadata acquisition tool is for gathering the performance data of each performance indications in the plurality of performance indications;
Correspondingly, gather the performance data of each performance indications in the performance indications of predetermined number to include:
Receive the performance data of these each performance indications that terminal is collected by this metadata acquisition tool.
The second in a first aspect of the present invention is likely in implementation, the performance data according to these each performance indications, it is determined that the Synthesis performance index of this targeted website includes:
Determine the weight that in the plurality of performance indications, each performance indications are corresponding;
The sum of products of these each performance indications Yu this each performance indications respective weights is defined as this Synthesis performance index.
Be likely in implementation at the third of a first aspect of the present invention, this performance index curve refer to the time be transverse axis, this Synthesis performance index be the longitudinal axis two-dimensional curve.
In the 4th kind of possible implementation of a first aspect of the present invention, according to this performance index curve, this targeted website is carried out performance monitoring and includes:
When this Synthesis performance index is more than the first predetermined threshold value, send alarm signal;Or
When this Synthesis performance index pace of change is more than the second predetermined threshold value, send this alarm signal.
On the other hand, it is provided that a kind of web site performance supervising device, described device includes:
Acquisition module, for gathering the performance data of each performance indications in multiple performance indications of targeted website, the plurality of performance indications include that page documents object model DOM loads duration, page head shields loading duration and page white screen duration;
Synthesis performance index determines module, the performance data of these each performance indications for collecting according to this acquisition module, it is determined that the Synthesis performance index of this targeted website;
Curve generation module, for determining the Synthesis performance index of this targeted website that module determines according to this Synthesis performance index, generates performance exponential curve;
Performance monitoring module, carries out performance monitoring for this performance index curve generated according to this curve generation module to this targeted website.
In the first possible implementation of a second aspect of the present invention, this device also includes:
Performance indications determine module, are used for determining the plurality of performance indications;
Sending module, for when receiving the accessing page request that terminal sends, sending page data bag to this terminal, this page data bag at least includes metadata acquisition tool, and this metadata acquisition tool is for gathering the performance data of each performance indications in the plurality of performance indications;
Correspondingly, this acquisition module is used for:
Receive the performance data of these each performance indications that terminal is collected by this metadata acquisition tool.
The second in a second aspect of the present invention is likely in implementation, this Synthesis performance index determine module for:
Determine the weight that in the plurality of performance indications, each performance indications are corresponding;
The sum of products of these each performance indications Yu this each performance indications respective weights is defined as this Synthesis performance index.
Be likely in implementation at the third of a second aspect of the present invention, this performance index curve refer to the time be transverse axis, this Synthesis performance index be the longitudinal axis two-dimensional curve.
In the 4th kind of possible implementation of a second aspect of the present invention, this performance monitoring module is used for:
When this Synthesis performance index is more than the first predetermined threshold value, send alarm signal;Or
When this Synthesis performance index pace of change is more than the second predetermined threshold value, send this alarm signal.
The technical scheme that the embodiment of the present invention provides has the benefit that
By the performance data according to performance indications each in multiple performance indications, determine the Synthesis performance index of targeted website, can more fully, more accurate and visually reflect web site performance, Synthesis performance index according to targeted website, generate performance exponential curve, it is possible to more intuitively, clearly reflect web site performance;By sending alarm signal, it is possible to improve the promptness that web site performance problem finds and solves further.
Accompanying drawing explanation
In order to be illustrated more clearly that the technical scheme in the embodiment of the present invention, below the accompanying drawing used required during embodiment is described is briefly described, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skill in the art, under the premise not paying creative work, it is also possible to obtain other accompanying drawing according to these accompanying drawings.
Fig. 1 is a kind of web site performance monitoring method flow diagram that the embodiment of the present invention provides;
Fig. 2 A is a kind of web site performance monitoring method flow diagram that the embodiment of the present invention provides;
Fig. 2 B is a kind of performance index curve synoptic diagram that the embodiment of the present invention provides;
Fig. 3 is a kind of web site performance supervising device block diagram that the embodiment of the present invention provides;
Fig. 4 is the block diagram of a kind of device 400 for web site performance monitoring that the embodiment of the present invention provides.
Detailed description of the invention
For making the object, technical solutions and advantages of the present invention clearly, below in conjunction with accompanying drawing, embodiment of the present invention is described further in detail.
Here in detail exemplary embodiment being illustrated, its example representation is in the accompanying drawings.When as explained below relates to accompanying drawing, unless otherwise indicated, the same numbers in different accompanying drawings represents same or analogous key element.Embodiment described in following exemplary embodiment does not represent all embodiments consistent with the present invention.On the contrary, they only with in appended claims describe in detail, the present invention some in the example of consistent apparatus and method.
Fig. 1 is a kind of web site performance monitoring method flow diagram that the embodiment of the present invention provides, as it is shown in figure 1, comprise the following steps:
101, gathering the performance data of each performance indications in multiple performance indications of targeted website, the plurality of performance indications include page documents object model DOM loading duration, page head shields loading duration and page white screen duration.
102, the performance data according to these each performance indications, it is determined that the Synthesis performance index of this targeted website;
103, the Synthesis performance index according to this targeted website, generates performance exponential curve;
104, according to this performance index curve, this targeted website is carried out performance monitoring.
The method that the embodiment of the present invention provides, by the performance data according to performance indications each in multiple performance indications, determine the Synthesis performance index of targeted website, can more fully, more accurate and visually reflect web site performance, Synthesis performance index according to targeted website, generate performance exponential curve, it is possible to more intuitively, clearly reflect web site performance;By sending alarm signal, it is possible to improve the promptness that web site performance problem finds and solves further.
In the first possible implementation of the present invention, gathering in multiple performance indications of targeted website before the performance data of each performance indications, the method also includes:
Determine the plurality of performance indications;
When receiving the accessing page request that terminal sends, sending page data bag to this terminal, this page data bag at least includes metadata acquisition tool, and this metadata acquisition tool is for gathering the performance data of each performance indications in the plurality of performance indications;
Correspondingly, gather the performance data of each performance indications in the performance indications of predetermined number to include:
Receive the performance data of these each performance indications that terminal is collected by this metadata acquisition tool.
The second in the present invention is likely in implementation, the performance data according to these each performance indications, it is determined that the Synthesis performance index of this targeted website includes:
Determine the weight that in the plurality of performance indications, each performance indications are corresponding;
The sum of products of these each performance indications Yu this each performance indications respective weights is defined as this Synthesis performance index.
Be likely in implementation at the third of the present invention, this performance index curve refer to the time be transverse axis, this Synthesis performance index be the longitudinal axis two-dimensional curve.
In the 4th kind of possible implementation of the present invention, according to this performance index curve, this targeted website is carried out performance monitoring and includes:
When this Synthesis performance index is more than the first predetermined threshold value, send alarm signal;Or
When this Synthesis performance index pace of change is more than the second predetermined threshold value, send this alarm signal.
Above-mentioned all optional technical schemes, it is possible to adopting and arbitrarily combine the alternative embodiment forming the disclosure, this is no longer going to repeat them.
Fig. 2 A is a kind of web site performance monitoring method flow diagram that the embodiment of the present invention provides, and referring to Fig. 2 A, the method includes:
201, multiple performance indications are determined.
The plurality of performance indications refer to weigh the index of website loading performance, it is determined that the method for the plurality of performance indications can be: affects size according on web site performance, chooses the plurality of performance indications;Manually can also being determined by Website development personnel, this is not construed as limiting by the embodiment of the present invention.
In embodiments of the present invention, the plurality of performance indications include that page DOM (DocumentObjectModel, DOM Document Object Model) loads duration, page head shields loading duration and page white screen duration.The plurality of performance indications can also be made up of other performance indications, and this is not construed as limiting by the embodiment of the present invention.
202, the performance data of each performance indications in multiple performance indications of targeted website is gathered.
This targeted website can be amusement and leisure class website, trade information class website, shopping class website or forum's class website etc., gathering the method for the performance data of each performance indications in multiple performance indications of this targeted website can be: when receiving the accessing page request that terminal sends, page data bag is sent to this terminal, this page data bag at least includes metadata acquisition tool, and this metadata acquisition tool is for gathering the performance data of each performance indications in the plurality of performance indications;Correspondingly, gather the performance data of each performance indications in the performance indications of predetermined number to include: receive the performance data of these each performance indications that terminal is collected by this metadata acquisition tool.
Wherein, terminal is gathered the method for the performance data of these each performance indications and can be by this metadata acquisition tool: the layout etc. according to this targeted website, adopts the method buried a little to carry out data acquisition;Difference according to this metadata acquisition tool, it is possible to realize this data acquisition by distinct methods, the concrete acquisition method of this performance data is not construed as limiting by the present invention.
203, the performance data according to these each performance indications, it is determined that the Synthesis performance index of this targeted website.
This Synthesis performance index refers to according to the plurality of performance indications, it is determined that the aggregative indicator that can comprehensively weigh website loading performance;The method determining this Synthesis performance index can be: determines the weight that in the plurality of performance indications, each performance indications are corresponding;The sum of products of these each performance indications Yu this each performance indications respective weights is defined as this Synthesis performance index.
Wherein, determine that in the plurality of performance indications, the method for each performance indications respective weights can be: according to each performance indications, web site performance is affected size by server and determine respective weights, it is also possible to personnel arrange respective weights for each performance indications by Website development;It is, of course, also possible to determine, by additive method, the weight that in the plurality of performance indications, each performance indications are corresponding, this is not construed as limiting by the embodiment of the present invention.According to the performance data of these each performance indications, can also being determined the Synthesis performance index of this targeted website by additive method, this is also not construed as limiting by the embodiment of the present invention.It should be noted that in the plurality of performance indications each performance indications respective weights and be 1.
Such as, load duration at the page DOM collecting targeted website sometime, page head shields loading duration and the page white screen duration respectively 500ms, 1000ms, 100ms;If page DOM loads duration, page head shields loading duration and page white screen duration respective weights respectively 40%, 30%, 30%, the Synthesis performance index of this targeted website is: 500*40%+1000*30%+100*30%=530.
This Synthesis performance index is more big, represents that web site performance is more poor, and Synthesis performance index is more little, represents that web site performance is more good.
By the performance data according to performance indications each in multiple performance indications, it is determined that for weighing the Synthesis performance index of web site performance, it is possible to reflect web site performance more accurately, more fully.
204, the Synthesis performance index according to this targeted website, generates performance exponential curve.
This performance index curve refer to the time be transverse axis, this Synthesis performance index be the longitudinal axis two-dimensional curve, as shown in Figure 2 B;Can also curve otherwise, represent this performance index curve;This is not construed as limiting by the embodiment of the present invention.
205, according to this performance index curve, this targeted website is carried out performance monitoring.
According to this performance index curve, this targeted website is monitored, it is possible to make website maintenance personnel more intuitively, more clearly understand the performance change of website such that it is able to take corresponding measure to solve web site performance problem in time.
In an alternative embodiment of the invention, according to this performance index curve, this targeted website carrying out the method for performance monitoring can be following two: one, when this Synthesis performance index is more than the first predetermined threshold value, send alarm signal;Two, when this Synthesis performance index pace of change is more than the second predetermined threshold value, send this alarm signal, this Synthesis performance index pace of change refers to the size of this Synthesis performance index amplitude of variation, such as, in fig. 2b, the Synthesis performance index pace of change of this any time period can represent with the slope of this time period homologous thread.
Wherein, this first predetermined threshold value and this second predetermined threshold value can be determined according to historical performance aggregative index and historical performance exponential curve, can also being identified as arbitrary fixed value, the defining method of this first predetermined threshold value and this second predetermined threshold value is not construed as limiting by the embodiment of the present invention.
Such as, in fig. 2b, when this first predetermined threshold value is 1300, in front and back two days on November 2nd, 2015, web site performance has the trend of substantially variation, and server is by sending alarm signal, remind website maintenance personnel to find out the reason causing web site performance to be deteriorated in time, and solve problem.If with Synthesis performance index pace of change for determining the foundation sending alarm signal, after 28 days October in 2015, there is obvious ascent stage in this performance index curve, and now server sends alarm signal, to remind website maintenance personnel.
By sending alarm signal, it is possible to improve the promptness that web site performance problem finds and solves further.
By the performance data according to performance indications each in multiple performance indications, determine the Synthesis performance index of targeted website, can more fully, more accurate and visually reflect web site performance, Synthesis performance index according to targeted website, generate performance exponential curve, it is possible to more intuitively, clearly reflect web site performance;By sending alarm signal, it is possible to improve the promptness that web site performance problem finds and solves further.
Fig. 3 is a kind of web site performance supervising device block diagram that the embodiment of the present invention provides.With reference to Fig. 3, this device includes acquisition module 301, and Synthesis performance index determines module 302, curve generation module 303 and performance monitoring module 304.
Acquisition module 301, for gathering the performance data of each performance indications in multiple performance indications of targeted website, the plurality of performance indications include that page documents object model DOM loads duration, page head shields loading duration and page white screen duration;
Synthesis performance index determines module 302, the performance data of these each performance indications for collecting according to this acquisition module 301, it is determined that the Synthesis performance index of this targeted website;
Curve generation module 303, for determining the Synthesis performance index of this targeted website that module 302 determines according to this Synthesis performance index, generates performance exponential curve;
Performance monitoring module 304, carries out performance monitoring for this performance index curve generated according to this curve generation module 303 to this targeted website.
In the first possible implementation provided by the invention, this device also includes:
Performance indications determine module, are used for determining the plurality of performance indications;
Sending module, for when receiving the accessing page request that terminal sends, sending page data bag to this terminal, this page data bag at least includes metadata acquisition tool, and this metadata acquisition tool is for gathering the performance data of each performance indications in the plurality of performance indications;
Correspondingly, this acquisition module 301 is used for:
Receive the performance data of these each performance indications that terminal is collected by this metadata acquisition tool.
Be likely in implementation at the second provided by the invention, this Synthesis performance index determine module 302 for:
Determine the weight that in the plurality of performance indications, each performance indications are corresponding;
The sum of products of these each performance indications Yu this each performance indications respective weights is defined as this Synthesis performance index.
Be likely in implementation at provided by the invention the third, this performance index curve refer to the time be transverse axis, this Synthesis performance index be the longitudinal axis two-dimensional curve.
In the 4th kind of possible implementation provided by the invention, this performance monitoring module 304 is used for:
When this Synthesis performance index is more than the first predetermined threshold value, send alarm signal;Or
When this Synthesis performance index pace of change is more than the second predetermined threshold value, send this alarm signal.
It should be understood that the web site performance supervising device that above-described embodiment provides is when carrying out web site performance monitoring, only it is illustrated with the division of above-mentioned each functional module, in practical application, as desired above-mentioned functions distribution can be completed by different functional modules, it is divided into different functional modules, to complete all or part of function described above by the internal structure of equipment.It addition, the web site performance supervising device that above-described embodiment provides belongs to same design with web site performance monitoring embodiment of the method, it implements process and refers to embodiment of the method, repeats no more here.
Fig. 4 is the block diagram of a kind of device 400 for web site performance monitoring that the embodiment of the present invention provides.Such as, device 400 may be provided in a server.With reference to Fig. 4, device 400 includes processing assembly 422, and it farther includes one or more processor and the memory resource representated by memorizer 432, can by the instruction of the execution processing assembly 422 for storing, for instance application program.In memorizer 432 application program of storage can include one or more each corresponding to the module of one group of instruction.It is configured to perform instruction additionally, process assembly 422, to perform said method.
Device 400 can also include a power supply module 426 and be configured to perform the power management of device 400, and a wired or wireless network interface 450 is configured to be connected to device 400 network and input and output (I/O) interface 458.Device 400 can operate based on the operating system being stored in memorizer 432, for instance WindowsServerTM, MacOSXTM, UnixTM,LinuxTM, FreeBSDTMOr it is similar.
One of ordinary skill in the art will appreciate that all or part of step realizing above-described embodiment can be completed by hardware, can also be completed by the hardware that program carrys out instruction relevant, described program can be stored in a kind of computer-readable recording medium, storage medium mentioned above can be read only memory, disk or CD etc..
The foregoing is only presently preferred embodiments of the present invention, not in order to limit the present invention, all within the spirit and principles in the present invention, any amendment of making, equivalent replacement, improvement etc., should be included within protection scope of the present invention.

Claims (10)

1. a web site performance monitoring method, it is characterised in that described method includes:
Gathering the performance data of each performance indications in multiple performance indications of targeted website, the plurality of performance indications include page documents object model DOM loading duration, page head shields loading duration and page white screen duration;
Performance data according to described each performance indications, it is determined that the Synthesis performance index of described targeted website;
Synthesis performance index according to described targeted website, generates performance exponential curve;
According to described performance index curve, described targeted website is carried out performance monitoring.
2. method according to claim 1, it is characterised in that gathering in multiple performance indications of targeted website before the performance data of each performance indications, described method also includes:
Determine the plurality of performance indications;
When receiving the accessing page request that terminal sends, sending page data bag to described terminal, described page data bag at least includes metadata acquisition tool, and described metadata acquisition tool is for gathering the performance data of each performance indications in the plurality of performance indications;
Correspondingly, gather the performance data of each performance indications in the performance indications of predetermined number to include:
Receive the performance data of described each performance indications that terminal is collected by described metadata acquisition tool.
3. method according to claim 1, it is characterised in that the performance data according to described each performance indications, it is determined that the Synthesis performance index of described targeted website includes:
Determine the weight that in the plurality of performance indications, each performance indications are corresponding;
The sum of products of described each performance indications Yu described each performance indications respective weights is defined as described Synthesis performance index.
4. method according to claim 1, it is characterised in that described performance index curve refer to the time be transverse axis, described Synthesis performance index be the longitudinal axis two-dimensional curve.
5. method according to claim 1, it is characterised in that according to described performance index curve, described targeted website is carried out performance monitoring and include:
When described Synthesis performance index is more than the first predetermined threshold value, send alarm signal;Or
When described Synthesis performance index pace of change is more than the second predetermined threshold value, send described alarm signal.
6. a web site performance supervising device, it is characterised in that described device includes:
Acquisition module, for gathering the performance data of each performance indications in multiple performance indications of targeted website, the plurality of performance indications include that page documents object model DOM loads duration, page head shields loading duration and page white screen duration;
Synthesis performance index determines module, the performance data of the described each performance indications for collecting according to described acquisition module, it is determined that the Synthesis performance index of described targeted website;
Curve generation module, for determining the Synthesis performance index of described targeted website that module determines according to described Synthesis performance index, generates performance exponential curve;
Performance monitoring module, carries out performance monitoring for the described performance index curve generated according to described curve generation module to described targeted website.
7. device according to claim 6, it is characterised in that described device also includes:
Performance indications determine module, are used for determining the plurality of performance indications;
Sending module, for when receiving the accessing page request that terminal sends, sending page data bag to described terminal, described page data bag at least includes metadata acquisition tool, and described metadata acquisition tool is for gathering the performance data of each performance indications in the plurality of performance indications;
Correspondingly, described acquisition module is used for:
Receive the performance data of described each performance indications that terminal is collected by described metadata acquisition tool.
8. device according to claim 6, it is characterised in that described Synthesis performance index determine module for:
Determine the weight that in the plurality of performance indications, each performance indications are corresponding;
The sum of products of described each performance indications Yu described each performance indications respective weights is defined as described Synthesis performance index.
9. device according to claim 6, it is characterised in that described performance index curve refer to the time be transverse axis, described Synthesis performance index be the longitudinal axis two-dimensional curve.
10. device according to claim 6, it is characterised in that described performance monitoring module is used for:
When described Synthesis performance index is more than the first predetermined threshold value, send alarm signal;Or
When described Synthesis performance index pace of change is more than the second predetermined threshold value, send described alarm signal.
CN201610073306.9A 2016-02-01 2016-02-01 Website performance monitoring method and device Pending CN105760284A (en)

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CN105095312A (en) * 2014-05-22 2015-11-25 阿里巴巴集团控股有限公司 Method and system for evaluating webpage front-end performance
CN104063460A (en) * 2014-06-25 2014-09-24 北京奇虎科技有限公司 Method and device for loading webpage in browser
CN105260424A (en) * 2015-09-28 2016-01-20 北京奇虎科技有限公司 Processing method and apparatus for webpage browsing historical records and most common accesses of user

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CN106557407A (en) * 2016-11-14 2017-04-05 腾讯科技(深圳)有限公司 A kind of monitoring method and device of apparatus of load
CN106557407B (en) * 2016-11-14 2020-03-17 腾讯科技(深圳)有限公司 Method and device for monitoring equipment load
CN108205487A (en) * 2016-12-20 2018-06-26 广州市动景计算机科技有限公司 A kind of method, apparatus and user terminal for monitoring browser performance
CN109766242A (en) * 2018-12-29 2019-05-17 云智慧(北京)科技有限公司 Monitoring method, device and system based on mobile user side and storage medium
CN113238917A (en) * 2021-05-31 2021-08-10 康键信息技术(深圳)有限公司 Front-end performance monitoring method, device, equipment and storage medium
CN113238917B (en) * 2021-05-31 2023-10-31 康键信息技术(深圳)有限公司 Front-end performance monitoring method, device, equipment and storage medium

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