CN107592236A - The monitoring method and device of a kind of related business datum of promotion message - Google Patents
The monitoring method and device of a kind of related business datum of promotion message Download PDFInfo
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- CN107592236A CN107592236A CN201610534637.8A CN201610534637A CN107592236A CN 107592236 A CN107592236 A CN 107592236A CN 201610534637 A CN201610534637 A CN 201610534637A CN 107592236 A CN107592236 A CN 107592236A
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Abstract
The invention discloses the monitoring method and device of a kind of related business datum of promotion message.This method includes：The specified type data on promotion message of each business are obtained from log database；For each business, specified index of the statistics specified type data within each default unit interval；According to specified index of the specified type data within each default unit interval, judge whether change of the specified index of specified type data in current preset measurement period occurs exception, be then, warning message to be pushed to operation personnel by default channel.It can be seen that, according to this programme, pass through the monitoring of the different specified type data to same business, the operational situation of service part related to promotion message in the business can be monitored from many aspects, and alarmed when noting abnormalities to operation personnel, so that operation personnel tackles abnormal conditions in time, the normal operation of service part related to promotion message in each business is ensured.
Description
Technical field
The present invention relates to Internet technical field, and in particular to a kind of monitoring method of the related business datum of promotion message
And device.
Background technology
With the continuous development of Internet technology, Internet user is increasing, has gradually formed huge popularization audient,
More and more promotion messages with popularization demand wish to be promoted and publicized by the displaying in Internet service,
Under this situation, numerous Internet services has all carried out the related service part of promotion message, the operational situation of this service part
And the quality of professional ability, directly influence the use of user and the promotion effect of promotion message, under certain situation, an industry
The exception of the state of affairs related to promotion message in business, can cause whole business to go wrong, therefore, how for each business
The related business datum of middle promotion message is monitored, and is current urgent problem to be solved.
The content of the invention
In view of the above problems, it is proposed that the present invention so as to provide one kind overcome above mentioned problem or at least in part solve on
State the monitoring method and device of the business datum of the promotion message correlation of problem.
According to one aspect of the present invention, there is provided the monitoring method of the related business datum of promotion message, this method bag
Include：
The specified type data on promotion message of each business are obtained from log database；
For each business,
Count specified index of the specified type data within each default unit interval；
According to specified index of the specified type data within each default unit interval, the specified type number is judged
According to change of the specified index in current preset measurement period whether exception occurs, be then, by default channel to operation people
Member's push warning message.
Alternatively, the specified type data include：
User sends the data of request, and user browses the data of promotion message, and/or user clicks on the number of promotion message
According to.
Alternatively, specified index of the specified type data within each default unit interval includes：
The user sends total amount, success rate, and/or average response of the data of request within each default unit interval
Time；
The user browses total amount of the data of promotion message within each default unit interval, success rate, and/or average
Response time；
And/or
The user clicks on total amount of the data of promotion message within each default unit interval, success rate, and/or average
Response time.
Alternatively, specified index of the specified type data within each default unit interval includes：
The user browses total amount of the data of promotion message within each default unit interval and the user sends and asked
The ratio of total amount of the data asked within the same default unit interval；
And/or
Total amount of the data of user's click promotion message within each default unit interval browses with the user to be pushed away
The ratio of total amount of the data of Guangxin breath within the same default unit interval.
Alternatively, the specified index according to the specified type data within each default unit interval, judges institute
State whether change of the specified index of specified type data in current preset measurement period occurs abnormal include：
According to specified index of the specified type data within each default unit interval, the specified type number is generated
According to change curve of the specified index in current preset measurement period；
Change curve of the specified index of the specified type data in current preset measurement period is specified with described
Change curve of the specified index of categorical data in previous default measurement period is contrasted, if the tendency of the two is in the presence of poor
Different and difference value is more than predetermined threshold value, determines change of the specified index of the specified type data in current preset measurement period
Change and exception occurs.
Alternatively, it is determined that change of the specified index in current preset measurement period of the specified type data occurs
When abnormal, this method further comprises：
According to the characteristic of the specified index of specified type data, abnormal occurrence cause is prejudged.
Alternatively, the warning message includes：
Change curve of the specified index of the specified type data in current preset measurement period；
Change curve of the specified index of the specified type data in current preset measurement period and the specified class
The different information of the tendency of change curve of the specified index of type data in previous default measurement period；
And/or
The abnormal occurrence cause prejudged.
Alternatively, the every data stored in log database carries service identification and type identification；
Then the specified type data on promotion message that each business is obtained from log database include：For every
Individual business, the data of the business are obtained from log database according to the service identification of the business, further according on promotion message
Specified type type identification, therefrom obtain the specified type data on promotion message of the business.
Alternatively, it is described to be included by default channel to operation personnel's push warning message：
Warning message is pushed to operation personnel by short message, instant communication message, and/or Email.
According to another aspect of the present invention, there is provided a kind of supervising device of the related business datum of promotion message, should
Device includes：
Business datum acquiring unit, suitable for obtaining the specified type on promotion message of each business from log database
Data；
Processing unit is monitored, for each business, counts the specified type data within each default unit interval
Specify index；According to specified index of the specified type data within each default unit interval, the specified type is judged
Whether change of the specified index of data in current preset measurement period occurs exception, is then, to notify alarm unit；
The alarm unit, suitable for after notice is received, warning message is pushed to operation personnel by default channel.
Alternatively, the specified type data include：
User sends the data of request, and user browses the data of promotion message, and/or user clicks on the number of promotion message
According to.
Alternatively, specified index of the specified type data within each default unit interval includes：
The user sends total amount, success rate, and/or average response of the data of request within each default unit interval
Time；
The user browses total amount of the data of promotion message within each default unit interval, success rate, and/or average
Response time；
And/or
The user clicks on total amount of the data of promotion message within each default unit interval, success rate, and/or average
Response time.
Alternatively, specified index of the specified type data within each default unit interval includes：
The user browses total amount of the data of promotion message within each default unit interval and the user sends and asked
The ratio of total amount of the data asked within the same default unit interval；
And/or
Total amount of the data of user's click promotion message within each default unit interval browses with the user to be pushed away
The ratio of total amount of the data of Guangxin breath within the same default unit interval.
Alternatively, the monitoring processing unit, suitable for according to the specified type data within each default unit interval
Specified index, generate change curve of the specified index of the specified type data in current preset measurement period；By institute
State the finger of change curve of the specified index of specified type data in current preset measurement period and the specified type data
Determine change curve of the index in previous default measurement period to be contrasted, if the tendency of the two has differences and difference value is big
In predetermined threshold value, it is abnormal to determine that change of the specified index of the specified type data in current preset measurement period occurs.
Alternatively, the monitoring processing unit, suitable for it is determined that the specified index of the specified type data is pre- currently
It is further abnormal according to the characteristic of the specified index of specified type data, anticipation if the change in measurement period occurs abnormal
Occurrence cause.
Alternatively, the warning message includes：
Change curve of the specified index of the specified type data in current preset measurement period；
Change curve of the specified index of the specified type data in current preset measurement period and the specified class
The different information of the tendency of change curve of the specified index of type data in previous default measurement period；
And/or
The abnormal occurrence cause prejudged.
Alternatively, the every data stored in log database carries service identification and type identification；
The then business datum acquiring unit, suitable for for each business, according to the service identification of the business from daily record number
According to the data that the business is obtained in storehouse, further according to the type identification of the specified type on promotion message, the business is therefrom obtained
The specified type data on promotion message.
Alternatively, the alarm unit, suitable for by short message, instant communication message, and/or Email to operation people
Member's push warning message.
Technique according to the invention scheme, for each business, obtained from log database the business on promoting
The specified type data of information, for every kind of specified type data of the business, the specified type data are counted each default
Specified index in unit interval, and then change of the specified index of the specified type data in default measurement period is obtained,
When change of the specified index of the specified type data in default measurement period occurs abnormal, by presetting channel to operation
Personnel push warning message., can be from more by the monitoring of the different specified type data to same business according to this programme
Individual aspect is monitored to the operational situation of service part related to promotion message in the business, and when noting abnormalities to fortune
Battalion personnel alarm, so that operation personnel tackles abnormal conditions in time, ensure business department related to promotion message in each business
The normal operation divided.
Described above is only the general introduction of technical solution of the present invention, in order to better understand the technological means of the present invention,
And can be practiced according to the content of specification, and in order to allow above and other objects of the present invention, feature and advantage can
Become apparent, below especially exemplified by the embodiment of the present invention.
Brief description of the drawings
By reading the detailed description of hereafter preferred embodiment, it is various other the advantages of and benefit it is common for this area
Technical staff will be clear understanding.Accompanying drawing is only used for showing the purpose of preferred embodiment, and is not considered as to the present invention
Limitation.And in whole accompanying drawing, identical part is denoted by the same reference numerals.In the accompanying drawings：
Fig. 1 shows a kind of monitoring method of the related business datum of promotion message according to an embodiment of the invention
Flow chart；
Fig. 2 shows a kind of supervising device of the related business datum of promotion message according to an embodiment of the invention
Schematic diagram.
Embodiment
The exemplary embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although the disclosure is shown in accompanying drawing
Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here
Limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure
Completely it is communicated to those skilled in the art.
Fig. 1 shows a kind of monitoring method of the related business datum of promotion message according to an embodiment of the invention
Flow chart.As shown in figure 1, this method includes：
Step S110, the specified type data on promotion message of each business are obtained from log database.
Step S120, for each business, specified index of the statistics specified type data within each default unit interval.
Step S130, according to specified index of the specified type data within each default unit interval, judge specified type
Whether change of the specified index of data in current preset measurement period occurs exception, is then, by presetting channel to operation
Personnel push warning message.
It can be seen that method shown in Fig. 1 for each business, obtained from log database the business on promotion message
Specified type data, for every kind of specified type data of the business, count the specified type data in each default unit
Specified index in time, and then change of the specified index of the specified type data in default measurement period is obtained, when this
When change of the specified index of specified type data in default measurement period occurs abnormal, by presetting channel to operation personnel
Push warning message., can be from multiple sides by the monitoring of the different specified type data to same business according to this programme
The operational situation of the service part related to promotion message is monitored in the business, and when noting abnormalities to operation people
Member's alarm, so that operation personnel tackles abnormal conditions in time, ensures service part related to promotion message in each business
Run well.
In one embodiment of the invention, specified type data include：User sends the data of request, and user, which browses, to push away
The data of Guangxin breath, and/or user click on the data of promotion message；Categorical data is then specified in step S120 in each default list
Specified index in the time of position includes：User send total amount of the data of request within each default unit interval, success rate,
And/or average response time；User browse total amount of the data of promotion message within each default unit interval, success rate and/
Or average response time；And/or user click on total amount of the data within each default unit interval of promotion message, success rate,
And/or average response time.
For example, the front end form of a business is search website a, the service part related to promotion message in the business
It is：Promotion message is shown in the search website a page；The operation mode of the business is：When user is in search website a search
When input search term scans in column, in a first aspect, sending the searching request on the search term to search server, receive
The search result on the search term that search server returns, second aspect, sent to promotion message search engine on this
The promotion message request of search term, receives the promotion message on the search term that promotion message search engine returns；It will then connect
The search result and promotion message on the search term received is illustrated on the page；Wherein, to promotion message search engine
Send and asked on the promotion message of the search term, receive the popularization on the search term that promotion message search engine returns and believe
The process of breath can be specifically：Being sent by proxy server to promotion message search engine please on the promotion message of the search term
Ask, proxy server receives the material for the promotion message that promotion message search engine returns, by proxy server to the promotion message that receives
Material carry out pattern and render processing, return again to and be shown to front end page.
In this scenario, this programme will be monitored to the operational situation of the second aspect of the business, specifically, according to
Data cases corresponding to behavior of the family on a of the search website, the fortune of the service part related to promotion message to search website a
Turn situation to be monitored：User is inputted into search term in search website a search column and initiates the behavior of search as user's hair
Go out the behavior of request, the data of request are sent corresponding to user, are represented with API data；User is opened into the page in search website a
The behavior of (promotion message for having predetermined quantity is shown on the page) browses the behavior of promotion message as user, clear corresponding to user
Look at the data of promotion message, represented with PV data；Using user search website a the page in click on promotion message behavior as
User clicks on the behavior of promotion message, and the data of promotion message are clicked on corresponding to user, are represented with Click data.
Then for above-mentioned three kinds of specified type data API data, PV data and Click data, count every kind of respectively and specify
Specified index of the categorical data within each default unit interval, specifically, statistics API data is within each default unit interval
Total amount, success rate, and/or average response time, total amount of the statistics PV data within each default unit interval, success rate,
And/or average response time, total amount, success rate, and/or average sound of the statistics Click data within each default unit interval
Between seasonable；Wherein, user, which sends, once asks to correspond to an API data, (is such as sent when user sends request and met with a response
200) http request, which returns, corresponds to a successful API data, when user sends request and does not meet with a response corresponding to one
The API data of individual failure, user send the response time that request corresponds to an API data to the time for receiving response, then API
Total amount of the data within the default unit interval is the number that user sends request in the default unit interval, and API data is default
Success rate in unit interval is the ratio of the quantity of successful API data and the total amount of API data in the default unit interval,
When average response time of the API data within the default unit interval is the successfully response of API data in the default unit interval
Between summation and successful API data quantity ratio；(predetermined number is included in the page when user opens a page every time
The promotion message of amount) correspond to a PV data, (such as sent when user sends to open the request of a page and meet with a response
Http request, which returns to displaying in 200 and the page, promotion message) correspond to a successful PV data, when user sends opening one
The request of the individual page and the PV data not met with a response corresponding to a failure, user send the request of one page of opening extremely
The time for receiving response corresponds to the response time of a PV data, then total amount of the PV data within the default unit interval is that this is pre-
If user opens the number of the page in the unit interval, success rate of the PV data within the default unit interval is the default unit interval
The ratio of the interior successfully quantity of PV data and the total amount of PV data, average response time of the PV data within the default unit interval
It is the ratio of the summation and the quantity of successful PV data of the response time of successful PV data in the default unit interval；At it
In his example, the total amounts of PV data can also user browse the number of promotion message；When user often clicks on a promotion message pair
Ying Yuyi Click data, correspond to one when user clicks on promotion message and meets with a response and (such as send http request and return to 200)
Individual successfully Click data, when user clicks on promotion message and the Click data not met with a response corresponding to a failure,
User clicks on the response time that promotion message corresponds to a Click data to the time for receiving response, then Click data are pre-
If the total amount in the unit interval is the number that user clicks on promotion message in the default unit interval, Click data are default single
Success rate in the time of position is the ratio of the quantity and the total amount of Click data of successful Click data in the default unit interval
Value, average response time of the Click data within the default unit interval are successful Click data in the default unit interval
The ratio of the summation of response time and the quantity of successful Click data.
After each specified index of the above-mentioned three kinds of specified type data within each default unit interval is got, further
Change of each specified index of every kind of specified type data in default measurement period is counted, specifically, according to API data every
Total amount in the individual default unit interval, change curve of the total amount of API data in default measurement period is drawn, according to API numbers
According to the success rate within each default unit interval, change curve of the success rate of API data in default measurement period is drawn,
And/or the average response time according to API data within each default unit interval, draw the average response time of API data
Change curve in default measurement period；According to total amount of the PV data within each default unit interval, PV data are drawn
Change curve of the total amount in default measurement period, according to success rate of the PV data within each default unit interval, draws PV
Change curve of the success rate of data in default measurement period, and/or, according to PV data within each default unit interval
Average response time, draw change curve of the average response time of PV data in default measurement period；According to Click data
Total amount within each default unit interval, change curve of the total amount of Click data in default measurement period is drawn, according to
Success rate of the Click data within each default unit interval, the success rate of Click data is drawn in default measurement period
Change curve, and/or, according to average response time of the Click data within each default unit interval, draw Click data
Change curve of the average response time in default measurement period.It is one or more according to corresponding to every kind of specified type data
The change curve of index is specified, the monitoring respectively to API data, PV data and Click data is realized, can find in time
The abnormal conditions that each specified index of every kind of specified type data occurs.
It can be seen that realized in this example by the monitoring to the API data in search website a, PV data and Click data
Monitoring to the operational situation of the service part related to promotion message in search website a, wherein, API data, PV data and
The user that Click data reflect service part related to promotion message in search website a respectively initiates search, user browses
Promotion message, user click on promotion message these three different aspects, for each aspect, pass through total amount, success rate and/or flat
Equal these indexs of response time weigh the operation ability of this aspect and operation situation.
In another embodiment of the present invention, categorical data is specified in step S120 within each default unit interval
Specified index also includes：User browses total amount of the data of promotion message within each default unit interval and sends request with user
Total amount of the data within the same default unit interval ratio；And/or user clicks on the data of promotion message each default
Total amount in unit interval browses the ratio of total amount of the data of promotion message within the same default unit interval with user.
Example above is continued to use, specified type data include：API data, PV data and Click data, specified type
Specified index of the data within each default unit interval also includes：Total amount of the PV data within each default unit interval with
The ratio of total amount of the API data within the same default unit interval, is represented with PVR；Click data are in each default unit interval
The ratio of interior total amount and total amount of the PV data within the same default unit interval, is represented with CPR；With for dragnet in this example
For a this business of standing, PVR is meant that user browses the quantity of promotion message in each default unit interval and user initiates
The ratio of the number of request, the professional ability that search website a returns to promotion message according to the request of user is reflected, CPR's contains
Justice is the ratio that the number of user's click promotion message in each default unit interval browses the quantity of promotion message with user, instead
The promotion message that search website a is shown is reflected and the professional ability for make it that user is interested and clicks on is associated with user.
Then according to the value of the PVR in each default unit interval, obtain presetting the change of the value of the PVR in measurement period,
And then judge that search website a returns to the state of development of the professional ability of promotion message according to the request of user；According to each default
The value of CPR in unit interval, obtains presetting the change of the value of the CPR in measurement period, and then judges that search website a is shown
Promotion message associated with user cause user it is interested and click on professional ability state of development.
In one embodiment of the invention, in step S130 according to specified type data within each default unit interval
Specified index, judge whether change of the specified index of specified type data in current preset measurement period occurs abnormal bag
Include：According to specified index of the specified type data within each default unit interval, the specified index of generation specified type data
Change curve in current preset measurement period, when the specified index of specified type data is in current preset measurement period
When the change of the slope of change curve is more than the first predetermined threshold value, determine that the specified index of specified type data is united in current preset
Exception occurs for the change counted in the cycle；And/or the specified index of specified type data is being generated in current preset measurement period
Change curve after, by change curve and specified type of the specified index of specified type data in current preset measurement period
Change curve of the specified index of data in previous default measurement period is contrasted, if the tendency of the two have differences and
Difference value is more than the second predetermined threshold value, determines change hair of the specified index of specified type data in current preset measurement period
It is raw abnormal.
Example above is continued to use, a kind of monitoring mode is to move towards judgement exception according to change curve itself：According to PV
Success rate of the data within each default unit interval, generate change of the success rate of PV data in current preset measurement period
Curve, if the change of the slope of point on the change curve illustrates that the change curve is dashed forward more than the first predetermined threshold value
Become, the success rate of PV data is drastically raised or declined suddenly, determines that exception occurs for the change of the success rate of PV data；And/or separately
A kind of monitoring mode is more abnormal than judging according to the year-on-year ring of change curve：According to API data within each default unit interval
Average response time, change curve of the average response time of API data in current preset measurement period is generated, by API
The average response time of change curve and API data of the average response time of data in current preset measurement period is previous
Change curve in default measurement period is contrasted, if the tendency of the two has differences and difference value is more than the second default threshold
Value, it is abnormal to determine that change of the average response time of API data in current preset measurement period occurs.
Further, it is determined that change of the specified index in current preset measurement period of specified type data occur it is different
Method shown in Chang Shi, Fig. 1 also includes：According to the characteristic of the specified index of specified type data, abnormal occurrence cause is prejudged.
In above example, the change of the success rates of PV data in current preset measurement period occurs abnormal, i.e., is opened according to front end
Exception occurs for the success rate that the request promotion message search engine forward end page of the page returns to the promotion message of displaying, can push away
Disconnected is probably that promotion message search engine there is a problem in the process for returning to promotion message, or is also likely to be that front end renders and pushed away
The process of the material for the promotion message that wide information search engine returns there is a problem；Etc., monitoring abnormal generation every time
When can be according to occurring the problem of the characteristic anticipation of abnormal index be front-end product or the problem of monitoring or Back-end search
The problem of the problem of engine or algorithm etc., the related operation personnel of auxiliary is contributed to solve problem.
Then in one embodiment of the invention, the warning message in step S130 includes：The finger of specified type data
Determine change curve of the index in current preset measurement period；The specified index of specified type data is in current preset measurement period
The difference of the tendency of the change curve of interior change curve and the specified index of specified type data in previous default measurement period
Different information；And/or the abnormal occurrence cause prejudged.
In one embodiment of the invention, log database receives daily record data caused by each business, daily record data
The every data stored in storehouse carries service identification and type identification；Then obtained in step S110 from log database each
The specified type data on promotion message of business include：For each business, according to the service identification of the business from daily record
The data of the business are obtained in database, further according to the type identification of the specified type on promotion message, therefrom obtain the industry
The specified type data on promotion message of business.
In example described above, business for search website a by way of example only, in other kinds of business with popularization
The monitoring of the operational situation of the related service part of information can use technical scheme provided by the invention, in gaming platform
The business department related with promotion message grades in the service part related to promotion message, various application software, and they are substantial
The flow being directed to is：Front end interacts with user, under the access behavior of user, front end and promotion message search engine
Interact, receive the material for the promotion message that promotion message search engine returns, front end carries out sample to the material of promotion message
Formula is rendered and is illustrated in front end page, and the behavior that user can browse and click on to the promotion message of displaying, click pushes away
Guangxin breath behavior will trigger front end again to promotion message search engine send ask, with jump to corresponding new page or
Person obtains corresponding material in current page and shown；This programme is the monitoring to this flow, mainly according to user's
Behavioural characteristic (the click behavior of the access behavior, the navigation patterns of user and user of user) extracts corresponding specified type number
According to, and it is evaluated according to the different indexs of specified type data, realize the monitoring to the operating condition of business.
Wherein it is possible to different business is monitored by different IDC (Internet data center), the prison of each business
Between control work independently of each other.
In one embodiment of the invention, warning message bag is pushed to operation personnel by default channel in step S130
Include：Warning message is pushed to operation personnel by short message, instant communication message, and/or Email.
Fig. 2 shows a kind of supervising device of the related business datum of promotion message according to an embodiment of the invention
Schematic diagram.As shown in Fig. 2 the supervising device 200 of the business datum of promotion message correlation includes：
Business datum acquiring unit 210, suitable for obtaining the specifying on promotion message of each business from log database
Categorical data.
Processing unit 220 is monitored, for each business, finger of the statistics specified type data within each default unit interval
Determine index；According to specified index of the specified type data within each default unit interval, specifying for specified type data is judged
Whether change of the index in current preset measurement period occurs exception, is then, to notify alarm unit 230；
Alarm unit 230, suitable for after notice is received, warning message is pushed to operation personnel by default channel.
It can be seen that the supervising device of the related business datum of promotion message shown in Fig. 2 is for each business, from daily record data
The specified type data on promotion message of the business are obtained in storehouse, for every kind of specified type data of the business, statistics
Specified index of the specified type data within each default unit interval, and then obtain the specified index of the specified type data
Change in default measurement period, when change of the specified index in default measurement period of the specified type data occur it is different
Chang Shi, warning message is pushed to operation personnel by default channel.According to this programme, by being specified to the difference of same business
The monitoring of categorical data, the operational situation of service part related to promotion message in the business can be carried out from many aspects
Monitoring, and alarmed when noting abnormalities to operation personnel, so that operation personnel tackles abnormal conditions in time, ensure in each business
The normal operation of the service part related to promotion message.
In one embodiment of the invention, specified type data include：User sends the data of request, and user, which browses, to push away
The data of Guangxin breath, and/or user click on the data of promotion message.Then specified type data are within each default unit interval
Specified index includes：User sends total amount, success rate, and/or average sound of the data of request within each default unit interval
Between seasonable；User browses total amount, success rate, and/or average response of the data of promotion message within each default unit interval
Time；And/or user clicks on total amount of the data within each default unit interval of promotion message, success rate, and/or average
Response time.
Further, specified index of the specified type data within each default unit interval also includes：User, which browses, to push away
Total amount of the data of Guangxin breath within each default unit interval sends the data of request in the same default unit interval with user
The ratio of interior total amount；And/or total amount and user of the data of user's click promotion message within each default unit interval are clear
Look at promotion message total amount of the data within the same default unit interval ratio.
In one embodiment of the invention, processing unit 220 is monitored, suitable for being preset according to specified type data each
Specified index in unit interval, it is bent to generate change of the specified index of specified type data in current preset measurement period
Line；By specifying for change curve of the specified index of specified type data in current preset measurement period and specified type data
Change curve of the index in previous default measurement period is contrasted, if the tendency of the two has differences and difference value is more than
Predetermined threshold value, it is abnormal to determine that change of the specified index of specified type data in current preset measurement period occurs.
Further, processing unit 220 is monitored, suitable for it is determined that the specified index of specified type data is united in current preset
When change in the meter cycle occurs abnormal, according to the characteristic of the specified index of specified type data, abnormal occurrence cause is prejudged.Then
Warning message includes：Change curve of the specified index of specified type data in current preset measurement period；Specified type
The specified index of change curve of the specified index of data in current preset measurement period and specified type data is previous pre-
If the different information of the tendency of the change curve in measurement period；And/or the abnormal occurrence cause prejudged.
In one embodiment of the invention, the every data stored in log database carries service identification and class
Type identifies.Then business datum acquiring unit 210, suitable for for each business, according to the service identification of the business from daily record data
The data of the business are obtained in storehouse, further according to the type identification of the specified type on promotion message, therefrom obtain the business
Specified type data on promotion message.
In one embodiment of the invention, alarm unit 230, suitable for by short message, instant communication message, and/or
Email pushes warning message to operation personnel.
It should be noted that each embodiment of Fig. 2 shown devices is corresponding identical with each embodiment of method shown in Fig. 1, on
It has been described in detail, has will not be repeated here in text.
In summary, technical scheme provided by the invention obtains the business for each business from log database
On the specified type data of promotion message, for every kind of specified type data of the business, count the specified type data and exist
Specified index in each default unit interval, and then the specified index of the specified type data is obtained in default measurement period
Change, when change of the specified index of the specified type data in default measurement period occurs abnormal, pass through default canal
Road pushes warning message to operation personnel.According to this programme, by the monitoring of the different specified type data to same business,
The operational situation of service part related to promotion message in the business can be monitored from many aspects, and it is different in discovery
Chang Shixiang operation personnel alarms, so that operation personnel tackles abnormal conditions in time, ensures related to promotion message in each business
Service part normal operation.
It should be noted that：
Algorithm and display be not inherently related to any certain computer, virtual bench or miscellaneous equipment provided herein.
Various fexible units can also be used together with teaching based on this.As described above, required by constructing this kind of device
Structure be obvious.In addition, the present invention is not also directed to any certain programmed language.It should be understood that it can utilize various
Programming language realizes the content of invention described herein, and the description done above to language-specific is to disclose this hair
Bright preferred forms.
In the specification that this place provides, numerous specific details are set forth.It is to be appreciated, however, that the implementation of the present invention
Example can be put into practice in the case of these no details.In some instances, known method, structure is not been shown in detail
And technology, so as not to obscure the understanding of this description.
Similarly, it will be appreciated that in order to simplify the disclosure and help to understand one or more of each inventive aspect,
Above in the description to the exemplary embodiment of the present invention, each feature of the invention is grouped together into single implementation sometimes
In example, figure or descriptions thereof.However, the method for the disclosure should be construed to reflect following intention：I.e. required guarantor
The application claims of shield features more more than the feature being expressly recited in each claim.It is more precisely, such as following
Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore,
Thus the claims for following embodiment are expressly incorporated in the embodiment, wherein each claim is in itself
Separate embodiments all as the present invention.
Those skilled in the art, which are appreciated that, to be carried out adaptively to the module in the equipment in embodiment
Change and they are arranged in one or more equipment different from the embodiment.Can be the module or list in embodiment
Member or component be combined into a module or unit or component, and can be divided into addition multiple submodule or subelement or
Sub-component.In addition at least some in such feature and/or process or unit exclude each other, it can use any
Combination is disclosed to all features disclosed in this specification (including adjoint claim, summary and accompanying drawing) and so to appoint
Where all processes or unit of method or equipment are combined.Unless expressly stated otherwise, this specification (including adjoint power
Profit requires, summary and accompanying drawing) disclosed in each feature can be by providing the alternative features of identical, equivalent or similar purpose come generation
Replace.
In addition, it will be appreciated by those of skill in the art that although some embodiments described herein include other embodiments
In included some features rather than further feature, but the combination of the feature of different embodiments means in of the invention
Within the scope of and form different embodiments.For example, in the following claims, embodiment claimed is appointed
One of meaning mode can use in any combination.
The all parts embodiment of the present invention can be realized with hardware, or to be run on one or more processor
Software module realize, or realized with combinations thereof.It will be understood by those of skill in the art that it can use in practice
Microprocessor or digital signal processor (DSP) realize a kind of related business of promotion message according to embodiments of the present invention
The some or all functions of some or all parts in the supervising device of data.The present invention is also implemented as being used to hold
The some or all equipment or program of device of row method as described herein are (for example, computer program and computer
Program product).It is such realize the present invention program can store on a computer-readable medium, or can have one or
The form of the multiple signals of person.Such signal can be downloaded from internet website and obtained, or be provided on carrier signal, or
Person is provided in the form of any other.
It should be noted that the present invention will be described rather than limits the invention for above-described embodiment, and ability
Field technique personnel can design alternative embodiment without departing from the scope of the appended claims.In the claims,
Any reference symbol between bracket should not be configured to limitations on claims.Word "comprising" does not exclude the presence of not
Element or step listed in the claims.Word "a" or "an" before element does not exclude the presence of multiple such
Element.The present invention can be by means of including the hardware of some different elements and being come by means of properly programmed computer real
It is existing.In if the unit claim of equipment for drying is listed, several in these devices can be by same hardware branch
To embody.The use of word first, second, and third does not indicate that any order.These words can be explained and run after fame
Claim.
The invention discloses a kind of monitoring method of the related business datum of A1, promotion message, wherein, this method includes：
The specified type data on promotion message of each business are obtained from log database；
For each business,
Count specified index of the specified type data within each default unit interval；
According to specified index of the specified type data within each default unit interval, the specified type number is judged
According to change of the specified index in current preset measurement period whether exception occurs, be then, by default channel to operation people
Member's push warning message.
A2, the method as described in A1, wherein, the specified type data include：
User sends the data of request, and user browses the data of promotion message, and/or user clicks on the number of promotion message
According to.
A3, the method as described in A2, wherein, specified index of the specified type data within each default unit interval
Including：
The user sends total amount, success rate, and/or average response of the data of request within each default unit interval
Time；
The user browses total amount of the data of promotion message within each default unit interval, success rate, and/or average
Response time；
And/or
The user clicks on total amount of the data of promotion message within each default unit interval, success rate, and/or average
Response time.
A4, the method as described in A2, wherein, specified index of the specified type data within each default unit interval
Including：
The user browses total amount of the data of promotion message within each default unit interval and the user sends and asked
The ratio of total amount of the data asked within the same default unit interval；
And/or
Total amount of the data of user's click promotion message within each default unit interval browses with the user to be pushed away
The ratio of total amount of the data of Guangxin breath within the same default unit interval.
A5, the method as described in A1, wherein, it is described according to the specified type data within each default unit interval
Index is specified, judges whether change of the specified index of the specified type data in current preset measurement period occurs exception
Including：
According to specified index of the specified type data within each default unit interval, the specified type number is generated
According to change curve of the specified index in current preset measurement period；
Change curve of the specified index of the specified type data in current preset measurement period is specified with described
Change curve of the specified index of categorical data in previous default measurement period is contrasted, if the tendency of the two is in the presence of poor
Different and difference value is more than predetermined threshold value, determines change of the specified index of the specified type data in current preset measurement period
Change and exception occurs.
A6, the method as described in A5, wherein, it is determined that the specified index of the specified type data counts in current preset
When change in cycle occurs abnormal, this method further comprises：
According to the characteristic of the specified index of specified type data, abnormal occurrence cause is prejudged.
A7, the method as described in A6, wherein, the warning message includes：
Change curve of the specified index of the specified type data in current preset measurement period；
Change curve of the specified index of the specified type data in current preset measurement period and the specified class
The different information of the tendency of change curve of the specified index of type data in previous default measurement period；
And/or
The abnormal occurrence cause prejudged.
A8, the method as described in A1, wherein, the every data stored in log database carries service identification and class
Type identifies；
Then the specified type data on promotion message that each business is obtained from log database include：For every
Individual business, the data of the business are obtained from log database according to the service identification of the business, further according on promotion message
Specified type type identification, therefrom obtain the specified type data on promotion message of the business.
A9, the method as described in A1, wherein, it is described to be included by default channel to operation personnel's push warning message：
Warning message is pushed to operation personnel by short message, instant communication message, and/or Email.
The invention also discloses a kind of supervising device of the related business datum of B10, promotion message, wherein, the device bag
Include：
Business datum acquiring unit, suitable for obtaining the specified type on promotion message of each business from log database
Data；
Processing unit is monitored, for each business, counts the specified type data within each default unit interval
Specify index；According to specified index of the specified type data within each default unit interval, the specified type is judged
Whether change of the specified index of data in current preset measurement period occurs exception, is then, to notify alarm unit；
The alarm unit, suitable for after notice is received, warning message is pushed to operation personnel by default channel.
B11, the device as described in B10, wherein, the specified type data include：
User sends the data of request, and user browses the data of promotion message, and/or user clicks on the number of promotion message
According to.
B12, the device as described in B11, wherein, specified finger of the specified type data within each default unit interval
Mark includes：
The user sends total amount, success rate, and/or average response of the data of request within each default unit interval
Time；
The user browses total amount of the data of promotion message within each default unit interval, success rate, and/or average
Response time；
And/or
The user clicks on total amount of the data of promotion message within each default unit interval, success rate, and/or average
Response time.
B13, the device as described in B11, wherein, specified finger of the specified type data within each default unit interval
Mark includes：
The user browses total amount of the data of promotion message within each default unit interval and the user sends and asked
The ratio of total amount of the data asked within the same default unit interval；
And/or
Total amount of the data of user's click promotion message within each default unit interval browses with the user to be pushed away
The ratio of total amount of the data of Guangxin breath within the same default unit interval.
B14, the device as described in B10, wherein,
The monitoring processing unit, suitable for the specified finger according to the specified type data within each default unit interval
Mark, generates change curve of the specified index of the specified type data in current preset measurement period；By the specified class
Change curve of the specified index of type data in current preset measurement period and the specified index of the specified type data exist
Change curve in previous default measurement period is contrasted, if the tendency of the two has differences and difference value is more than default threshold
Value, it is abnormal to determine that change of the specified index of the specified type data in current preset measurement period occurs.
B15, the device as described in B14, wherein,
The monitoring processing unit, suitable for it is determined that the specified index of the specified type data counts week in current preset
When change in phase occurs abnormal, further according to the characteristic of the specified index of specified type data, abnormal occurrence cause is prejudged.
B16, the device as described in B15, wherein, the warning message includes：
Change curve of the specified index of the specified type data in current preset measurement period；
Change curve of the specified index of the specified type data in current preset measurement period and the specified class
The different information of the tendency of change curve of the specified index of type data in previous default measurement period；
And/or
The abnormal occurrence cause prejudged.
B17, the device as described in B10, wherein, the every data stored in log database carry service identification and
Type identification；
The then business datum acquiring unit, suitable for for each business, according to the service identification of the business from daily record number
According to the data that the business is obtained in storehouse, further according to the type identification of the specified type on promotion message, the business is therefrom obtained
The specified type data on promotion message.
B18, the device as described in B10, wherein,
The alarm unit, suitable for being pushed by short message, instant communication message, and/or Email to operation personnel
Warning message.
Claims (10)
1. a kind of monitoring method of the related business datum of promotion message, wherein, this method includes：
The specified type data on promotion message of each business are obtained from log database；
For each business,
Count specified index of the specified type data within each default unit interval；
According to specified index of the specified type data within each default unit interval, the specified type data are judged
Specify whether change of the index in current preset measurement period occurs exception, be then, to be pushed away by default channel to operation personnel
Send warning message.
2. the method for claim 1, wherein the specified type data include：
User sends the data of request, and user browses the data of promotion message, and/or user clicks on the data of promotion message.
3. method as claimed in claim 2, wherein, specified finger of the specified type data within each default unit interval
Mark includes：
When the user sends total amount of the data of request within each default unit interval, success rate, and/or average response
Between；
The user browses total amount, success rate, and/or average response of the data of promotion message within each default unit interval
Time；
And/or
The user clicks on total amount, success rate, and/or average response of the data of promotion message within each default unit interval
Time.
4. method as claimed in claim 2, wherein, specified finger of the specified type data within each default unit interval
Mark includes：
The user browses total amount of the data of promotion message within each default unit interval and sends request with the user
The ratio of total amount of the data within the same default unit interval；
And/or
The user clicks on total amount of the data of promotion message within each default unit interval and browses popularization letter with the user
The ratio of total amount of the data of breath within the same default unit interval.
5. the method for claim 1, wherein it is described according to the specified type data within each default unit interval
Specified index, it is different to judge whether change of the specified index of the specified type data in current preset measurement period occurs
Often include：
According to specified index of the specified type data within each default unit interval, the specified type data are generated
Specify change curve of the index in current preset measurement period；
By change curve of the specified index of the specified type data in current preset measurement period and the specified type
Change curve of the specified index of data in previous default measurement period is contrasted, if the tendency of the two have differences and
Difference value is more than predetermined threshold value, determines change hair of the specified index of the specified type data in current preset measurement period
It is raw abnormal.
6. a kind of supervising device of the related business datum of promotion message, wherein, the device includes：
Business datum acquiring unit, suitable for obtaining the specified type number on promotion message of each business from log database
According to；
Processing unit is monitored, for each business, counts the specified type data specifying within each default unit interval
Index；According to specified index of the specified type data within each default unit interval, the specified type data are judged
Change of the specified index in current preset measurement period whether exception occurs, be then, to notify alarm unit；
The alarm unit, suitable for after notice is received, warning message is pushed to operation personnel by default channel.
7. device as claimed in claim 6, wherein, the specified type data include：
User sends the data of request, and user browses the data of promotion message, and/or user clicks on the data of promotion message.
8. device as claimed in claim 7, wherein, specified finger of the specified type data within each default unit interval
Mark includes：
When the user sends total amount of the data of request within each default unit interval, success rate, and/or average response
Between；
The user browses total amount, success rate, and/or average response of the data of promotion message within each default unit interval
Time；
And/or
The user clicks on total amount, success rate, and/or average response of the data of promotion message within each default unit interval
Time.
9. device as claimed in claim 7, wherein, specified finger of the specified type data within each default unit interval
Mark includes：
The user browses total amount of the data of promotion message within each default unit interval and sends request with the user
The ratio of total amount of the data within the same default unit interval；
And/or
The user clicks on total amount of the data of promotion message within each default unit interval and browses popularization letter with the user
The ratio of total amount of the data of breath within the same default unit interval.
10. device as claimed in claim 6, wherein,
The monitoring processing unit, suitable for the specified index according to the specified type data within each default unit interval,
Generate change curve of the specified index of the specified type data in current preset measurement period；By the specified type number
According to change curve of the specified index in current preset measurement period and the specified type data specified index previous
Change curve in default measurement period is contrasted, if the tendency of the two has differences and difference value is more than predetermined threshold value,
It is abnormal to determine that change of the specified index of the specified type data in current preset measurement period occurs.
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| CN114124758A (en) * | 2021-10-28 | 2022-03-01 | 珠海大横琴科技发展有限公司 | Flow monitoring method and device |
| CN115080356A (en) * | 2022-07-21 | 2022-09-20 | 支付宝(杭州)信息技术有限公司 | Abnormity warning method and device |
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Application publication date: 20180116 |