CN102256271B - The acquisition methods and device of capacity expansion indication information - Google Patents
The acquisition methods and device of capacity expansion indication information Download PDFInfo
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- CN102256271B CN102256271B CN201110157718.8A CN201110157718A CN102256271B CN 102256271 B CN102256271 B CN 102256271B CN 201110157718 A CN201110157718 A CN 201110157718A CN 102256271 B CN102256271 B CN 102256271B
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Abstract
The invention provides a kind of acquisition methods of capacity expansion indication information and device, the above method includes：Indicator model is created, wherein, indicator model includes：The corresponding relation of resource apparatus state corresponding information and capacity expansion indication information；The resource apparatus status information collected is analyzed using the indicator model of establishment, obtains capacity expansion indication information.According to technical scheme provided by the invention, intelligently it can indicate whether resource needs dilatation, the urgency for needing dilatation, the selectable type of hardware of dilatation by indicator model, carrying out dilatation in time makes resource apparatus system more reliable and more stable.
Description
Technical field
The present invention relates to the communications field, in particular to the acquisition methods and device of a kind of capacity expansion indication information.
Background technology
At present, in the technology related to mobile communication equipment dilatation, relate to how to carry out the technology of dilatation mostly, but it is right
The technology that dilatation is indicated is related to less.
In correlation technique, following dilatation indicating means be present：Monitor and periodically report each by backbone network flow direction in real time
The network traffics of individual user；Calculate and store the actual measurement bandwidth of each user, according to the port bandwidth of each user and actual measurement band
Width, the port coefficient of each user is calculated, according to the size of port coefficient, generate different dilatation promptings.
But the above method is the dilatation prompting for bandwidth, can not be applied on resource apparatus (for example, resource board).
The content of the invention
Prompt, can not apply on resource apparatus the problem of, the present invention carries for the dilatation that bandwidth is directed in correlation technique
The acquisition methods and device of a kind of capacity expansion indication information are supplied, at least one to solve the above problems.
A kind of according to an aspect of the invention, there is provided acquisition methods of capacity expansion indication information.
Included according to the acquisition methods of the capacity expansion indication information of the present invention：Indicator model is created, wherein, indicator model
Including：The corresponding relation of resource apparatus state corresponding information and capacity expansion indication information；Using the indicator model of establishment to collection
To resource apparatus status information analyzed, obtain capacity expansion indication information.
According to another aspect of the present invention, there is provided a kind of acquisition device of capacity expansion indication information.
Included according to the acquisition device of the capacity expansion indication information of the present invention：Creation module, for creating indicator model, its
In, indicator model includes：The corresponding relation of resource apparatus state corresponding information and capacity expansion indication information；Acquisition module, it is used for
The resource apparatus status information collected is analyzed using the indicator model of establishment, obtains capacity expansion indication information.
By the present invention, the resource apparatus status information collected is analyzed using the indicator model of establishment, obtained
Capacity expansion indication information is taken, the dilatation in correlation technique for bandwidth is solved and prompts, can not apply on resource apparatus the problem of,
And then intelligently it can indicate whether resource needs dilatation, the urgency for needing dilatation, dilatation selectable by indicator model
Type of hardware, carrying out dilatation in time makes resource apparatus system more reliable and more stable.
Brief description of the drawings
Accompanying drawing described herein is used for providing a further understanding of the present invention, forms the part of the application, this hair
Bright schematic description and description is used to explain the present invention, does not form inappropriate limitation of the present invention.In the accompanying drawings：
Fig. 1 is the flow chart of the acquisition methods of capacity expansion indication information according to embodiments of the present invention；
Fig. 2 is the flow chart of the acquisition methods of capacity expansion indication information according to the preferred embodiment of the invention；
Fig. 3 is the structured flowchart of the acquisition device of capacity expansion indication information according to embodiments of the present invention；
Fig. 4 is the structured flowchart of the acquisition device of capacity expansion indication information according to the preferred embodiment of the invention.
Embodiment
Describe the present invention in detail below with reference to accompanying drawing and in conjunction with the embodiments.It should be noted that do not conflicting
In the case of, the feature in embodiment and embodiment in the application can be mutually combined.
Fig. 1 is the flow chart of the acquisition methods of capacity expansion indication information according to embodiments of the present invention.As shown in figure 1, the expansion
Holding the acquisition methods of configured information includes：
Step S102：Indicator model is created, wherein, indicator model includes：Resource apparatus state corresponding information is with expanding
Hold the corresponding relation of configured information；
Step S104：The resource apparatus status information collected is analyzed using the indicator model of establishment, obtained
Capacity expansion indication information.
In correlation technique, the dilatation for bandwidth is prompted, and can not be applied on resource apparatus (for example, resource board).In Fig. 1
In the acquisition methods of shown capacity expansion indication information, using the indicator model of establishment to the resource apparatus status information that collects
Analyzed, capacity expansion indication information is obtained, suitable for the dilatation of resource apparatus.Can intelligently indicate resource whether need dilatation,
Urgency, the selectable type of hardware of dilatation of dilatation are needed, carrying out dilatation in time makes resource apparatus system more reliable and more stable.
Wherein, above-mentioned resource apparatus state corresponding information includes but is not limited to one below：Resource metrics Comprehensive Assessment is believed
Cease (for example, resource metrics comprehensive score), resource apparatus status information.
Wherein, above-mentioned resource apparatus status information includes but is not limited at least one of：Resource utilization status information, money
Source information on load, throughput information.
Wherein, above-mentioned capacity expansion indication information includes but is not limited at least one of：Capacity of expansion information, whether dilatation
Configured information, dilatation urgency information, the selectable type of hardware information of dilatation.
In step S102, various ways can be used to create indicator model, describe two kinds of preferred embodiments below.
Mode one
(1) the importance alignment matrix of resource capacity expansion index is collected；
(2) consistency check is carried out to importance alignment matrix；
(3) determine each resource capacity expansion index in resource capacity expansion according to by the importance alignment matrix of consistency check
Weight；
(4) threshold value is determined to each resource capacity expansion index, the resource that will be collected corresponding to each resource capacity expansion index
The difference proportion of device status data and threshold value is multiplied by weight calculation and obtains resource metrics Comprehensive Assessment information (for example, resource
Index comprehensive score)；
(5) corresponding relation of resource metrics Comprehensive Assessment information and capacity expansion indication information is established.
Mode two
(1) historical information of resource apparatus status information, and capacity expansion indication information corresponding to historical information are collected；
(2) information of collection is divided into model training collection data and model checking collection data；
(3) corresponding relation of resource apparatus status information and capacity expansion indication information is established using model training collection data；
(4) corresponding relation is verified using model checking collection data, if checking is not by re-establishing corresponding pass
System, until being verified.
Preferably, in step S104, using the indicator model of first way establishment, to the resource apparatus shape collected
State information is analyzed, and following processing can be included by obtaining capacity expansion indication information：
(1) actual resource metrics Comprehensive Assessment is calculated according to weight and the resource apparatus status information collected
Information；
(2) in the corresponding relation of resource metrics Comprehensive Assessment information and capacity expansion indication information, search and actual resource
Capacity expansion indication information corresponding to index comprehensive evaluation information.
Preferably, in step S104, using the indicator model of second way establishment, to the resource apparatus shape collected
State information is analyzed, and following processing can be included by obtaining capacity expansion indication information：Indicated in resource apparatus status information and dilatation
In the corresponding relation of information, capacity expansion indication information corresponding with the resource apparatus status information collected is searched.
Preferably, after capacity expansion indication information is obtained, the inspection report comprising capacity expansion indication information can be generated.
Preferably, after indicator model is created, in addition to following processing：The newly-increased resource apparatus state of periodic collection
Information, capacity expansion indication information, threshold value and type of hardware information；The indicator model created using newly-increased Information revision.
Above-mentioned preferred embodiment is described below in conjunction with Fig. 2.
Fig. 2 is the flow chart of the method for generation dilatation instruction according to the preferred embodiment of the invention.As shown in Fig. 2 the life
Method into dilatation instruction includes：
Step S202：Establish indicator model：
Preferably, following two methods can be used by establishing indicator model：
The first：Threshold value is determined, type of hardware data is collected, indicator model is established using analytic hierarchy process (AHP)；
Establish comprising the following steps that for model：
(1) the importance alignment matrix to resource capacity expansion index is collected.
(2) consistency check is carried out to importance alignment matrix, if by consistency check, into step (3), if not
By repeat step (1) (2), until passing through consistency check.
(3) according to the importance alignment matrix by consistency check, weight of each index in resource capacity expansion is determined.
(4) threshold value is determined according to actual conditions to each index.
(5) the weight calculation resource metrics synthesis being multiplied by according to the difference proportion of actual value and threshold value in step (3) is commented
Determine information (for example, resource metrics comprehensive score).
(6) establish resource metrics Comprehensive Assessment information with whether the corresponding relation of the configured information of dilatation；Resource metrics are comprehensive
Close the corresponding relation of evaluation information and capacity of expansion information；Resource metrics Comprehensive Assessment information is corresponding with dilatation urgency information
Relation；The corresponding relation of resource metrics Comprehensive Assessment information and type of hardware information.
Second：Collect history resource utilization status, resource load, throughput data, whether need dilatation, dilatation urgent
The data such as degree, capacity of expansion, type of hardware information is collected, establish the mapping of capacity of expansion and each type of hardware, divided using returning
Analysis method establishes indicator model；
Establish the specific steps of model：
(1) historical informations such as resource utilization status, resource load, handling capacity are collected, and are corresponding to these historical informations
No dilatation, dilatation urgency, capacity of expansion data.
(2) data in step (1) are divided into model training collection data, model checking collection data two parts.
(3) the model training collection data in step (2) are utilized to establish resource utilization status, resource using regression analysis
The corresponding relation of the resource apparatus such as load, handling capacity status information and capacity of expansion, resource utilization status, resource load, handle up
Amount etc. resource apparatus status information with whether the resource such as the corresponding relation of dilatation, resource utilization status, resource load, handling capacity is set
The resource apparatus state such as corresponding relation, resource utilization status, resource load, handling capacity of standby status information and dilatation urgency is believed
Breath and the corresponding relation of dilatation type of hardware.
(4) using the model in model checking collection data authentication step (3), checking is not by adjusting the specific method returned
Or data are carried out with conversion repeat step (3), until model is verified.
Step S204：Health check tool gathered data (i.e. above-mentioned resource apparatus status information).
Wherein, the related patrol task collection resource utilization status of health check tool client terminal start-up dilatation instruction, resource are born
The relevant informations such as lotus, handling capacity；
Step S206：Using indicator model analysis data：
(1) in the indicator model created according to first way the weight of each index to the correlation data calculation that collects
Actual resource metrics Comprehensive Assessment information, can be defeated according to the corresponding relation of resource metrics Comprehensive Assessment information and type of hardware
Go out whether to need dilatation, the urgency for needing dilatation, the selectable type of hardware of dilatation.
(2) Correlative data analysis that collects is obtained according to the indicator model that the second way creates capacity of expansion,
Whether dilatation, dilatation urgency.It is exportable whether to need dilatation, needs according to capacity of expansion and the corresponding relation of type of hardware
The urgency of dilatation, the selectable type of hardware of dilatation.
Step S208：Health check tool generation inspection report：According to the output data of indicator model, health check tool is given birth to automatically
Reported into inspection, show whether resource apparatus needs dilatation, the urgency for needing dilatation, the selectable hardware of dilatation in report
Type information；
Step S210：Periodically amendment indicator model：The regular foundation of indicator model established using regression analysis
Collect newly-increased resource utilization status, resource load, handling capacity, type of hardware, whether need dilatation, dilatation urgency etc. number
According to amendment indicator model；The indicator model established using analytic hierarchy process (AHP) periodically redefines threshold value and adding hardware class
Type data correction indicator model.
Fig. 3 is the structured flowchart of the acquisition device of capacity expansion indication information according to embodiments of the present invention.As shown in figure 3, should
The acquisition device of capacity expansion indication information includes：Creation module 10, for creating indicator model, wherein, indicator model includes：
The corresponding relation of resource apparatus state corresponding information and capacity expansion indication information；Acquisition module 20, it is connected with creation module 10, uses
The resource apparatus status information collected is analyzed in using the indicator model created, obtains capacity expansion indication information.
In the acquisition device of the capacity expansion indication information shown in Fig. 3, using the indicator model of establishment to the money that collects
Source device status information is analyzed, and capacity expansion indication information is obtained, suitable for the dilatation of resource apparatus.Resource can intelligently be indicated
Whether dilatation, the urgency that needs dilatation, dilatation selectable type of hardware are needed, and carrying out dilatation in time makes resource apparatus system
It is more reliable and more stable.
Wherein, resource apparatus status information includes but is not limited at least one of：Resource utilization status information, resource are born
Lotus information, throughput information.
Wherein, above-mentioned capacity expansion indication information includes but is not limited at least one of：Capacity of expansion information, whether dilatation
Configured information, dilatation urgency information, the selectable type of hardware information of dilatation.
Preferably, as shown in figure 4, above-mentioned creation module 10 may further include：First collector unit 100, for receiving
Collect the importance alignment matrix of resource capacity expansion index；Verification unit 102, it is connected with the first collector unit 100, for important
Property alignment matrix carry out consistency check；Determining unit 104, it is connected with verification unit 102, for being examined according to by uniformity
The importance alignment matrix tested determines weight of each resource capacity expansion index in resource capacity expansion；First computing unit 106, it is and true
Order member 104 is connected, for determining threshold value to each resource capacity expansion index, by collection corresponding to each resource capacity expansion index
To resource apparatus status data and the difference proportion of threshold value be multiplied by weight calculation and obtain resource metrics Comprehensive Assessment information, its
In, resource metrics Comprehensive Assessment information is resource apparatus state corresponding information；First establishes unit 108, with the first computing unit
106 are connected, for establishing the corresponding relation of resource metrics Comprehensive Assessment information and capacity expansion indication information.
Preferably, as shown in figure 4, acquisition module 20 may further include：Second computing unit 200, established with first
Unit 108 is connected, for actual resource metrics to be calculated according to weight and the resource apparatus status information collected
Comprehensive Assessment information；First searching unit 202, it is connected with the second computing unit 200, for believing in resource metrics Comprehensive Assessment
Breath is believed with the corresponding relation of capacity expansion indication information, searching dilatation instruction corresponding with the resource metrics Comprehensive Assessment information of reality
Breath.
Preferably, as shown in figure 4, above-mentioned creation module 10 can further include：Second collector unit 110, is used for
Collect the historical information of resource apparatus status information, and capacity expansion indication information corresponding to historical information；Division unit 112, with
Second collector unit 110 is connected, for the information of collection to be divided into model training collection data and model checking collection data；The
Two establish unit 114, are connected with division unit 112, for establishing resource apparatus status information using model training collection data
With the corresponding relation of capacity expansion indication information, wherein, resource apparatus status information is resource apparatus state corresponding information；Authentication unit
116, establish unit 114 with second and be connected, for being verified using model checking collection data to corresponding relation, if checking
Not by then triggering second and establishing unit, until being verified.
Preferably, as shown in figure 4, acquisition module 20 includes：Second searching unit 210, for believing in resource apparatus state
Breath is with the corresponding relation of capacity expansion indication information, searching dilatation instruction letter corresponding with the resource apparatus status information collected
Breath.
Preferably, as shown in figure 4, said apparatus may further include：Generation module 30, it is connected with acquisition module 20
Connect, reported for generating the inspection comprising capacity expansion indication information.
Preferably, as shown in figure 4, said apparatus may further include：Collection module 40, increased newly for periodic collection
Resource apparatus status information, capacity expansion indication information, threshold value and type of hardware information；Correcting module 50, for using newly-increased
Information revision create indicator model.
As can be seen from the above description, the present invention realizes following technique effect：For intellectuality, by patrolling
The information such as inspection instrument automatic detecting resource utilization status, resource load, handling capacity, by indicator model, intelligently instruction resource is
No to need dilatation, the urgency for needing dilatation, the selectable type of hardware of dilatation, carrying out dilatation in time makes system is more stable can
Lean on；For simplification, simplify and detect whether to need the process for carrying out system resource dilatation；For automation, use
Health check tool automatic detecting resource information, dilatation instruction can be automatically generated.
Obviously, those skilled in the art should be understood that above-mentioned each module of the invention or each step can be with general
Computing device realize that they can be concentrated on single computing device, or be distributed in multiple computing devices and formed
Network on, alternatively, they can be realized with the program code that computing device can perform, so as to being stored in
Performed in storage device by computing device, they are either fabricated to each integrated circuit modules respectively or by them
Multiple modules or step be fabricated to single integrated circuit module to realize.So, the present invention is not restricted to any specific hard
Part and software combine.
The preferred embodiments of the present invention are the foregoing is only, are not intended to limit the invention, for the skill of this area
For art personnel, the present invention can have various modifications and variations.Within the spirit and principles of the invention, that is made any repaiies
Change, equivalent substitution, improvement etc., should be included in the scope of the protection.
Claims (14)
- A kind of 1. acquisition methods of capacity expansion indication information, it is characterised in that including：Indicator model is created, wherein, the indicator model includes：Resource apparatus state corresponding information and capacity expansion indication information Corresponding relation；The resource apparatus status information collected is analyzed using the indicator model of the establishment, obtains dilatation instruction letter Breath；Wherein, when the resource apparatus state corresponding information is resource metrics Comprehensive Assessment information, the establishment indicator mould Type includes：Collect the importance alignment matrix of resource capacity expansion index；Consistency check is carried out to the importance alignment matrix；Determine each resource capacity expansion index in resource capacity expansion according to the importance alignment matrix by consistency check Weight；Threshold value is determined to each resource capacity expansion index, collected described corresponding to each resource capacity expansion index Resource apparatus status data and the difference proportion of threshold value are multiplied by the weight calculation and obtain the resource metrics Comprehensive Assessment letter Breath；Establish the corresponding relation of the resource metrics Comprehensive Assessment information and the capacity expansion indication information.
- 2. according to the method for claim 1, it is characterised in that using the indicator model of the establishment to the money that collects Source device status information is analyzed, and obtaining capacity expansion indication information includes：Actual resource metrics synthesis is calculated according to the weight and the resource apparatus status information collected to comment Determine information；In the corresponding relation of the resource metrics Comprehensive Assessment information and the capacity expansion indication information, search and described actual Capacity expansion indication information corresponding to resource metrics Comprehensive Assessment information.
- 3. according to the method for claim 1, it is characterised in that when the resource apparatus state corresponding information is resource apparatus During status information, the establishment indicator model includes：Collect the historical information of the resource apparatus status information, and capacity expansion indication information corresponding to the historical information；Collected information is divided into model training collection data and model checking collection data；Resource apparatus status information pass corresponding with the capacity expansion indication information is established using the model training collection data System；Verify that collection data are verified to the corresponding relation using the model, if checking is not by re-establishing described Corresponding relation, until model is verified.
- 4. according to the method for claim 3, it is characterised in that using the indicator model of the establishment to the money that collects Source device status information is analyzed, and obtaining capacity expansion indication information includes：In the corresponding relation of the resource apparatus status information and the capacity expansion indication information, search and the money collected Capacity expansion indication information corresponding to source device status information.
- 5. according to the method for claim 1, it is characterised in that after the capacity expansion indication information is obtained, in addition to：Inspection of the generation comprising the capacity expansion indication information is reported.
- 6. according to the method for claim 1, it is characterised in that after indicator model is created, in addition to：Periodic collection newly-increased resource apparatus status information, capacity expansion indication information, threshold value and type of hardware information；Using the indicator model created described in the newly-increased Information revision.
- 7. method according to any one of claim 1 to 6, it is characterised in that the resource apparatus status information includes At least one of：Resource utilization status information, resource information on load, throughput information.
- 8. method according to any one of claim 1 to 6, it is characterised in that the capacity expansion indication information includes following At least one：Capacity of expansion information, whether configured information, dilatation urgency information, the selectable type of hardware of dilatation of dilatation Information.
- A kind of 9. acquisition device of capacity expansion indication information, it is characterised in that including：Creation module, for creating indicator model, wherein, the indicator model includes：Resource apparatus state corresponding information With the corresponding relation of capacity expansion indication information；Acquisition module, for being analyzed using the indicator model of the establishment the resource apparatus status information collected, Obtain capacity expansion indication information；Wherein, the creation module includes：First collector unit, for collecting the importance alignment matrix of resource capacity expansion index；Verification unit, for carrying out consistency check to the importance alignment matrix；Determining unit, for determining that each resource capacity expansion index exists according to by the importance alignment matrix of consistency check Weight in resource capacity expansion；First computing unit, for determining threshold value to each resource capacity expansion index, by each resource capacity expansion index The corresponding resource apparatus status data collected and the difference proportion of threshold value are multiplied by the weight calculation and obtain resource Index comprehensive evaluates information, wherein, the resource metrics Comprehensive Assessment information is the resource apparatus state corresponding information；First establishes unit, and for establishing, the resource metrics Comprehensive Assessment information is corresponding with the capacity expansion indication information to close System.
- 10. device according to claim 9, it is characterised in that the acquisition module includes：Second computing unit, for reality to be calculated according to the weight and the resource apparatus status information collected Resource metrics Comprehensive Assessment information；First searching unit, for the corresponding relation in the resource metrics Comprehensive Assessment information and the capacity expansion indication information In, search capacity expansion indication information corresponding with the actual resource metrics Comprehensive Assessment information.
- 11. device according to claim 9, it is characterised in that the creation module includes：Second collector unit, for collecting the historical information of the resource apparatus status information, and the historical information corresponds to Capacity expansion indication information；Division unit, for collected information to be divided into model training collection data and model checking collection data；Second establishes unit, for establishing the resource apparatus status information and the dilatation using the model training collection data The corresponding relation of configured information, wherein, the resource apparatus status information is the resource apparatus state corresponding information；Authentication unit, for using the model checking collection data corresponding relation is verified, if checking not by, Then trigger described second and establish unit, until being verified.
- 12. device according to claim 11, it is characterised in that the acquisition module includes：Second searching unit, in the corresponding relation of the resource apparatus status information and the capacity expansion indication information, looking into Look for capacity expansion indication information corresponding with the resource apparatus status information collected.
- 13. the device according to any one of claim 9 to 12, it is characterised in that described device also includes：Generation module, reported for generating the inspection comprising the capacity expansion indication information.
- 14. the device according to any one of claim 9 to 12, it is characterised in that described device also includes：Collection module, resource apparatus status information, capacity expansion indication information, threshold value and the hardware classes increased newly for periodic collection Type information；Correcting module, for using the indicator model created described in the newly-increased Information revision.
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| CN106713021B (en) * | 2016-12-09 | 2020-02-11 | 北京奇虎科技有限公司 | Method and device for judging whether server in cluster needs to be recycled |
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| CN101242460A (en) * | 2008-03-19 | 2008-08-13 | 珠海市伊特高科技有限公司 | Distribution network monitoring management system |
| CN101426217A (en) * | 2008-10-24 | 2009-05-06 | 中国移动通信集团山东有限公司 | Method and apparatus for cell capacity-enlarging information confirming |
| CN101471872A (en) * | 2007-12-27 | 2009-07-01 | 华为技术有限公司 | Method and device for processing network resource data and resource accommodation control subsystem |
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| CN101471872A (en) * | 2007-12-27 | 2009-07-01 | 华为技术有限公司 | Method and device for processing network resource data and resource accommodation control subsystem |
| CN101242460A (en) * | 2008-03-19 | 2008-08-13 | 珠海市伊特高科技有限公司 | Distribution network monitoring management system |
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