CN110177348A - Flow authentication control method and device - Google Patents
Flow authentication control method and device Download PDFInfo
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- CN110177348A CN110177348A CN201910325286.3A CN201910325286A CN110177348A CN 110177348 A CN110177348 A CN 110177348A CN 201910325286 A CN201910325286 A CN 201910325286A CN 110177348 A CN110177348 A CN 110177348A
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- warrant quantity
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/02—Details
- H04L12/14—Charging, metering or billing arrangements for data wireline or wireless communications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W28/00—Network traffic management; Network resource management
- H04W28/02—Traffic management, e.g. flow control or congestion control
- H04W28/10—Flow control between communication endpoints
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/24—Accounting or billing
Abstract
The invention discloses a kind of flow authentication control method and devices.Wherein, method includes: to receive online request message；According to online request message, user's static nature and user's dynamic online feature are obtained；According to user's static nature and user's dynamic online feature calculation online warrant quantity；Response online request message generates response message according to online warrant quantity, and returns to response message, to be authorized according to online warrant quantity to user.Based on scheme provided by the invention, it has abandoned and all users has been authorized according to same warrant quantity, but differential authorization is carried out for different users, online warrant quantity is obtained according to user's static nature of user and user's dynamic online feature calculation, therefore, can data service preferably be provided for user, enhance user's online experience, in addition, greatly reduce the interacting message amount of BOSS system and the network equipment, user bill item number is reduced, the system consumption of BOSS system is greatly reduced.
Description
Technical field
The present invention relates to fields of communication technology, and in particular to a kind of flow authentication control method and device.
Background technique
With mobile Internet fast development, there is the growth of explosion type in 4G number of users, and especially quantity-unlimiting user is fast
Explosive rapid growth is presented in speed development, flow, and user proposes increasingly higher demands for operator's traffic service quality,
Also more and more sensitive to charge on traffic, mobile data charging mode is online charging at present, accurate to improve customer flow charging
Property and remind promptness rate, improve the satisfaction that uses flow of user.It is at present online there are about 95% or more user data service
Charging mode.
The popularization and use of online charging greatly improve billing accuracy and remind promptness rate, but with quantity-unlimiting industry
The fast development of business and user data traffic APRU ((Average Revenue Per-User, every user's average income) value
Rapid growth is obtained, online charging size of message also presents explosive growth, either to BOSS system (Business&
OperationSupportSystem system, business operation support system) or network bandwidth capabilities are all caused greatly
Pressure.
Current flux online charging is all made of unified process flow to the service code of all types:
DCC message dispatching generates standard charging event；Conversion pretreatment is called, effect and the routing of V3R1 map pretreatment
(2001) it is equivalent that+source turns mark pretreatment (9510)；Calling standard pre-processes as the standard Effect of Pretreatment of V3R1, executes
Office data mapping, number is regular to wait operation；CBE (Convergent Billing Engine, ConvergenceBillingEngine), which initiates ARQ, to be asked
(automatic repeat request, Automatic Repeat-reQuest) is asked, BDS number information and service start times are transmitted to, is requested
Charging related data；BDS (metering data service, BillingDataService) handles ARQ request, executes material matches, looks into
It askes product information, inquire the amount of giving, inquiry cumulant, inquiry account book, matching account phase, the interior mark of setting calling and called group, then will
The data information inquired returns to CBE；The BDS data information returned is buffered in SessionStore by CBE, for subsequent CBE
Side is accessed by data query；CBE executes wholesale price, makes up accounts and (only generate bill)；If remaining sum≤0, and user does not pay
Plan, then CBE is not needed interactive with BDS, and directly return warrant quantity is 0；CBE initiates AOQ request, is transmitted to BDS bill detail, into
Row charge future；BDS handles AOQ request, and execution is given out money according to a certain proportion in real time, real-time account is preferential；Then it is called according to final bill reserved
Interface；If reserved successfully, reserved result is returned to CBE；If reserved failure, returns to newest remaining sum account book to CBE；
CBE comes back for judging according to BDS, if reserved failure, carries out inverse according to the newest remaining sum account book of return, then basis
Bill expense after inverse arrives BDS again and is reserved, if still reserved failure, carries out error handle, execution put it is logical or
Person refuses service；CBE comes back for judging according to BDS, if reserved successfully, packet pretreatment is executed back, after issuing calculating
Warrant quantity.
There are the following problems for above-mentioned online charging process: the corresponding warrant quantity of data on flows distributed every time to user is all
15M, warrant quantity is single not flexible, and high frequent interacting message increases system load, increases system performance consumption.
Summary of the invention
In view of the above problems, it proposes on the present invention overcomes the above problem or at least be partially solved in order to provide one kind
State the flow authentication control method and device of problem.
According to an aspect of the invention, there is provided a kind of flow authentication control method, comprising:
Receive online request message；
According to online request message, user's static nature and user's dynamic online feature are obtained；
According to user's static nature and user's dynamic online feature calculation online warrant quantity；
Response online request message generates response message according to online warrant quantity, and returns to response message, according to online
Warrant quantity authorizes user.
According to another aspect of the present invention, a kind of flow authorization control device is provided, comprising:
Receiving module is suitable for receiving online request message；
Module is obtained, is suitable for obtaining user's static nature and user's dynamic online feature according to online request message；
Computing module is suitable for warrant quantity of surfing the Internet according to user's static nature and user's dynamic online feature calculation；
Respond module is adapted to respond to online request message, generates response message according to online warrant quantity, and return to response and disappear
Breath, to be authorized according to online warrant quantity to user.
According to another aspect of the invention, provide a kind of electronic equipment, comprising: processor, memory, communication interface and
Communication bus, processor, memory and communication interface complete mutual communication by communication bus；
Memory makes processor execute above-mentioned flow authorization control for storing an at least executable instruction, executable instruction
The corresponding operation of method.
In accordance with a further aspect of the present invention, a kind of computer storage medium is provided, at least one is stored in storage medium
Executable instruction, executable instruction make processor execute such as the corresponding operation of above-mentioned flow authentication control method.
The scheme provided according to the present invention receives online request message；According to online request message, it is static special to obtain user
Sign and user's dynamic online feature；According to user's static nature and user's dynamic online feature calculation online warrant quantity；In response
Net request message generates response message according to online warrant quantity, and returns to response message, with according to online warrant quantity to user into
Row authorization.Based on scheme provided by the invention, abandons and all users have been authorized according to same warrant quantity, but for not
Same user carries out differential authorization, and online warrant quantity is according to user's static nature of user and user's dynamic online feature meter
It obtains, therefore, preferably can provide data service for user, enhance user's online experience, in addition, greatly reducing
The interacting message amount of BOSS system and the network equipment, reduces user bill item number, and greatly reduce online charging system is
System consumption.
The above description is only an overview of the technical scheme of the present invention, in order to better understand the technical means of the present invention,
And it can be implemented in accordance with the contents of the specification, and in order to allow above and other objects of the present invention, feature and advantage can
It is clearer and more comprehensible, the followings are specific embodiments of the present invention.
Detailed description of the invention
By reading the following detailed description of the preferred embodiment, various other advantages and benefits are common for this field
Technical staff will become clear.The drawings are only for the purpose of illustrating a preferred embodiment, and is not considered as to the present invention
Limitation.And throughout the drawings, the same reference numbers will be used to refer to the same parts.In the accompanying drawings:
Fig. 1 shows the flow diagram of flow authentication control method according to an embodiment of the invention；
Fig. 2 shows the flow diagrams of flow authentication control method in accordance with another embodiment of the present invention；
Fig. 3 shows the structural schematic diagram of flow authorization control device according to an embodiment of the invention；
Fig. 4 shows the structural schematic diagram of electronic equipment according to an embodiment of the invention.
Specific embodiment
Exemplary embodiments of the present disclosure are described in more detail below with reference to accompanying drawings.Although showing the disclosure in attached drawing
Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here
It is 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
It is fully disclosed to those skilled in the art.
Fig. 1 shows the flow diagram of flow authentication control method according to an embodiment of the invention.Such as Fig. 1 institute
Show, method includes the following steps:
Step S100 receives online request message.
Wherein, user sends online request to BOSS system by network element device using in data on flows business procedure
Message, wherein the request type for request message of surfing the Internet includes: initial Init request, updates Update request and terminate Term and ask
Three classes are sought, the online request message of initial Init request class indicates that user uses data on flows in current slot for the first time, updates
The online request message of Update request class indicates that user has used the corresponding data on flows of online warrant quantity, again in request
Net data on flows.
After BOSS system receives online request message, received online request message is transmitted to flow authorization control
Device processed, flow authorization control device receive the online request message that BOSS system is sent.
Step S101 obtains user's static nature and user's dynamic online feature according to online request message.
In order to realize authorizing to user for differentiation, it is unified according to the progress of identical warrant quantity to abandon all users
It is static special to obtain the corresponding user of user according to the online request message after receiving online request message for the method for authorization
Sign and user's dynamic online feature.Wherein, user's static nature is feature relevant to flow business；User's dynamic online feature
It is feature relevant to user's internet behavior.
Step S102, according to user's static nature and user's dynamic online feature calculation online warrant quantity.
It, can be according to user's static nature and user after getting user's static nature and user's dynamic online feature
Dynamic online feature calculation online warrant quantity.Wherein, during online warrant quantity refers to this online of user, which be can be used
Flow quota.For different users, the corresponding user's static nature of the user and user's dynamic online feature are different,
Therefore, the online warrant quantity difference obtained based on user's static nature and user's dynamic online feature calculation.
Step S103, response online request message generate response message according to online warrant quantity, and return to response message,
To be authorized according to online warrant quantity to user.
After online warrant quantity is calculated, the online request message is responded, response is generated according to online warrant quantity and is disappeared
Breath, that is, include online warrant quantity in the response message, return to response message to BOSS system, BOSS system will be received
Response message be transmitted to network element device, user is authorized according to the online warrant quantity in response message by network element device.
The method provided according to that above embodiment of the present invention receives online request message；According to online request message, obtain
User's static nature and user's dynamic online feature；According to user's static nature and user's dynamic online feature calculation online authorization
Amount；Response online request message generates response message according to online warrant quantity, and returns to response message, to be authorized according to online
Amount authorizes user.Based on scheme provided by the invention, abandons and all users has been authorized according to same warrant quantity,
But differential authorization is carried out for different users, online warrant quantity is according to user's static nature of user and user's dynamic
Online feature calculation obtains, and therefore, preferably can provide data service for user, enhance user's online experience, in addition,
The interacting message amount for greatly reducing BOSS system and the network equipment reduces user bill item number, greatly reduces online meter
The system consumption of charge system.
Fig. 2 shows the flow diagrams of flow authentication control method in accordance with another embodiment of the present invention.Such as Fig. 2 institute
Show, method includes the following steps:
Step S200 receives the online request message for carrying user identifier.
Wherein, user sends online request to BOSS system by network element device using in data on flows business procedure
Message, wherein the request type for request message of surfing the Internet includes: initial Init request, updates Update request and terminate Term and ask
Three classes are sought, the online request message of initial Init request class indicates that user uses data on flows in current slot for the first time, updates
The online request message of Update request class indicates that user has used the corresponding data on flows of online warrant quantity, again in request
Net data on flows.
After BOSS system receives online request message, received online request message is transmitted to flow authorization control
Device processed, flow authorization control device receive the online request message that BOSS system is sent.Wherein, it is taken in the online request message
With user identifier.
Step S201 obtains the corresponding user's static nature of user identifier according to user identifier queries static mark sheet.
In the present embodiment, maintenance has static nature table, and the user which has recorded each user is static special
Sign, for example, record has user identifier, business residual flow data, target flow service order feature, wherein target flow industry
Business subscription characteristics are the subscription characteristics of quantity-unlimiting flow package, for example, quantity-unlimiting flow package will be ordered labeled as 1, are not subscribed to
Quantity-unlimiting flow package is labeled as 0, and business residual flow data can be changed with user using the change of flow.
It, can be according to the user identifier queries static feature after receiving the online request message for carrying user identifier
Table, to obtain user's static nature corresponding with the user identifier, wherein user's static nature includes: business residual flow
Data, target flow service order feature, for example, business residual flow data are 150M, target flow service order feature is
1, it is merely illustrative of here, does not have any restriction effect.After obtaining user's static nature, user's static nature is cached
Into memory SessionStore, in order to subsequent use.
Step S202 extracts user's dynamic online feature from the corresponding ticket information of user identifier.
Ticket information has recorded the details of customer flow consumption, can record the customer consumption institute for each user
Therefore the ticket information of generation can extract user's dynamic online feature from the corresponding ticket information of user identifier.Wherein,
User's dynamic online feature includes: ticket speed of surfing the Internet, single ticket information uninterrupted, ticket duration.The present embodiment be by
The speed of surfing the Internet of a upper ticket, the information flow-rate size of a upper ticket, the duration of a upper ticket, upper upper ticket it is upper
Network speed rate, the information flow-rate size of upper upper ticket, the duration of upper upper ticket are as user's dynamic online feature.
Step S203 obtains corresponding estimating warrant quantity according to user's static nature queries static characteristic model.
In the present embodiment, pre-established static nature model, the static nature model have recorded it is various under the conditions of can
Warrant quantity is estimated with what is distributed to user, wherein static nature model can be as shown in table 1 below, is obtaining user's static nature
Afterwards, it according to user's static nature queries static characteristic model, obtains corresponding estimating warrant quantity.For example, business residual stream
Amount data are 500M, and specified services subscription characteristics are 1, can determine that estimating warrant quantity is 80M by queries static characteristic model.
The data on flows estimated in warrant quantity and Rule of judgment in static nature model can be clever based on practical experience
Setting living, is merely illustrative of here, does not have any restriction effect.Wherein, if user's static nature shows that user does not order
Quantity-unlimiting set meal is purchased, then distributes fixed warrant quantity to user according to existing method.
Table 1:
In the present embodiment, also set up the upper pessimistic concurrency control of dynamic, after obtaining user's dynamic online feature, can according to
The upper pessimistic concurrency control of family dynamic online characteristic query dynamic, authorized amount weight specifically can use step S204- step
Method in S205 determines warrant quantity weight:
Step S204 carries out classification processing to user's dynamic online feature using default sorting algorithm, obtains user's online
Behavior classification.
User's dynamic online feature includes: ticket speed of surfing the Internet, single ticket information uninterrupted, ticket duration.
After extracting user's dynamic online feature in the corresponding ticket information of user identifier, default classification can use
Algorithm carries out classification processing to user's dynamic online feature, obtains user's internet behavior classification.User's internet behavior classification can be with
It is divided into: video classification, text classification, picture classification.Naive Bayes Classification Algorithm be can use in the present embodiment to user
Internet behavior is classified.
Wherein, a rudimentary algorithm process of Naive Bayes Classification are as follows:
(1) x={ a is set1,a2,…,amIt is an item to be sorted, and each a is a characteristic attribute of x.
(2) there is a category set C={ y1,y2,…,yn}
(3) P (y is calculated1|x),P(y2|x),...,P(yn|x)
(4) if P (yk| x)=max { P (y1|x),P(y2|x),...,P(yn| x) }, then x ∈ yk
Therefore, from above we can see that coming, the committed step of the algorithm is exactly each conditional probability in (3)
It calculates, is based on independence assumption, can calculate in this way:
1, the item set to be sorted classified known to one is found, this set is called training sample set.
2, statistics obtains the conditional probability estimated value of each characteristic attribute under each classification, it may be assumed that
P(a1|y1),P(a2|y1),...,P(am|y1)
P(a1|y2),P(a2|y2),...,P(am|y2)
P(a1|yn),P(a2|yn),...,P(am|yn)
If 3, each characteristic attribute is conditional sampling, following derivation is had according to Bayes' theorem:
P(yi| x)=P (x | yi)P(yi)/P(x)
Because denominator is all constant for all categories, which is just to solve for molecule maximization problems.Cause
It is conditional sampling between each characteristic attribute, so having:
Based on foregoing description, the present embodiment can determine user's internet behavior classification especially by following methods: in determination
User's dynamic online feature: a upper ticket speed of surfing the Internet, upper ticket ticket information uninterrupted, a upper ticket ticket
After duration, upper upper ticket speed of surfing the Internet, upper upper ticket ticket information uninterrupted, upper upper ticket ticket duration, for
Each classification calculates separately P (yi), for each user dynamic online feature, the conditional probability of each feature is calculated, it is right
Each classification calculate P (x | yi)P(yi), with P (x | yi)P(yi) the so-called user's internet behavior generic of maximal term, to obtain
User's internet behavior classification.Wherein, the content that user's internet behavior classification is watched according to user can be divided into: video classification,
Picture classification, text classification, identified user's internet behavior classification is video classification, picture classification or text in the present embodiment
One of classification.
Certainly, the present embodiment is not limited to determine user's internet behavior classification using NB Algorithm, can also adopt
With decision Tree algorithms, algorithm of support vector machine etc., no longer it is described in detail here.
Step S205, it is authorized based on user's internet behavior classification and the upper pessimistic concurrency control of user's behavioral characteristics inquiry dynamic
Measure weight.
The upper pessimistic concurrency control of dynamic has been pre-established in the present embodiment, and pessimistic concurrency control has recorded various internet behavior classes in the dynamic
Not, corresponding Rule of judgment and warrant quantity weight are determining user's internet behavior classification and user's dynamic as shown in table 2
After feature, dynamic can be inquired based on the speed of surfing the Internet of the upper ticket in user's internet behavior classification and user's behavioral characteristics
Upper pessimistic concurrency control obtains matched warrant quantity weight.For example, identified user's internet behavior classification is picture category
Not, the speed of surfing the Internet of a upper ticket is 256k, based on picture classification and the upper pessimistic concurrency control of speed of surfing the Internet 256k inquiry dynamic, is obtained
Warrant quantity weight is 1.
Table 2:
| User's internet behavior classification | Rule of judgment | Warrant quantity weight |
| Text classification | Speed of surfing the Internet≤128k | 0.5 |
| Picture classification | 128k=<speed of surfing the Internet>=512k | 1 |
| Video classification | Speed of surfing the Internet > 512k | 2 |
Warrant quantity weight in above-mentioned dynamic in pessimistic concurrency control can flexibly be set based on practical experience, be only to illustrate here
It is bright, do not have any restriction effect.
Step S206 determines user's speed of surfing the Internet according to user's internet behavior classification.
User's speed of surfing the Internet embodies the speed of user's online, whether will appear showing for Caton when being embodied directly in online
As, speed limit is only limitted to be limited (such as 40G, 60G) according to flow summation at present, and resource cannot make full use of before speed limit,
User experience is also unfriendly, and does not carry out differentiation control to rate according to the different internet behavior of user, for example use
Family see video, picture, text be to rate requirement it is discrepant, video-see checks that the speed of surfing the Internet of needs is higher compared with picture,
And picture checks that the speed of surfing the Internet for browsing and needing compared with text is higher, but existing scheme is not distinguished, realizes differentiation speed
Rate control.
The present embodiment is in order to save network bandwidth resources, so that operator can service in same bandwidth resources
More users improve network resource utilization, after determining the internet behavior classification of user using default sorting algorithm,
User's speed of surfing the Internet can be determined according to internet behavior classification, to carry out rate control to user's internet behavior.Specifically, table
3 have recorded the corresponding speed of surfing the Internet of various internet behavior classifications, and after obtaining user's internet behavior classification, inquiry table 3 is obtained
The corresponding user's speed of surfing the Internet of user's internet behavior classification.
The corresponding not speed limit of video classification in table 3 refers specifically to the maximum rate for not limiting user's online, but due to net
The influence of network bandwidth can equally limit user's speed of surfing the Internet in real life due to network bandwidth.
Table 3:
| User's internet behavior classification | User's speed of surfing the Internet |
| Text classification | 128k |
| Picture classification | 512k |
| Video classification | Not speed limit |
Step S207 according to warrant quantity weight and estimates warrant quantity calculating online warrant quantity.
After warrant quantity weight is calculated and estimates warrant quantity, it can use following formula and online authorization be calculated
Amount: online warrant quantity=warrant quantity weight * estimates warrant quantity.
Step S208, response online request message generate response message according to online warrant quantity and user's speed of surfing the Internet, and
Response message is returned to, to authorize according to online warrant quantity to user and carry out rate to user according to user's speed of surfing the Internet
Control.
After online warrant quantity and user's speed of surfing the Internet is calculated, the online request message is responded, is awarded according to online
Power amount and user's speed of surfing the Internet generate response message, that is, and it include online warrant quantity and user's speed of surfing the Internet in the response message,
Response message is returned to BOSS system, received response message is transmitted to network element device by BOSS system, by network element device
User is authorized according to the online warrant quantity in response message and rate control is carried out to user according to user's speed of surfing the Internet
System.
The method provided according to that above embodiment of the present invention has been abandoned and has been awarded to all users according to same warrant quantity
Power, but differential authorization is carried out for different users, online warrant quantity is according to user's static nature of user and user
Dynamic online feature calculation obtains, and therefore, preferably can provide data service for user, enhance user's online experience,
In addition, greatly reducing the interacting message amount and ticket amount of BOSS system and the network equipment, user bill item number is reduced, significantly
The system consumption for reducing online charging system provides highly efficient charging；By determining user's internet behavior classification, knot
It shares family internet behavior and dynamic rate control is carried out to different user, match so that the user with different internet behaviors has
Speed of surfing the Internet, neither influence the internet behavior of user, and network bandwidth resources can be saved, so that operator is in same band
More clients can be serviced under wide resource situation, improve network resource utilization；In addition, carrying out rate control based on user is not had to
System is also equally applicable to other Internet service scenes, such as fixed network broadband services, this method can also be used and carry out flow
Authorization.
Fig. 3 shows the structural schematic diagram of flow authorization control device according to an embodiment of the invention.Such as Fig. 3 institute
Show, which includes: receiving module 300, obtains module 310, computing module 320, respond module 330.
Receiving module 300 is suitable for receiving online request message；
Module 310 is obtained, is suitable for obtaining user's static nature and user's dynamic online feature according to online request message；
Computing module 320 is suitable for warrant quantity of surfing the Internet according to user's static nature and user's dynamic online feature calculation；
Respond module 330 is adapted to respond to online request message, generates response message according to online warrant quantity, and return and answer
Message is answered, to authorize according to online warrant quantity to user.
Optionally, computing module is further adapted for: according to user's static nature queries static characteristic model, being obtained corresponding
Estimate warrant quantity；
According to the upper pessimistic concurrency control of user's dynamic online characteristic query dynamic, authorized amount weight；
According to warrant quantity weight and estimate warrant quantity calculating online warrant quantity.
Optionally, computing module is further adapted for: being classified using default sorting algorithm to user's dynamic online feature
Processing, obtains user's internet behavior classification；
Based on user's internet behavior classification and the upper pessimistic concurrency control of user's behavioral characteristics inquiry dynamic, authorized amount weight.
Optionally, device further include: determining module, suitable for determining user's speed of surfing the Internet according to user's internet behavior classification；
Respond module is further adapted for: response online request message is generated according to online warrant quantity and user's speed of surfing the Internet
Response message, and response message is returned, to be authorized to user and according to online warrant quantity according to user's speed of surfing the Internet pair
User carries out rate control.
Optionally, online request message carries user identifier；
Second acquisition module is further adapted for: according to user identifier queries static mark sheet, it is corresponding to obtain user identifier
User's static nature；
User's dynamic online feature is extracted from the corresponding ticket information of user identifier.
Optionally, user's static nature includes: business residual flow data, target flow service order feature；
User's dynamic online feature includes: ticket speed of surfing the Internet, single ticket information uninterrupted, ticket duration.
Optionally, default sorting algorithm includes: NB Algorithm.
The device provided according to that above embodiment of the present invention receives online request message；According to online request message, obtain
User's static nature and user's dynamic online feature；According to user's static nature and user's dynamic online feature calculation online authorization
Amount；Response online request message generates response message according to online warrant quantity, and returns to response message, to be authorized according to online
Amount authorizes user.Based on scheme provided by the invention, abandons and all users has been authorized according to same warrant quantity,
But differential authorization is carried out for different users, online warrant quantity is according to user's static nature of user and user's dynamic
Online feature calculation obtains, and therefore, preferably can provide data service for user, enhance user's online experience, in addition,
The interacting message amount for greatly reducing BOSS system and the network equipment reduces user bill item number, greatly reduces online meter
The system consumption of charge system.
The embodiment of the invention also provides a kind of nonvolatile computer storage media, the computer storage medium storage
There is an at least executable instruction, which can be performed the flow authorization control in above-mentioned any means embodiment
Method.
Fig. 4 shows the structural schematic diagram of electronic equipment according to an embodiment of the invention, the specific embodiment of the invention
The specific implementation of electronic equipment is not limited.
As shown in figure 4, the electronic equipment may include: processor (processor), communication interface
(Communications Interface), memory (memory) and communication bus.
Wherein:
Processor, communication interface and memory complete mutual communication by communication bus.
Communication connects, for communicating with the network element of other equipment such as client or other servers etc..
Processor can specifically execute the related step in above-mentioned flow authentication control method embodiment for executing program
Suddenly.
Specifically, program may include program code, which includes computer operation instruction.
Processor may be central processor CPU or specific integrated circuit ASIC (Application Specific
Integrated Circuit), or be arranged to implement one or more integrated circuits of the embodiment of the present invention.Electronics is set
The standby one or more processors for including, can be same type of processor, such as one or more CPU；It is also possible to difference
The processor of type, such as one or more CPU and one or more ASIC.
Memory, for storing program.Memory may include high speed RAM memory, it is also possible to further include non-volatile
Memory (non-volatile memory), for example, at least a magnetic disk storage.
Program specifically can be used for so that processor executes following operation:
Program specifically can be used for so that processor executes the flow authentication control method in above-mentioned any means embodiment.
The specific implementation of each step may refer to corresponding in corresponding steps and unit in above-mentioned flow authorization control embodiment in program
Description, this will not be repeated here.It is apparent to those skilled in the art that for convenience and simplicity of description, it is above-mentioned
The equipment of description and the specific work process of module, can refer to corresponding processes in the foregoing method embodiment description, herein not
It repeats again.
Algorithm and display are not inherently related to any particular computer, virtual system, or other device provided herein.
Various general-purpose systems can also be used together with teachings based herein.As described above, it constructs required by this kind of system
Structure be obvious.In addition, the present invention is also not directed to any particular programming language.It should be understood that can use various
Programming language realizes summary of the invention described herein, and the description done above to language-specific is to disclose this hair
Bright preferred forms.
In the instructions provided here, numerous specific details are set forth.It is to be appreciated, however, that implementation of the invention
Example can be practiced without these specific details.In some instances, well known method, structure is not been shown in detail
And technology, so as not to obscure the understanding of this specification.
Similarly, it should be understood that in order to simplify the disclosure and help to understand one or more of the various inventive aspects,
Above in the description of 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 disclosed method should not be interpreted as reflecting the following intention: i.e. required to protect
Shield the present invention claims features more more than feature expressly recited in each claim.More precisely, as following
Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore,
Thus the claims for following specific embodiment are expressly incorporated in the specific embodiment, wherein each claim itself
All as a separate embodiment of the present invention.
Those skilled in the art will understand that can be carried out adaptively to the module in the equipment in embodiment
Change and they are arranged in one or more devices different from this embodiment.It can be the module or list in embodiment
Member or component are combined into a module or unit or component, and furthermore they can be divided into multiple submodule or subelement or
Sub-component.Other than such feature and/or at least some of process or unit exclude each other, it can use any
Combination is to all features disclosed in this specification (including adjoint claim, abstract and attached drawing) and so disclosed
All process or units of what method or apparatus are combined.Unless expressly stated otherwise, this specification is (including adjoint power
Benefit require, abstract and attached drawing) disclosed in each feature can carry out generation with an alternative feature that provides the same, equivalent, or similar purpose
It replaces.
In addition, it will be appreciated by those of skill in the art that although some embodiments described herein include other embodiments
In included certain features rather than other feature, but the combination of the feature of different embodiments mean it is of the invention
Within the scope of and form different embodiments.For example, in the following claims, embodiment claimed is appointed
Meaning one of can in any combination mode come using.
Various component embodiments of the invention can be implemented in hardware, or to run on one or more processors
Software module realize, or be implemented in a combination thereof.It will be understood by those of skill in the art that can be used in practice
Microprocessor or digital signal processor (DSP) realize one in flow authorization control equipment according to an embodiment of the present invention
The some or all functions of a little or whole components.The present invention is also implemented as executing method as described herein
Some or all device or device programs (for example, computer program and computer program product).Such realization
Program of the invention can store on a computer-readable medium, or may be in the form of one or more signals.This
The signal of sample can be downloaded from an internet website to obtain, and is perhaps provided on the carrier signal or mentions in any other forms
For.
It should be noted that the above-mentioned embodiments illustrate rather than limit the invention, and ability
Field technique personnel can be designed alternative embodiment without departing from the scope of the appended claims.In the claims,
Any reference symbol between parentheses 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" located in front of the element does not exclude the presence of multiple such
Element.The present invention can be by means of including the hardware of several different elements and being come by means of properly programmed computer real
It is existing.In the unit claims listing several devices, several in these devices can be through the same hardware branch
To embody.The use of word first, second, and third does not indicate any sequence.These words can be explained and be run after fame
Claim.
Claims (10)
1. a kind of flow authentication control method, comprising:
Receive online request message；
According to the online request message, user's static nature and user's dynamic online feature are obtained；
According to user's static nature and user dynamic online feature calculation online warrant quantity；
The online request message is responded, response message is generated according to the online warrant quantity, and return to the response message, with
User is authorized according to the online warrant quantity.
2. according to the method described in claim 1, wherein, according to user's static nature and user dynamic online feature
Calculating online warrant quantity further comprises:
According to user's static nature queries static characteristic model, obtain corresponding estimating warrant quantity；
According to the upper pessimistic concurrency control of user's dynamic online characteristic query dynamic, authorized amount weight；
Online warrant quantity is calculated according to the warrant quantity weight and the warrant quantity of estimating.
3. according to the method described in claim 2, wherein, according to the upper pessimistic concurrency control of user's dynamic online characteristic query dynamic,
Authorized amount weight further comprises:
Classification processing is carried out to user's dynamic online feature using default sorting algorithm, obtains user's internet behavior classification；
Based on user's internet behavior classification and the upper pessimistic concurrency control of user's behavioral characteristics inquiry dynamic, authorized amount power
Value.
4. according to the method described in claim 3, wherein, after obtaining user's internet behavior classification, the method also includes:
User's speed of surfing the Internet is determined according to user's internet behavior classification；
The online request message is responded, response message is generated according to the online warrant quantity, and return to the response message, with
Carrying out authorization to user according to the online warrant quantity further comprises:
The online request message is responded, response message is generated according to the online warrant quantity and user's speed of surfing the Internet, and
The response message is returned to, to authorize according to the online warrant quantity to user and according to user's speed of surfing the Internet pair
User carries out rate control.
5. method according to any of claims 1-4, wherein the online request message carries user identifier；
According to the online request message, obtains user's static nature and user's dynamic online feature further comprises:
According to the user identifier queries static mark sheet, the corresponding user's static nature of the user identifier is obtained；
User's dynamic online feature is extracted from the corresponding ticket information of the user identifier.
6. method according to any of claims 1-4, wherein user's static nature includes: business residual stream
Measure data, target flow service order feature；
User's dynamic online feature includes: ticket speed of surfing the Internet, single ticket information uninterrupted, ticket duration.
7. according to the method described in claim 3, wherein, the default sorting algorithm includes: NB Algorithm.
8. a kind of flow authorization control device, comprising:
Receiving module is suitable for receiving online request message；
Module is obtained, is suitable for obtaining user's static nature and user's dynamic online feature according to the online request message；
Computing module is suitable for warrant quantity of surfing the Internet according to user's static nature and user dynamic online feature calculation；
Respond module is adapted to respond to the online request message, generates response message according to the online warrant quantity, and return to institute
Response message is stated, to authorize according to the online warrant quantity to user.
9. a kind of electronic equipment, comprising: processor, memory, communication interface and communication bus, the processor, the storage
Device and the communication interface complete mutual communication by the communication bus；
The memory executes the processor as right is wanted for storing an at least executable instruction, the executable instruction
Ask the corresponding operation of flow authentication control method described in any one of 1-7.
10. a kind of computer storage medium, an at least executable instruction, the executable instruction are stored in the storage medium
Processor is set to execute such as the corresponding operation of flow authentication control method of any of claims 1-7.
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111447577A (en) * | 2020-02-18 | 2020-07-24 | 中国联合网络通信集团有限公司 | Quota management method and device |
| CN113015116A (en) * | 2019-12-20 | 2021-06-22 | 中国移动通信集团陕西有限公司 | Dynamic quota method and device based on flow prediction |
| CN113660624A (en) * | 2020-05-12 | 2021-11-16 | 中国移动通信集团河北有限公司 | Traffic ticket processing method, device, computing equipment and storage medium |
| CN114070791A (en) * | 2020-07-29 | 2022-02-18 | 中国移动通信集团安徽有限公司 | Data flow rate limiting processing method and device |
| CN116074135A (en) * | 2023-01-31 | 2023-05-05 | 中国联合网络通信集团有限公司 | Quota configuration method and quota configuration device |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102256306A (en) * | 2011-06-07 | 2011-11-23 | 华为软件技术有限公司 | Method and device for controlling authorization of data service |
| CN102984751A (en) * | 2012-11-07 | 2013-03-20 | 中兴通讯股份有限公司 | Service control method and service control device |
| CN103079236A (en) * | 2013-01-29 | 2013-05-01 | 华为软件技术有限公司 | Traffic flow authorization method, device and system |
| CN103974221A (en) * | 2013-01-25 | 2014-08-06 | 中国移动通信集团广东有限公司 | Method and device for distributing packet domain real-time charging flow quotas |
| WO2017030515A1 (en) * | 2015-08-18 | 2017-02-23 | Avea Iletisim Hizmetleri Anonim Sirketi ( Teknoloji Merkezi ) | A method for estimating flow size distributions |
| CN109120541A (en) * | 2018-08-01 | 2019-01-01 | Oppo（重庆）智能科技有限公司 | Limit method, apparatus, terminal device and the storage medium of network speed |
-
2019
- 2019-04-22 CN CN201910325286.3A patent/CN110177348B/en active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102256306A (en) * | 2011-06-07 | 2011-11-23 | 华为软件技术有限公司 | Method and device for controlling authorization of data service |
| CN102984751A (en) * | 2012-11-07 | 2013-03-20 | 中兴通讯股份有限公司 | Service control method and service control device |
| CN103974221A (en) * | 2013-01-25 | 2014-08-06 | 中国移动通信集团广东有限公司 | Method and device for distributing packet domain real-time charging flow quotas |
| CN103079236A (en) * | 2013-01-29 | 2013-05-01 | 华为软件技术有限公司 | Traffic flow authorization method, device and system |
| WO2017030515A1 (en) * | 2015-08-18 | 2017-02-23 | Avea Iletisim Hizmetleri Anonim Sirketi ( Teknoloji Merkezi ) | A method for estimating flow size distributions |
| CN109120541A (en) * | 2018-08-01 | 2019-01-01 | Oppo（重庆）智能科技有限公司 | Limit method, apparatus, terminal device and the storage medium of network speed |
Non-Patent Citations (2)
| Title |
|---|
| 刘哲元 等: "基于用户意图的网络流量授权安全框架", 《小型微型计算机系统》 * |
| 朴勇: "蜂窝网络中数据流量计费问题的研究", 《中国优秀硕士学位论文全文数据库》 * |
Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113015116A (en) * | 2019-12-20 | 2021-06-22 | 中国移动通信集团陕西有限公司 | Dynamic quota method and device based on flow prediction |
| CN111447577A (en) * | 2020-02-18 | 2020-07-24 | 中国联合网络通信集团有限公司 | Quota management method and device |
| CN111447577B (en) * | 2020-02-18 | 2021-07-27 | 中国联合网络通信集团有限公司 | Quota management method and device |
| CN113660624A (en) * | 2020-05-12 | 2021-11-16 | 中国移动通信集团河北有限公司 | Traffic ticket processing method, device, computing equipment and storage medium |
| CN113660624B (en) * | 2020-05-12 | 2023-07-07 | 中国移动通信集团河北有限公司 | Traffic bill processing method, device, computing equipment and storage medium |
| CN114070791A (en) * | 2020-07-29 | 2022-02-18 | 中国移动通信集团安徽有限公司 | Data flow rate limiting processing method and device |
| CN114070791B (en) * | 2020-07-29 | 2023-09-05 | 中国移动通信集团安徽有限公司 | Speed limiting processing method and device for data traffic |
| CN116074135A (en) * | 2023-01-31 | 2023-05-05 | 中国联合网络通信集团有限公司 | Quota configuration method and quota configuration device |
| CN116074135B (en) * | 2023-01-31 | 2024-05-03 | 中国联合网络通信集团有限公司 | Quota configuration method and quota configuration device |
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