CN107018003A - A kind of service label method and device for planning - Google Patents
A kind of service label method and device for planning Download PDFInfo
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- CN107018003A CN107018003A CN201610058404.5A CN201610058404A CN107018003A CN 107018003 A CN107018003 A CN 107018003A CN 201610058404 A CN201610058404 A CN 201610058404A CN 107018003 A CN107018003 A CN 107018003A
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- service label
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/14—Network analysis or design
- H04L41/145—Network analysis or design involving simulating, designing, planning or modelling of a network
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Abstract
The equipment to be planned for needing to carry out service label planning, and the equipment to be planned at least two are first determined the invention discloses a kind of service label method and device for planning；Then the gamut label and unavailable service label of each equipment to be planned are obtained respectively, and the gamut label that is to say all service labels for allowing exist in equipment to be planned；Then the service label that planning apparatus is treated according to the principle of the union for the unavailable service label that each equipment to be planned is rejected from the common factor of the gamut service label of each equipment to be planned carries out the final available service label of planning acquisition.Whole flow process can automatically be performed by service label device for planning, be solved in the prior art because manually planning service label, inefficiency, the problem of easily causing confusion during planning and be wrong；Artificial workload is reduced so as to reach, operating efficiency is improved, while effective avoid chaotic and mistake the effect of planning.
Description
Technical field
The present invention relates to the communications field, more particularly to a kind of service label device for planning and method.
Background technology
PTN (Packet Transport Network, Packet Transport Network), is used into lower totality
This, while the traditional advantage of optical transport is adhered to, including high availability and reliability, efficient Bandwidth Management machine
System and traffic engineering, easily webmaster, expansible, higher security etc., therefore be widely used.
Generally require to carry the PNT business based on label switching protocol in PNT networks, so needing to give carrying these industry
The device configuration service label of business；But it is due to the business in some equipment of equipment for carry identical services label
Need to meet some conditions between label, for example, for break-through A, B device business, A equipment goes out industry
Business label must with B device to enter service label identical, be also such for other equipment；But difference is set
The scope of the standby service label that can be used is but not necessarily identical.
In the prior art, generally require manually to carry out configuration service label, planning personnel is pre-designed
Service label swap table, because usually quantity is big for service label, needs the task amount for comparing access various,
And when being determined for some business on A using some service label, B device may use this
Service label, due to the business said before for break-through A, B device, A equipment to go out service label necessary
With B device to enter service label identical, so now will result in conflict, to planning personnel cause it is many not
Just, while easily causing confusion and planning that wrong and planning efficiency is low.
The content of the invention
The main technical problem to be solved in the present invention is to provide a kind of service label method and device for planning, solution
Certainly in the prior art because manually planning service label, inefficiency is easy during progress service label planning
The problem of causing confusion and be wrong.
In order to solve the above technical problems, the present invention provides a kind of service label planing method, for being grouped transmission
Net, including：
It is determined that needing to carry out the equipment to be planned of service label planning, the quantity of the equipment to be planned is at least
Two；
The gamut service label and unavailable service label of each equipment to be planned, the gamut are obtained respectively
Service label is the set for all service labels that the equipment to be planned allows presence；
According to rejecting described each to be planned set from the common factor of the gamut service label of each equipment to be planned
The principle of the union of standby unavailable service label carries out service label planning to each equipment to be planned, obtains
To the final available service label of each equipment to be planned.
In an embodiment of the present invention, according to the gamut service label from each equipment to be planned compared with
The principle of union for the unavailable service label for rejecting each equipment to be planned is concentrated to the equipment to be planned
Carrying out service label planning includes：
Calculate the common factor of the gamut service label of each equipment to be planned；
Judge it is described occur simultaneously whether be empty set, when the result judged for it is described common factor be empty set, then terminate
This service label is planned.
In an embodiment of the present invention, when the result judged, to occur simultaneously be not empty set to be described, is calculated each
The union of the unavailable service label of equipment to be planned, and reject the union from the common factor and obtain to be planned
The final available service label of equipment.
In an embodiment of the present invention, according to the gamut service label from each equipment to be planned compared with
The principle of union for the unavailable service label for rejecting each equipment to be planned is concentrated to the equipment to be planned
Carrying out service label planning includes：
Respective unavailable service label is rejected from the gamut service label of each equipment to be planned respectively,
Obtain each equipment to be planned each available service label；
The common factor of the respective available service label of each equipment to be planned is calculated, the common factor is respectively waited to advise to be described
The final available service label of scribing device.
In an embodiment of the present invention, the unavailable service label includes：Reserve service label and accounted for
Use service label.
The present invention also provides a kind of service label device for planning, for Packet Transport Network, including：
Selecting module：It is described to be planned to set for the equipment to be planned for determining to need to carry out service label planning
Standby quantity is at least two；
Acquisition module：Gamut service label and unavailable business mark for obtaining each equipment to be planned respectively
Label, the gamut service label is the set for all service labels that the equipment to be planned allows presence；
Planning module：For being rejected according to from the common factor of the gamut service label of each equipment to be planned
The principle of the union of the unavailable service label of each equipment to be planned carries out business to the equipment to be planned
Label is planned, obtains the final available service label of each equipment to be planned.
In an embodiment of the present invention, the planning module includes：
First calculating sub module：For the common factor for the gamut service label for calculating each equipment to be planned；
First processing submodule：For judging whether the common factor is empty set, when the result judged is institute
When to state common factor be empty set, the planning of this service label is terminated.
In an embodiment of the present invention, the first processing submodule is additionally operable to when the result of the judgement is
The common factor is when being not empty set, calculates the union of each unavailable service label of equipment to be planned, and from institute
State in common factor and reject the final available service label that the union obtains each equipment to be planned.
In an embodiment of the present invention, the planning module includes：
Second processing submodule：Reject each from the gamut service label of each equipment to be planned for respectively
From unavailable service label, obtain each equipment to be planned each available service label；
Second calculating sub module：Common factor for calculating the respective available service label of each equipment to be planned,
It is described to occur simultaneously for the final available service label of each equipment to be planned.
In an embodiment of the present invention, the unavailable service label includes：Reserve service label and accounted for
Use service label.
The beneficial effects of the invention are as follows：It is first true the invention provides a kind of service label method and device for planning
Surely the equipment to be planned of progress service label planning, and the equipment to be planned at least two are needed；Then
Obtain the gamut label and unavailable service label of each equipment to be planned respectively, the gamut label namely
It is all service labels for allowing to exist in equipment to be planned；Then according to the full model from each equipment to be planned
The principle that the union of the unavailable service label of each equipment to be planned is rejected in the common factor for enclosing service label is treated
The service label of planning apparatus carries out planning and obtains final available service label.Whole flow process can be held automatically
OK, it can be completed by service label device for planning, reduce artificial workload, improve operating efficiency, together
When effectively avoid that planning is chaotic and mistake.
Brief description of the drawings
Fig. 1 is the flow chart of service label planing method in the embodiment of the present invention one；
Fig. 2 is a kind of flow chart of embodiment of service label planing method in the embodiment of the present invention one；
Fig. 3 is the flow chart of another embodiment of service label planing method in the embodiment of the present invention one；
Fig. 4 is the structural representation of service label device for planning in the embodiment of the present invention one；
Fig. 5 is the structural representation of the planning module of service label device for planning in the embodiment of the present invention one；
Fig. 6 is another structural representation of the planning module of service label device for planning in the embodiment of the present invention one.
Embodiment
The present invention is described in further detail below by embodiment combination accompanying drawing.
Embodiment one：
The present embodiment provides a kind of service label planing method, and it is relative in the prior art using artificial planning
The method of service label has planning efficiency high, and the high advantage of planning quality, the particular content of this method please join
Fig. 1 is examined, including：
S101：It is determined that needing to carry out the equipment to be planned of service label planning；
S102：The gamut service label and unavailable service label of each equipment to be planned are obtained respectively；
S103：Described respectively treated according to being rejected from the common factor of the gamut service label of each equipment to be planned
The principle of the union of the unavailable service label of planning apparatus carries out service label rule to each equipment to be planned
Draw.
Perform S101 when, it is noted that it needs to be determined that equipment to be planned quantity can not be less than two,
For example can be for two, three, four or more.And, it is necessary to enter when to device configuration service label
The equipment that row service label is planned, often makes the presence of some contacts, such as device A between these equipment
There is business contact between equipment B, the business needs data from device A passing to data B, is now accomplished by
Service label planning is carried out to device A and equipment B, the business can be smoothly completed.But these wait to advise
Relation between scribing device is not limited to be joined directly together relation as above-mentioned example is this, it is also possible to be indirectly connected to or
Other relations of person.So it is determined that during equipment to be planned, it may be necessary to use service label planning side of the present invention
The personnel of method are paid much attention to, equipment to be planned is chosen according to the need for oneself.
The equipment to be planned of progress service label planning is needed when having determined, in addition it is also necessary to obtain these to be planned
The gamut of equipment and unavailable service label, into S102.So-called gamut service label that is to say one
Allow in equipment exist all service labels set, for example, there may be in device A 1-10000 it
Interior any label, then 1-10000 is exactly the gamut service label of device A.Without available service mark
The service label that label can not namely be used when carrying out service label planning, it is so-called to be used also just
It is to have used these labels to produce some mistakes.Generally, unavailable service label includes reserved business
Label and service label is taken；The reservation label includes equipment Hold sticker, OAM occupancy label, agreement and accounted for
Fixed with label and other functions and used label；And taken service label and then referred to that those are carrying out business mark
Just occupied all labels before label planning, for example, carrying out the label before service label planning
200-250 has just been taken by some business, then 200-250, which just belongs to, has taken service label.
It should be noted that being easy actually performing the reserved service label of acquisition, but accounted for for acquisition
Some specially treateds may be needed with service label.When needing to carry some business in equipment, such as tunnel,
During the business such as pseudo-wire, the service label for being assigned to equipment to meet some demands to usually require carries out some
Specially treated, for example, enter line displacement, or calculate by certain algorithm etc., and also some business are used certainly
Service label is exactly the service label of distribution, does not pass through any processing, for above-mentioned situation, in some industry
It can just obtain really having taken service label, it is necessary to carry out inverse migration and calculate when business employs migration technology,
For then needing progress inverse operation really to take service label to obtain using particular algorithm.
Getting just can be to each equipment to be planned after progress service label plans the data needed and information
Service label plan, performs step S103, be clearly known that only according to step S102 description
Unavailable service label is rejected from gamut service label can just obtain those industry that can be used
Business label, also needs to consider to there may be some contacts between each equipment to be planned in this programme, so
In the method, according to rejecting each to be planned set from the common factor of the gamut service label of each equipment to be planned
The principle of the union of standby unavailable service label to carry out service label planning to each equipment to be planned, obtains
The final available service label of each equipment to be planned.
In embodiment in one, according to rejecting unavailable service label meter from gamut service label
This rule of calculation available service label to carry out service label planning to each equipment to be planned, so as to calculate
The detailed process of the final available service label of each equipment to be planned refer to Fig. 2, including：
S201：Calculate the common factor of the gamut service label of each equipment to be planned；
S202：Whether be empty set, if so, then performing S203, otherwise perform S204 if judging the common factor；
S203：Terminate the planning of this service label；
S204：The union of each unavailable service label of equipment to be planned is calculated, and institute is rejected from described relatively concentrate
State the final available service label that union obtains equipment to be planned.
Equipment to be planned at least two already explained above, can be more, first calculate these to be planned
Whether the service label part that the common factor for the gamut label for being judges it and allows to exist has overlapping, if judging knot
It is to occur simultaneously for empty set, then prove that these equipment to be planned can not be planned simultaneously, terminate this business mark
Label planning.At the same time it can also point out keeper or this method user, terminate reason, because generally waiting to advise
The gamut service label of scribing device is probably to change for carrying out the personnel of service label planning
, so the scope for allowing it to change gamut service label can be even reminded, in order to carry out business again
Label is planned.If common factor is not empty set, the unavailable business mark of these equipment to be planned is just further calculated
The union of label, then can use industry also according to rejecting unavailable service label from gamut service label and calculate
The principle of business label, rejects each equipment to be planned from the common factor of the gamut service label of each equipment to be planned
Unavailable service label union, remaining is the final available service mark of required equipment to be planned
Label.Allow to carry out service label planing method in this way to plan all equipment to be planned simultaneously, institute
The equipment to be planned having finally label can be used all to be identical, cook up relative when the service label come is used
It is more stable.
In this way, service label planning can be carried out simultaneously to multiple equipment to be planned.For example, treating
Planning apparatus is device A, equipment B, equipment C.First obtain device A, equipment B, equipment C gamut industry
Business label and unavailable service label, the gamut service label of such as device A is 1-10000, equipment B's
Gamut service label is 500-15000, and equipment C gamut service label is 100-15000.Standby A's
Unavailable service label is 200-700, and equipment B unavailable service label is 500-600, and equipment C is not
Available service label is 100-200.Then the friendship of the gamut service label of three equipment got is calculated
Collection, the common factor for device A, equipment B, equipment C gamut service labels is exactly 500-10000；Then
Following computing device A, equipment B, the union of the unavailable service labels of equipment C, should be 100-700；
Then removal equipment A in slave unit A, equipment B, the common factor of equipment C gamut service labels, equipment B,
The union of the unavailable service labels of equipment C, that is to say 700-10000, then 700-10000 be exactly device A,
Equipment B, equipment C final available service label.
In another middle embodiment, according to rejecting unavailable service label from gamut service label
This rule of calculating available service label to carry out service label planning to each equipment to be planned, so as to calculate
The detailed process for going out the final available service label of each equipment to be planned refer to Fig. 3, including：
S301：Respectively the equipment to be planned is rejected from the gamut service label of each equipment to be planned not
Available service label；
S302：Calculate the common factor of the respective available service label of each equipment to be planned.
After the gamut service label and unavailable service label of each equipment to be planned is obtained, each wait to advise
Scribing device has corresponding gamut service label and unavailable service label, from each equipment to be planned each
Each self-corresponding unavailable service label is rejected in corresponding gamut service label, it is possible to respectively waited to advise
The respective available service label of scribing device；This each available service label that is to say in the equipment to be planned,
The service label that can be used in the case of not considering with other equipment potentially conflicting.But, in order to reduce rule
Mistake is drawn, the possibility that conflicts between other equipment to be planned is also contemplated that certainly, so also needing to calculate each
The common factor of the respective available service label of individual equipment to be planned, the common factor is the final available of these equipment to be planned
Service label., it is necessary to be planned to some in these equipment to be planned after equipment to be planned is determined
The service label of equipment planned, in this way can be more convenient.For example, device A and equipment B
Adjacent, device A and equipment C are also adjacent, it is contemplated that locate service label between neighbouring device and enter service label
Relation, it is device A, tri- equipment of equipment B and equipment C that finally may need to calculate for device A
The common factor of respective available service label.And may only need to computing device A and equipment B each for equipment B
The common factor of available service label.So can have the elder generation stressed when carrying out service label planning for individual equipment
Equipment to be planned is chosen to carry out service label planning using the method in the present embodiment.
The above-mentioned process to carry out a service label planning, it is contemplated that possible user needs to carry out multiple business
Planning can be in advance set in the final of each equipment to be planned of acquisition business on the basis of this planing method
After available service label, to the service label of the preferential selection of miscellaneous service, it can so realize and complete planning
After can be automatically selected according to setting and configured service label, complete to automatically configure.And complete automatic again
Each step of above-mentioned label planing method can also be repeated with postponing, is repeatedly planned.
The present embodiment also provides a kind of service label device for planning, refer to Fig. 4, the service label device for planning
4 include：Selecting module 41, acquisition module 42 and planning module 43；Selecting module 41 is used to determine to need
The equipment to be planned of service label planning is carried out, the quantity of the equipment to be planned is at least two；Obtain mould
Block 42 is used for the gamut service label and unavailable service label for obtaining each equipment to be planned respectively, gamut
Service label refers to that equipment to be planned allows the set of all service labels of presence；Planning module 43 be used for according to
According to the unavailable business that each equipment to be planned is rejected from the common factor of the gamut service label of each equipment to be planned
The principle of the union of label treats planning apparatus and carries out service label planning, obtains the final of each equipment to be planned
Available service label.
In one embodiment, it refer to Fig. 5, planning module 43 includes the first calculating sub module 431 and the
One processing submodule 432；First calculating sub module 431 is used for the gamut industry for calculating each equipment to be planned
The common factor of business label；First processing submodule 432 is used to judge whether the common factor is empty set, when judgement knot
When fruit is empty set for the common factor, the planning of this service label is terminated.Meanwhile, the first processing submodule 432 is also
For when it is not empty set that judged result, which is the common factor, calculating each unavailable service label of equipment to be planned
Union, and reject from the common factor the final available service that the union obtains each equipment to be planned
Label.
In another embodiment, Fig. 6 is refer to, planning module 43 includes the He of second processing submodule 433
Second processing submodule 434, second processing submodule 433 is used for gamut respectively from each equipment to be planned
Respective unavailable service label is rejected in service label, each equipment to be planned each available service mark is obtained
Label；Second processing submodule 434 is used for the common factor for calculating the respective available service label of each equipment to be planned, should
Common factor is exactly the final available service label of each equipment to be planned.
The modules of the apparent service label device for planning being known that in the present embodiment perform the present invention's
Service label planing method, its modules are used for performing each step in service label planing method, institute
With the characteristic of each step in service label planing method, it is likewise supplied with for service label device for planning.
The service label planning method and device invented using this reality, first really needs to carry out service label planning
Equipment to be planned, and the equipment to be planned at least two；Then each equipment to be planned is obtained respectively
Gamut label and unavailable service label, the gamut label in equipment to be planned also even in allowing to deposit
All service labels；Then rejected according to from the common factor of the gamut service label of each equipment to be planned
The principle of the union of the unavailable service label of each equipment to be planned is carried out to treat the service label of planning apparatus
Planning obtains final available service label.Whole flow process is completed by service label device for planning, it is not necessary to
Service label swap table is manually planned, it is many because caused by many human factors so as to avoid
Some mistakes, for example, cause the label of planning to there is conflict because of the carelessness of service label planning personnel, or
The label of person's planning is that reservation label has even taken label.It can reach and reduce artificial workload, carry
High workload efficiency, while effective avoid chaotic and mistake the technique effect of planning.
Obviously, those skilled in the art should be understood that each module or each step of the invention described above can be used
General computing device realizes that they can be concentrated on single computing device, or be distributed in multiple
On the network that computing device is constituted, alternatively, they can with computing device can perform program code come
Realize, it is thus possible to be stored in storage medium (ROM/RAM, magnetic disc, CD) by calculating dress
Put to perform, and in some cases, can be shown or described to be performed different from order herein
Step, they are either fabricated to each integrated circuit modules respectively or by multiple modules in them or
Step is fabricated to single integrated circuit module to realize.So, the present invention is not restricted to any specific hardware
Combined with software.
Above content is to combine specific embodiment further description made for the present invention, it is impossible to recognized
The specific implementation of the fixed present invention is confined to these explanations.For the ordinary skill of the technical field of the invention
For personnel, without departing from the inventive concept of the premise, some simple deduction or replace can also be made,
Protection scope of the present invention should be all considered as belonging to.
Claims (10)
1. a kind of service label planing method, for Packet Transport Network, it is characterised in that including：
It is determined that needing to carry out the equipment to be planned of service label planning, the quantity of the equipment to be planned is at least
Two；
The gamut service label and unavailable service label of each equipment to be planned, the gamut are obtained respectively
Service label is the set for all service labels that the equipment to be planned allows presence；
According to rejecting described each to be planned set from the common factor of the gamut service label of each equipment to be planned
The principle of the union of standby unavailable service label carries out service label planning to each equipment to be planned, obtains
To the final available service label of each equipment to be planned.
2. service label planing method as claimed in claim 1, it is characterised in that according to from described
The unavailable business for relatively concentrating rejecting each equipment to be planned of the gamut service label of each equipment to be planned
The principle of the union of label carries out service label planning to the equipment to be planned to be included：
Calculate the common factor of the gamut service label of each equipment to be planned；
Judge it is described occur simultaneously whether be empty set, when the result judged for it is described common factor be empty set, then terminate
This service label is planned.
3. service label planing method as claimed in claim 2, it is characterised in that judge when described
Result to occur simultaneously be not empty set to be described, calculate the union of each unavailable service label of equipment to be planned, and from
The final available service label that the union obtains equipment to be planned is rejected in the common factor.
4. service label planing method as claimed in claim 1, it is characterised in that according to from described
The unavailable business for relatively concentrating rejecting each equipment to be planned of the gamut service label of each equipment to be planned
The principle of the union of label carries out service label planning to the equipment to be planned to be included：
Respective unavailable service label is rejected from the gamut service label of each equipment to be planned respectively,
Obtain each equipment to be planned each available service label；
The common factor of the respective available service label of each equipment to be planned is calculated, the common factor is respectively waited to advise to be described
The final available service label of scribing device.
5. the service label planing method as described in claim 1-4 any one, it is characterised in that
The unavailable service label includes：Reserve service label and take service label.
6. a kind of service label device for planning, for Packet Transport Network, it is characterised in that including：
Selecting module：It is described to be planned to set for the equipment to be planned for determining to need to carry out service label planning
Standby quantity is at least two；
Acquisition module：Gamut service label and unavailable business mark for obtaining each equipment to be planned respectively
Label, the gamut service label is the set for all service labels that the equipment to be planned allows presence；
Planning module：For being rejected according to from the common factor of the gamut service label of each equipment to be planned
The principle of the union of the unavailable service label of each equipment to be planned carries out business to the equipment to be planned
Label is planned, obtains the final available service label of each equipment to be planned.
7. service label device for planning as claimed in claim 6, it is characterised in that the planning mould
Block includes：
First calculating sub module：For the common factor for the gamut service label for calculating each equipment to be planned；
First processing submodule：For judging whether the common factor is empty set, when the result judged is institute
When to state common factor be empty set, the planning of this service label is terminated.
8. service label device for planning as claimed in claim 7, it is characterised in that at described first
Reason submodule is additionally operable to, when the result judged is not empty set as the common factor, calculate described each to be planned
The union of the unavailable service label of equipment, and reject the union from the common factor and obtain described each to be planned
The final available service label of equipment.
9. service label device for planning as claimed in claim 6, it is characterised in that the planning mould
Block includes：
Second processing submodule：Reject each from the gamut service label of each equipment to be planned for respectively
From unavailable service label, obtain each equipment to be planned each available service label；
Second calculating sub module：Common factor for calculating the respective available service label of each equipment to be planned,
It is described to occur simultaneously for the final available service label of each equipment to be planned.
10. the service label device for planning as described in claim 6-9 any one, it is characterised in that
The unavailable service label includes：Reserve service label and take service label.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610058404.5A CN107018003A (en) | 2016-01-28 | 2016-01-28 | A kind of service label method and device for planning |
| PCT/CN2017/071084 WO2017128962A1 (en) | 2016-01-28 | 2017-01-13 | Service label planning method and apparatus |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610058404.5A CN107018003A (en) | 2016-01-28 | 2016-01-28 | A kind of service label method and device for planning |
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| CN107018003A true CN107018003A (en) | 2017-08-04 |
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| CN201610058404.5A Pending CN107018003A (en) | 2016-01-28 | 2016-01-28 | A kind of service label method and device for planning |
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| WO (1) | WO2017128962A1 (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107885965A (en) * | 2017-09-26 | 2018-04-06 | 深圳市宇数科技有限公司 | A kind of Data Mining finds method, system, electronic equipment and storage medium |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN100382491C (en) * | 2005-09-28 | 2008-04-16 | 华为技术有限公司 | Service isolation transfer method |
| KR101522005B1 (en) * | 2012-09-06 | 2015-05-21 | 한국전자통신연구원 | Method and apparatus for protection switching |
| CN103200029B (en) * | 2013-03-11 | 2016-04-13 | 烽火通信科技股份有限公司 | The label distribution of webmaster to PTN/IPRan equipment and the method for management |
| CN105323137B (en) * | 2014-07-31 | 2019-11-29 | 南京中兴新软件有限责任公司 | Service data transmission method and device |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107885965A (en) * | 2017-09-26 | 2018-04-06 | 深圳市宇数科技有限公司 | A kind of Data Mining finds method, system, electronic equipment and storage medium |
| CN107885965B (en) * | 2017-09-26 | 2020-06-05 | 深圳市宇数科技有限公司 | Data exploration discovery method, system, electronic equipment and storage medium |
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| WO2017128962A1 (en) | 2017-08-03 |
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Application publication date: 20170804 |