CN109474542A - Message pushing request flow control method, device and medium based on business rules - Google Patents
Message pushing request flow control method, device and medium based on business rules Download PDFInfo
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- CN109474542A CN109474542A CN201811242274.6A CN201811242274A CN109474542A CN 109474542 A CN109474542 A CN 109474542A CN 201811242274 A CN201811242274 A CN 201811242274A CN 109474542 A CN109474542 A CN 109474542A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L47/00—Traffic control in data switching networks
- H04L47/10—Flow control; Congestion control
- H04L47/24—Traffic characterised by specific attributes, e.g. priority or QoS
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L47/00—Traffic control in data switching networks
- H04L47/10—Flow control; Congestion control
- H04L47/29—Flow control; Congestion control using a combination of thresholds
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/55—Push-based network services
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Abstract
The invention relates to big data analysis, and provides a message pushing request flow control method based on a business rule, which comprises the following steps: obtaining a message pre-sent by a pushing end, inputting a classifier to classify the message, wherein each class corresponds to a service dimension and comprises group pushing, single pushing, label pushing and alias pushing; setting a threshold value of each service dimension; detecting the request quantity of pushing each service dimension message at a set time; respectively judging whether the request quantity of message pushing of each service dimension is not greater than the set threshold value of the corresponding service dimension; if the service dimension is not larger than the threshold value, pushing the message of the service dimension; if the quantity of the requests for message pushing exceeds the threshold value, an alarm signal indicating that the quantity of the requests for message pushing exceeds the threshold value is returned to the pushing end. The invention also provides an electronic device and a computer readable storage medium. The invention carries out flow control of different service dimensions and meets the requirement of service personalized flow control.
Description
Technical field
The present invention relates to big data analysis technical fields, more specifically, are related to a kind of message based on business rule and push away
Send request flow control methods, device and medium.
Background technique
With the service that the development of network technology, user use network operator to provide, by consuming certain flow, into
The access of row network, flow control become the most concerned content of user, and most of push request flow control is all to pass through control at present
System request network bandwidth flow or control request the frequency to control, and can only compare the request amount of thick control system rank in this way,
Flow control cannot be carried out for specific area business rule, it is inflexible, it also can not meet service personalization flow control
Demand.
Summary of the invention
In view of the above problems, the object of the present invention is to provide a kind of flow controls for carrying out different business dimension based on industry
Message push request flow control methods, electronic device and the computer readable storage medium of business rule.
To achieve the goals above, the present invention provides a kind of electronic device, and the electronic device includes memory and processing
Device includes the message push request flow control procedure based on business rule in the memory, described based on business rule
Message push request flow control procedure realizes following steps when being executed by the processor:
The message that push end is sent in advance is obtained, input classifier classifies to message, a kind of every a kind of corresponding business dimension
Degree, the classification include that group pushes away, singly pushes away, label pushes away, alias pushes away, wherein the group, which pushes away, refers to that push end is sent message in advance to be sent out
It gives and related with the push end all is pushed end；It is described singly push away refer to will push the message that sends in advance of end be sent to it is specified
One be pushed end；The label push refers to that will push the message that end is sent in advance is sent to the recommended of designated user's label
End；The alias, which pushes away, to be referred to the alias account for pushing the message that is sent in advance of end and being pushed to specified transmission being pushed end；
Set the threshold value of every kind of business dimension；
Detect the request amount of each business dimension message push of setting time；
Judge whether the request amount of the message push of every kind of business dimension is not more than the corresponding business dimension of setting respectively
Threshold value；
If the request amount that the message of business dimension pushes is not more than corresponding threshold value, disappearing for the business dimension is pushed
Breath；
If the request amount that the message of business dimension pushes is greater than corresponding threshold value, the request amount by message push is more than threshold
The alarm signal of value returns to push end.
In addition, to achieve the goals above, the present invention also provides a kind of, and flow is requested in the message push based on business rule
Control method, comprising:
The message that push end is sent in advance is obtained, input classifier classifies to message, a kind of every a kind of corresponding business dimension
Degree, the classification include that group pushes away, singly pushes away, label pushes away, alias pushes away, wherein the group, which pushes away, refers to that push end is sent message in advance to be sent out
It gives and related with the push end all is pushed end；It is described singly push away refer to will push the message that sends in advance of end be sent to it is specified
One be pushed end；The label push refers to that will push the message that end is sent in advance is sent to the recommended of designated user's label
End；The alias, which pushes away, to be referred to the alias account for pushing the message that is sent in advance of end and being pushed to specified transmission being pushed end；
Set the threshold value of every kind of business dimension；
Detect the request amount of each business dimension message push of setting time；
Judge whether the request amount of the message push of every kind of business dimension is not more than the corresponding business dimension of setting respectively
Threshold value；
If the request amount that the message of business dimension pushes is not more than corresponding threshold value, disappearing for the business dimension is pushed
Breath；
If the request amount that the message of business dimension pushes is greater than corresponding threshold value, the request amount by message push is more than threshold
The alarm signal of value returns to push end.
Preferably, further includes: after the request amount of message push for obtaining setting time, execute the timing for removing request amount
Task resets the request amount of the message push of each business dimension.
Preferably, further includes: assign different weights to different business dimension, pushed when the message of all business dimensions
When the sum of request amount is more than that the request amount of the message push of given threshold or the biggish business dimension of weight is more than given threshold,
Increase the threshold value of the biggish business dimension of the weight, reduces the threshold value of the lesser business dimension of weight.
In addition, to achieve the goals above, the present invention also provides a kind of computer readable storage medium, the computer can
It reads to include the message push request flow control procedure based on business rule, the message based on business rule in storage medium
When push request flow control procedure is executed by processor, the above-mentioned message push request flow control based on business rule is realized
The step of method processed.
Message push request flow control methods, device and medium of the present invention based on business rule is pushed away by control
The business dimension of the side's of sending type of message (group pushes away, singly pushes away, label pushes away, alias pushes away) carries out the flow control of message push, can not
The business rule of same domain carries out the flow control of different business dimension, meets the needs of service personalization flow control.
Detailed description of the invention
By reference to the explanation below in conjunction with attached drawing, and with a more complete understanding of the present invention, of the invention is other
Purpose and result will be more clearly understood and understood.In the accompanying drawings:
Fig. 1 is that the present invention is based on the application environments that the message of business rule pushes request flow control methods preferred embodiment
Schematic diagram；
Fig. 2 is the module signal of the message push request flow control procedure preferred embodiment in Fig. 1 based on business rule
Figure；
Fig. 3 is that the present invention is based on the flow charts that the message of business rule pushes request flow control methods preferred embodiment.
Identical label indicates similar or corresponding feature or function in all the appended drawings.
Specific embodiment
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
Hereinafter, specific embodiments of the present invention will be described in detail with reference to the accompanying drawings.
The present invention provides a kind of message push request flow control methods based on business rule, is applied to a kind of electronics and fills
Set 1.Shown in referring to Fig.1, for the present invention is based on the message of business rule to push answering for request flow control methods preferred embodiment
Use environment schematic.
In the present embodiment, electronic device 1 can be server, mobile phone, tablet computer, portable computer, desktop meter
Calculation machine etc. has the terminal device of calculation function.
The electronic device 1 includes memory 11, processor 12, network interface 13 and communication bus 14.
Memory 11 includes the readable storage medium storing program for executing of at least one type.The readable storage medium storing program for executing of at least one type
It can be the non-volatile memory medium of such as flash memory, hard disk, multimedia card, card-type memory 11.In some embodiments, described
Readable storage medium storing program for executing can be the internal storage unit of the electronic device 1, such as the hard disk of the electronic device 1.At other
In embodiment, the readable storage medium storing program for executing is also possible to the external memory 11 of the electronic device 1, such as the electronic device
The plug-in type hard disk being equipped on 1, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital,
SD) block, flash card (Flash Card) etc..
In the present embodiment, the readable storage medium storing program for executing of the memory 11 is installed on the electronic device commonly used in storage
1 message push request flow control procedure 10, database and the preparatory trained classifier based on business rule predicts mould
Type, Clustering Model etc..The memory 11 can be also used for temporarily storing the data that has exported or will export.
Processor 12 can be in some embodiments a central processing unit (Central Processing Unit,
CPU), microprocessor or other data processing chips, program code or processing data for being stored in run memory 11, example
Such as execute the message push request flow control procedure 10 based on business rule.
Network interface 13 may include radio network interface or wired network interface, which is commonly used in described
Communication connection is established between electronic device 1 and other electronic devices.For example, the network interface 13 will be described for passing through network
Electronic device 1 is connected with exterior terminal, establishes data transmission channel and communication between the electronic device 1 and exterior terminal
Connection etc..The network can be intranet (Intranet), internet (Intemet), global system for mobile communications
(Global System of Mobile communication, GSM), wideband code division multiple access (Wideband
CodeDivision Multiple Access, WCDMA), 4G network, 5G network, bluetooth (Bluetooth), Wi-Fi etc. is wireless
Or cable network.
Communication bus 14 is for realizing the connection communication between these components.
Fig. 1 illustrates only the electronic device 1 with component 11-14, it should be understood that being not required for implementing all show
Component out, the implementation that can be substituted is more or less component.
Optionally, which can also include user interface, and user interface may include input unit such as keyboard
(Keyboard), speech input device such as microphone (microphone) etc. has the equipment of speech identifying function, voice defeated
Device such as sound equipment, earphone etc. out, optionally user interface can also include standard wireline interface and wireless interface.
Optionally, which can also include display, and display is referred to as display screen or display unit.
It can be light-emitting diode display, liquid crystal display, touch-control liquid crystal display and organic light emission in some embodiments
Diode (Organic Light-Emitting Diode, OLED) touches device etc..Display is for showing in the electronic apparatus 1
The information of processing and for showing visual user interface.
Optionally, which further includes touch sensor.It is touched provided by the touch sensor for user
The region for touching operation is known as touch area.In addition, touch sensor described here can be resistive touch sensor, capacitor
Formula touch sensor etc..Moreover, the touch sensor not only includes the touch sensor of contact, proximity may also comprise
Touch sensor etc..In addition, the touch sensor can be single sensor, or such as multiple biographies of array arrangement
Sensor.
Optionally, which can also include logic gates, and sensor, voicefrequency circuit etc. are no longer superfluous herein
It states.
In Installation practice shown in Fig. 1, as may include in a kind of memory 11 of computer storage medium behaviour
Make system and message push request flow control procedure 10；Processor 12 executes the message push stored in memory 11 and asks
Following steps are realized when seeking flow control procedure 10:
The message that push end is sent in advance is obtained, input classifier classifies to message, a kind of every a kind of corresponding business dimension
Degree, the classification include that group pushes away, singly pushes away, label pushes away, alias pushes away, wherein the group, which pushes away, refers to that push end is sent message in advance to be sent out
It gives and related with the push end all is pushed end；It is described singly push away refer to will push the message that sends in advance of end be sent to it is specified
One be pushed end；The label push refers to that will push the message that end is sent in advance is sent to the recommended of designated user's label
End, the user tag can be set, and can also be obtained, be can also be through web crawlers technology etc. from network from push end
It obtains；The alias, which pushes away, to be referred to the alias account for pushing the message that is sent in advance of end and being pushed to specified transmission being pushed end,
The alias account can be the user identifier for being pushed end of push end setting；
Set the threshold value of every kind of business dimension；
Detect the request amount of each business dimension message push of setting time；
Judge whether the request amount of the message push of every kind of business dimension is not more than the corresponding business dimension of setting respectively
Threshold value；
If the request amount that the message of business dimension pushes is not more than corresponding threshold value, disappearing for the business dimension is pushed
Breath；
If the request amount that the message of business dimension pushes is greater than corresponding threshold value, the request amount by message push is more than threshold
The alarm signal of value returns to push end.
Preferably, the processor executes after the request amount for the message push for obtaining setting time and removes request amount
Timed task, the request amount of the message of each business dimension push is reset.
Preferably, the processor assigns different weights to different business dimension, when the message of all business dimensions pushes away
The sum of request amount sent is more than that the request amount of the message push of given threshold or the biggish business dimension of weight is more than setting threshold
When value, increase the threshold value of the biggish business dimension of the weight, reduces the threshold value of the lesser business dimension of weight.
In other embodiments, message push request flow control procedure 10 can also be divided into one or more
A module, one or more module are stored in memory 11, and are executed by processor 12, to complete the present invention.This hair
Bright so-called module is the series of computation machine program instruction section for referring to complete specific function.It is in Fig. 1 referring to shown in Fig. 2
The functional block diagram of message push request 10 preferred embodiment of flow control procedure.The message push request flow control procedure
10 can be divided into:
Transceiver module 110 obtains the message that push end is sent in advance；
Classifier 120, classifies to message, and a kind of every a kind of corresponding business dimension, the classification includes that group pushes away, is single
Push away, label pushes away, alias pushes away, wherein the group push away refer to will push end send in advance message be sent to it is related with the push end
It is all to be pushed end；Described singly push away refers to push the message that sends in advance of end and be sent to specified one and is pushed end；The mark
Label push refers to that the message for sending at push end in advance is sent to the recommended end of designated user's label；The alias, which pushes away, to be referred to and will push away
What the message that sending end is sent in advance was pushed to the alias account of specified transmission is pushed end；
Setting module 130 sets the threshold value of every kind of business dimension；
Detection module 140 detects the request amount of each business dimension message push of setting time；
Judgment module 150, judges whether the request amount of the message push of every kind of business dimension is not more than pair of setting respectively
The threshold value for the business dimension answered, if the request amount that the message of business dimension pushes is sent a signal to no more than corresponding threshold value
Pushing module；If the request amount that the message of business dimension pushes is greater than corresponding threshold value, the request amount for sending message push is super
The alarm signal of threshold value is crossed to transceiver module 110, so that the alarm signal is returned to push end.
In one embodiment of the invention, further includes:
Sequence construct module is changed over time by the message request amount that detection module 140 constructs each business dimension
Request amount time series；
Prediction module predicts the message request amount of the business dimension of future time by prediction model；
Threshold adjustment module adjusts the threshold value of each business dimension according to the message request amount of each business dimension of prediction.
In one embodiment of the invention, tag along sort, institute is arranged in the message that classifier 120 also pushes push end in advance
State message push request flow control procedure 10 further include: cluster module, group pushes away, label pushes away or/and what alias pushed away disappears to carrying out
Breath clusters the attention rate of tag along sort to end is pushed according to end is pushed, after sending the message to cluster
It is pushed end.
In addition, the present invention also provides a kind of, flow control methods are requested in the message push based on business rule.Referring to Fig. 3 institute
Show, for the flow chart of message of the present invention push request flow control methods preferred embodiment.This method can be held by a device
Row, which can be by software and or hardware realization.
In the present embodiment, message push request flow control methods include:
Step S1 obtains the message that push end is sent in advance, and input classifier classifies to message, every a kind of corresponding a kind of
Business dimension；
Step S2 sets the threshold value of every kind of business dimension；
Step S3, the request amount of each business dimension message push of detection setting time (such as 5s)；
Step S4, judges whether the request amount of the message push of every kind of business dimension is not more than the corresponding industry of setting respectively
The threshold value for dimension of being engaged in；
If the request amount that the message of business dimension pushes pushes the business in step S5a no more than corresponding threshold value
The message of dimension.
If the request amount that the message of business dimension pushes is greater than corresponding threshold value, in step S5b, by message push
Request amount is more than that the alarm signal of threshold value returns to push end.
Preferably, further include assigning different weights to different business dimension, pushed when the message of all business dimensions
When the sum of request amount is more than that the request amount of the message push of given threshold or the biggish business dimension of weight is more than given threshold,
The threshold value of the biggish business dimension of weight is upgraded, business dimension degradation is carried out to the lesser business dimension of weight, also
It is to say, increases the threshold value of the biggish business dimension of the weight, reduce the threshold value of the lesser business dimension of the weight, wherein institute
State weight can according to the importance of business carry out assignment, the importance of business is higher, and weight is bigger, weight it is larger and it is smaller can
With by set benchmark weight distinguish, be greater than benchmark weight it is larger, be less than benchmark weight it is smaller, can also lead to
The difference crossed between weight distinguishes, and difference is more than setting range, and corresponding two weights of the difference are respectively compared with authority
Weight and smaller weight, but the present invention is not limited thereto.
Further include following step between step S3 and S4:
After the request amount of message push for obtaining setting time, the timed task for removing request amount is executed, to each business
The request amount of the message push of dimension is reset, wherein
In the request amount of message push for obtaining setting time, the time reset apart from last time is calculated, if it exceeds on
The time of secondary resetting removes the time of the last time resetting, for example, resetting TSId+broadcast+ apart from last time for example, calculating
The time of countKey, Time=Now ()-TSId+broadcast+clearTime, TSID refer to the mark of some push section
Knowing, such as TSID of the bank as push section are as follows: 5b7245c93290d61a926b09a5, Broadcast are the marks that group pushes away,
It is to identify group's pushing news；CountKey is the name taken, represents and counts, Time=Now ()-TSId+
Broadcast+clearTime refers to current time minus last clearance time, on TSId+broadcast+clearTime refers to
Secondary clearance time for another example records the time of the time counting of last time and the time of cleaning, for example, last time be 1 point 05 second 05 minute, under
Secondary to 1 point 05 minute 10s when, just count former to being disposed.
In one embodiment of the invention, further includes:
Construct the request amount time series that the message request amount of each business dimension changes over time；
The message request amount of the business dimension of future time is predicted by prediction model, such as: building neural network
Prediction model, the prediction model is trained, after the request amount time series of each business dimension is substituted into training
Prediction model, obtain the message request amount of the business dimension of future time instance；
The threshold value of each business dimension is adjusted according to the message request amount of each business dimension of prediction.
Preferably, the method packet of the message request amount of the business dimension that future time is predicted by prediction model
It includes:
Using the request amount time series of business dimension as First ray；
The First ray is divided by multiple second sequences, the sequence of second sequence using at least one sequence length
Column are shorter in length than the sequence length of the First ray；
According to the dendrogram of the second sequence construct First ray, comprising: with each request amount occurred in First ray
As a root node, various request amount combinations are used as each branch in each second sequence, and each root node is connected with the root node
Each branch constitute each subtree, the frequency that the request amount of root nodes stand occurs in First ray is the root node
Nodal value, the sum of frequency that the request amount combination represented from root node to child node occurs in each second sequence are the sub- section
The nodal value of point；
The request amount for predicting the lower order of each second sequence is the probability of any request amount in First ray, described general
Rate (1) can calculate according to the following formula,
Wherein, i indicates the number of plies index of the dendrogram of first behavior sequence, y1Indicate one of the subtree of dendrogram
Root node, y2,...,yiIndicate the root node y of the subtree1A branch the 2nd layer to i-th layer of child node,
y1y2...yiIndicate that the corresponding sequence length of the branch is the second viewing behavior sequence of i, x indicates the request amount to be predicted, p
(x|y1y2...yi) indicate the inside probability that the request amount that second sequence order is i+1 is x, N (yi+1=x) indicate described in
Branch the i-th node layer yiI+1 layer child node be x nodal value, N (yi) indicate i-th layer of node y of the branchi's
Nodal value；
Using the maximum value of the probability as the request amount of next order.
In one embodiment of the invention, further includes:
To message be arranged tag along sort, the tag along sort include message type (product push, notice, buying etc.),
Push end identifier, keyword of message etc.；
When carrying out that group pushes away, label pushes away or/and alias pushes away to message, according to being pushed end to the attention rate pair of tag along sort
End is pushed to be clustered, the attention rate can be client to the browsing time of message, it can also be after obtaining message, according to
The behavioral data of message, for example, according to product PUSH message to the purchase number of product；
End is pushed after sending the message to cluster.
Above-mentioned basis is pushed end and includes: to the method that end is clustered is pushed to the attention rate of tag along sort
The concern matrix that end is pushed to the attention rate building of tag along sort is held according to being pushed
B=[b1...bj]
Wherein, XB indicates information tag along sort set, and m indicates information bar number, x1…xmFor the title of information, indicate the 1st to
M information, [fbm,1,…fbm,k] indicate information xm1 to k tag along sort, the number of k presentation class label；
For the set of all nonzero sum non-overlap tag along sorts in information tag along sort set XB, j indicates information x1To xmTag along sort
Nonzero sum non-overlap number, 0 < j≤mk, G be concern matrix, gnjRefer to and is pushed end ymTo tag along sort bjAttention rate,
When having identical tag along sort in different information, it is pushed end and the attention rate of the information is averaged as to the classification
The attention rate of label, the attention rate of nonoverlapping tag along sort are exactly attention rate of the user to information；
It regards each row element paid close attention in matrix as a vector, randomly selects the vector of setting number, randomly select
Cluster centre of one vector as the initial cluster of setting number；
Analysis concern matrix in addition to cluster centre other vectors and the cluster centre Euclidean distance, by other to
Amount is directed toward the smallest initial cluster of Euclidean distance, forms new cluster；
Other vectors are directed toward after the most like new cluster of cluster synthesis, each column of the concern matrix of new cluster are separately summed and are asked
It is average, obtain the cluster centre of new cluster；
Judge whether the cluster centre of new cluster is equal to the cluster centre of initial cluster.
If being equal to, it is pushed end cluster grouping and completes；
If being not equal to, using the center of the new cluster as the cluster centre of initial cluster, return between analysis vector it is European away from
From the step of, until the center of new cluster is no longer changed, that is, be pushed end cluster grouping and complete.
Preferably, further includes: the support and confidence level of each tag along sort and combinations thereof in above-mentioned concern matrix are analyzed, it is defeated
Meet the correlation rule of tag along sort of minimum support or/and min confidence requirement and combinations thereof out, specifically:
Scanning has information tag along sort set, obtains the according to the support of each nonzero sum non-overlap tag along sort
One tag along sort set, for example, tag along sort bjSupport support (bj) are as follows:
Wherein, | bj| presentation class label bjIn the frequency of occurrence of information tag along sort set XB, d is information tag along sort
The sum of non-zero message in set XB, 0 < d≤(n*m)；
If support (bj) meet support (bj) > minsup, by bjThe first contingency table is brought into as an element
Set FT is signed, the first tag along sort set FT, FT=[ft is obtained1 ... fta],Wherein, minsup is most
Small support threshold meets 0 < minsup < 1, is a setting value；A is of the tag along sort greater than minimum support threshold value
Number, 0≤a≤j, ft1 ... ftaTag along sort title in first tag along sort set FT of presentation class label.
After obtaining the first tag along sort set, the nonvoid proper subset of the first tag along sort set is constructed respectively；
Calculate the confidence level of each nonvoid proper subset, for example, in the first tag along sort set FT proper subclass t confidence level
For,
Wherein, | FT | indicate frequency of occurrence of the first tag along sort set FT in tag along sort set XB, | t | it is the
Frequency of occurrence of the nonvoid proper subset t of one tag along sort set FT in tag along sort set XB.
After obtaining the confidence level of all nonvoid proper subsets, judge whether the confidence level of nonvoid proper subset is greater than minimum confidence
Spend threshold value.
If the confidence level of nonvoid proper subset is greater than minimal confidence threshold, correlation rule is generated:Illustrate generate correlation rule nonvoid proper subset in tag along sort or tag along sort combination with
Tag along sort or tag along sort combination in the supplementary set of the proper subclass have stronger incidence relation, for example, very sub in upper example
The t confidence level conf (t) of collection > minconf,That is, tag along sort in proper subclass t and its
Contingency table in supplementary set (FT-t) is signed with stronger incidence relation, wherein minconf is minimal confidence threshold, is one and sets
Definite value, for another example, FT are the first tag along sort set of { " discounting ", " daily necessities ", " a line brand " } three tag along sorts composition,
If generating correlation ruleIllustrate tag along sort [discounting] and [daily necessities] combination
There is stronger incidence relation with class object label [a line brand], that is, the cluster for being pushed end plays the daily necessities of a line brand
It is interested to roll over information.
In addition, the embodiment of the present invention also proposes a kind of computer readable storage medium, the computer readable storage medium
In include based on business rule message push request flow control procedure, it is described based on business rule message push request stream
Amount control program realizes following steps when being executed by the processor:
The message that push end is sent in advance is obtained, input classifier classifies to message, a kind of every a kind of corresponding business dimension
Degree, the classification include that group pushes away, singly pushes away, label pushes away, alias pushes away, wherein the group, which pushes away, refers to that push end is sent message in advance to be sent out
It gives and related with the push end all is pushed end；It is described singly push away refer to will push the message that sends in advance of end be sent to it is specified
One be pushed end；The label push refers to that will push the message that end is sent in advance is sent to the recommended of designated user's label
End；The alias, which pushes away, to be referred to the alias account for pushing the message that is sent in advance of end and being pushed to specified transmission being pushed end；
Set the threshold value of every kind of business dimension；
Detect the request amount of each business dimension message push of setting time；
Judge whether the request amount of the message push of every kind of business dimension is not more than the corresponding business dimension of setting respectively
Threshold value；
If the request amount that the message of business dimension pushes is not more than corresponding threshold value, disappearing for the business dimension is pushed
Breath；
If the request amount that the message of business dimension pushes is greater than corresponding threshold value, the request amount by message push is more than threshold
The alarm signal of value returns to push end.
The specific embodiment of the computer readable storage medium of the present invention and the above-mentioned message based on business rule push
Request flow control methods, the specific embodiment of electronic device roughly the same, details are not described herein.
Message push request flow control methods, electronic device and readable storage medium of the present invention based on business rule
Matter realizes traffic management and control by each service attribute angle to push end, meets the traffic management and control requirement of business fining, simultaneously
Traffic management and control and business association are got up, by business dimension degraded service, ensure that kernel service operates normally.
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that the process, device, article or the method that include a series of elements not only include those elements, and
And further include other elements that are not explicitly listed, or further include for this process, device, article or method institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including being somebody's turn to do
There is also other identical elements in the process, device of element, article or method.
The serial number of the above embodiments of the invention is only for description, does not represent the advantages or disadvantages of the embodiments.Pass through above embodiment party
The description of formula, it is required general that those skilled in the art can be understood that above-described embodiment method can add by software
The mode of hardware platform is realized, naturally it is also possible to which by hardware, but in many cases, the former is more preferably embodiment.It is based on
Such understanding, substantially the part that contributes to existing technology can be with software product in other words for technical solution of the present invention
Form embody, which is stored in a storage medium (such as ROM/RAM, magnetic disk, light as described above
Disk) in, including some instructions use is so that a terminal device (can be mobile phone, computer, server or the network equipment
Deng) execute method described in each embodiment of the present invention.
The above is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all to utilize this hair
Equivalent structure or equivalent flow shift made by bright specification and accompanying drawing content is applied directly or indirectly in other relevant skills
Art field, is included within the scope of the present invention.
Claims (10)
1. a kind of message push request flow control methods based on business rule, are applied to electronic device, which is characterized in that institute
The method of stating includes:
The message that push end is sent in advance is obtained, input classifier classifies to message, a kind of every a kind of corresponding business dimension, institute
State classification include group pushes away, singly pushes away, label pushes away, alias pushes away, wherein the group push away refer to will push end send in advance message be sent to
The push end is related all to be pushed end；Described singly push away refers to that will push the message that end is sent in advance is sent to specified one
It is pushed end；The label push refers to that the message for sending at push end in advance is sent to the recommended end of designated user's label；Institute
It states alias and pushes away and refer to the alias account for pushing the message that is sent in advance of end and being pushed to specified transmission is pushed end；
Set the threshold value of every kind of business dimension；
Detect the request amount of each business dimension message push of setting time；
Judge whether the request amount of the message push of every kind of business dimension is not more than the threshold of the corresponding business dimension of setting respectively
Value；
If the request amount that the message of business dimension pushes is not more than corresponding threshold value, the message of the business dimension is pushed；
If the request amount that the message of business dimension pushes is greater than corresponding threshold value, the request amount by message push is more than threshold value
Alarm signal returns to push end.
2. message push request flow control methods according to claim 1, which is characterized in that further include:
After the request amount of message push for obtaining setting time, the timed task for removing request amount is executed, to each business dimension
Message push request amount reset.
3. message push request flow control methods according to claim 2, which is characterized in that further include: it is being set
When the request amount for the message push fixed time, the time reset apart from last time is calculated, if it exceeds the time of last time resetting, removes
The time of the last time resetting.
4. message push request flow control methods according to claim 1, which is characterized in that further include: to not of the same trade or business
Business dimension assigns different weights, when the sum of the request amount that the message of all business dimensions pushes is more than given threshold or weight
When the request amount of the message push of biggish business dimension is more than given threshold, increase the threshold of the biggish business dimension of the weight
Value reduces the threshold value of the lesser business dimension of weight.
5. message push request flow control methods according to claim 1, which is characterized in that further include:
Construct the request amount time series that the message request amount of each business dimension changes over time；
The message request amount of the business dimension of future time is predicted by prediction model；
The threshold value of each business dimension is adjusted according to the message request amount of each business dimension of prediction.
6. message push request flow control methods according to claim 1, which is characterized in that further include:
Tag along sort is arranged to message；
When carrying out that group pushes away, label pushes away or/and alias pushes away to message, according to being pushed end to the attention rate of tag along sort to being pushed away
Sending end is clustered；End is pushed after sending the message to cluster.
7. a kind of electronic device, which is characterized in that the electronic device includes memory and processor, includes in the memory
Message push request flow control procedure based on business rule, the message push request flow control based on business rule
Program realizes following steps when being executed by the processor:
The message that push end is sent in advance is obtained, input classifier classifies to message, a kind of every a kind of corresponding business dimension, institute
State classification include group pushes away, singly pushes away, label pushes away, alias pushes away, wherein the group push away refer to will push end send in advance message be sent to
The push end is related all to be pushed end；Described singly push away refers to that will push the message that end is sent in advance is sent to specified one
It is pushed end；The label push refers to that the message for sending at push end in advance is sent to the recommended end of designated user's label；Institute
It states alias and pushes away and refer to the alias account for pushing the message that is sent in advance of end and being pushed to specified transmission is pushed end；
Set the threshold value of every kind of business dimension；
Detect the request amount of each business dimension message push of setting time；
Judge whether the request amount of the message push of every kind of business dimension is not more than the threshold of the corresponding business dimension of setting respectively
Value；
If the request amount that the message of business dimension pushes is not more than corresponding threshold value, the message of the business dimension is pushed；
If the request amount that the message of business dimension pushes is greater than corresponding threshold value, the request amount by message push is more than threshold value
Alarm signal returns to push end.
8. electronic device according to claim 7, which is characterized in that the processor is in the message for obtaining setting time
After the request amount of push, the timed task for removing request amount is executed, weight is carried out to the request amount of the message push of each business dimension
It sets.
9. electronic device according to claim 7, which is characterized in that the processor assigns different business dimension different
Weight, when the sum of request amount that the message of all business dimensions pushes is more than given threshold or the biggish business dimension of weight
The request amount of message push when being more than given threshold, increase the threshold value of the biggish business dimension of the weight, reduce weight compared with
The threshold value of small business dimension.
10. a kind of computer readable storage medium, which is characterized in that include the business that is based in the computer readable storage medium
The message push request flow control procedure of rule, the message push request flow control procedure based on business rule are located
When managing device execution, the message push request flow control as described in any one of claims 1 to 6 based on business rule is realized
The step of method.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201811242274.6A CN109474542B (en) | 2018-10-24 | 2018-10-24 | Message push request flow control method, device and medium based on business rules |
| PCT/CN2019/089152 WO2020082733A1 (en) | 2018-10-24 | 2019-05-30 | Method for message push request flow control based on service rules, device and medium |
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| CN201811242274.6A CN109474542B (en) | 2018-10-24 | 2018-10-24 | Message push request flow control method, device and medium based on business rules |
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| WO2020082733A1 (en) * | 2018-10-24 | 2020-04-30 | 平安科技（深圳）有限公司 | Method for message push request flow control based on service rules, device and medium |
| CN111131063A (en) * | 2019-12-31 | 2020-05-08 | 腾讯科技（深圳）有限公司 | Flow control method, related device, equipment and storage medium |
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| CN109474542B (en) | 2022-05-13 |
| WO2020082733A1 (en) | 2020-04-30 |
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