CN102209347A - Method and device for reporting and analyzing data - Google Patents
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Abstract
The invention discloses a method and device for reporting and analyzing data. The method comprises the following steps: obtaining a strategy adopted when user data are reported, wherein the strategy is preset according to a requirement for analyzing the user data; and after the user data are collected, reporting the user data according to the strategy. According to the method and the device, the problem that user data can not be effectively obtained in the prior art can be solved, thus a network side can effectively obtain the user data.
Description
Technical field
The present invention relates to the communications field, in particular to a kind of data report, data analysing method and device.
Background technology
Continuous development along with 3G technology, especially high speed downlink packet access technology (High Speed Downlink PacketAccess, abbreviate HSDPA as) the continuous deployment of high speed access product, mobile subscriber's access bandwidth is increasing, in this case, the kind of the business that the mobile network can provide for the user is also come also many more more, and still, this has also brought great challenge to mobile core network.For example, for user's malicious call etc.In addition, along with increasing of class of business, the user when carrying out business and the data in the reciprocal process of network equipment for becoming more and more important that the assessment of the dilatation of the assessment of the performance of network, network or network security becomes, but not disclosing one for obtaining of user data in the prior art effectively obtains scheme.
Summary of the invention
Main purpose of the present invention is to provide that a kind of data report, data analysing method and device, to address the above problem at least.
According to an aspect of the present invention, provide a kind of data reporting method, the strategy that is adopted when comprising the steps: to get access to the report of user data, wherein, described strategy is to set in advance according to the needs that described user data is analyzed; After described user data is gathered, according to described tactful report of user data.
Described user data collection is comprised: described user data is gathered according to described strategy.
Described strategy comprises: the field of the user data that need report.
According to a further aspect in the invention, provide a kind of data analysing method, comprised the steps: according to the setting of described user data being analyzed needs and transmission strategy; The user data that reception reports according to described strategy; The described user data that reports is analyzed.
Described strategy comprises: the field of the user data that need report.
After described strategy being set, also comprise: the field reserved storage space of the user data that reports according to needs in the described strategy according to needs that described user data is analyzed.
According to a further aspect in the invention, provide a kind of data reporting device, having comprised: acquisition module, the strategy that is adopted when being used to get access to the report of user data, wherein, described strategy is to set in advance according to the needs that described user data is analyzed; Reporting module is used for after described user data is gathered, according to described tactful report of user data.
This device also comprises: acquisition module is used for according to described strategy described user data being gathered.
Described strategy comprises: the field of the user data that need report.
According to a further aspect in the invention, provide a kind of data analysis set-up, having comprised: module has been set, is used for according to needs setting that described user data is analyzed and transmission strategy; Receiver module is used to receive the user data that reports according to described strategy; Analysis module is used for the described user data that reports is analyzed.
By the present invention, adopt the strategy that is adopted when getting access to the report of user data, wherein, described strategy is to set in advance according to the needs that described user data is analyzed; After described user data is gathered, according to described tactful report of user data, solved in the prior art and can not effectively obtain the problem of user data, and then made network side can effectively obtain user data.
Description of drawings
Accompanying drawing described herein is used to provide further understanding of the present invention, constitutes the application's a part, and illustrative examples of the present invention and explanation thereof are used to explain the present invention, do not constitute improper qualification of the present invention.In the accompanying drawings:
Fig. 1 is the flow chart according to the data reporting method of the embodiment of the invention;
Fig. 2 is the flow chart according to the data analysing method of the embodiment of the invention;
Fig. 3 is the structured flowchart according to the data reporting device of the embodiment of the invention;
Fig. 4 is the structured flowchart according to the data analysis set-up of the embodiment of the invention;
Fig. 5 is the schematic diagram according to the form of the TLV coding of the embodiment of the invention;
Fig. 6 is the coding structure schematic diagram according to the use TLV coding back field of the embodiment of the invention;
Fig. 7 is the schematic diagram one that reports of data according to the preferred embodiment of the invention;
Fig. 8 is the schematic diagram two that reports of data according to the preferred embodiment of the invention.
Embodiment
Hereinafter will describe the present invention with reference to the accompanying drawings and in conjunction with the embodiments in detail.Need to prove that under the situation of not conflicting, embodiment and the feature among the embodiment among the application can make up mutually.
In the present embodiment, after network element (or being called network element system) collection user data, the user data of gathering is reported data analysis system, by such processing, data analysis system just can be analyzed user data, thereby network optimization, service optimization, safety assurance etc. provide the support of user data.
Network element system can adopt the mode of fixed field when reported data, promptly these fields are nonadjustable.Must gather and report.For example, protocol class offset, linking number, downlink traffic, uplink traffic, lasting duration value etc. all fixedly report.Adopt the mode that fixedly reports to realize than being easier to.But, when present embodiment is implemented, find that such execution mode can go wrong, for example, the data acquisition module in the network element system can be collected the concrete detailed information of each user in the current system of record, gathers the value that these will report then.When if data analysis system only is concerned about protocol class offset, uplink traffic, these three values of downlink traffic, the foreground network element system also can be handled by original mode, report whole fields, at this moment report these fields will the waste bandwidth resource, though, these fields are single sees that waste is not very serious, surfs the Net in system when there are several ten million users in operator, during surfing, and the performance of waste and resource are exactly considerable.
A kind of more excellent user data report method is provided in the present embodiment, and Fig. 1 is the flow chart according to the data reporting method of the embodiment of the invention, and as shown in Figure 1, this method comprises the steps:
Step S102, the strategy that is adopted when getting access to the report of user data (for example, the field of the user data that need report), this strategy be according to needs that user data is analyzed set in advance (for example, can set in advance a default policy), for example, this strategy can get access to from data analysis system, also can be to get access to from other network management system or network element;
Step S104 is after gathering user data, according to tactful report of user data.
By above step, the data that do not need the user is gathered all report, and only report according to the needs that user data is analyzed, and so just can reduce the waste to the network bandwidth.For example, if need report protocol class offset, linking number, downlink traffic, uplink traffic, these values of duration that continue originally.This moment, data analysis system was only handled protocol class offset, uplink traffic, downlink traffic field, other field is not handled, in this preferred implementation, just can only report these three fields,, then save bandwidth resources if do not report linking number, lasting duration value.Certainly, this is an aspect, from the another one aspect, may also wish to gather the user data of special time period to the analysis of user data, this also be fixing mode of gathering can't accomplish, also can be resolved by above-mentioned strategy.More preferably, report, can dynamically change strategy according to the strategy of formulating.
More preferably, network element need be stored after user's data is gathered, and this just requires data acquisition module to open up certain memory headroom in internal memory, divides certain interim memory space for these fields that will report and stores these information.If data analysis system only is concerned about the protocol class offset, uplink traffic, during these three values of downlink traffic, if stored 5 fields, so also can bring the waste of storage resources, therefore, when gathering, also can gather and (need to prove according to above-mentioned strategy, acquisition strategies can be identical strategy with reporting policy, it also can be different strategies, or two different parts of an identical strategy be used to refer to respectively report and gather), for example, can an acquisition protocols types value, uplink traffic, these three values of downlink traffic, thereby conserve storage.Certainly, customer analysis does not just need this field scarcely after at present the unwanted field of Users'Data Analysis not being represented, therefore, and when gathering, with due regard to the needs of later analysis are gathered some fields more, at memory space with obtain a suitable balance between the demand in the future.
If strategy is directed to data analysis system (can certainly come from other network elements), so should strategy with the demand of direct response data analytical system.Based on this, a kind of data analysing method also is provided in the present embodiment, Fig. 2 is the flow chart according to the data analysing method of the embodiment of the invention, as shown in Figure 2, this method comprises the steps:
Step S202 is according to the setting of user data being analyzed needs and transmission strategy;
Step S204 receives the user data (for example, the field of the user data that need report) that reports according to this strategy; The user data that reports is analyzed.
Pass through above-mentioned steps, by strategy that send to formulate (for example, can set in advance a default policy) select the data that need report, do not select in the prior art and directly report, avoided reporting hash to cause the phenomenon of system resource waste.A more excellent execution mode can be in the step that data report useless data field to be filtered in the strategy that is provided with, and also can be chosen in the stage of data collection is just filtered the unwanted field of user.If consider the problem of data analysis system memory space, the field reserved storage space of the user data that can report according to needs in the strategy.
A kind of data reporting device and data analysis set-up also are provided in the present embodiment, and this device is used to realize the foregoing description and preferred implementation, has carried out not repeating them here of explanation, below the module in this device is described.As used below, the combination of the software and/or the hardware of predetermined function can be realized in term " module ".Although the described system and method for following examples is preferably realized with software, hardware, perhaps the realization of the combination of software and hardware also may and be conceived.
Fig. 3 is the structured flowchart according to the data reporting device of the embodiment of the invention, and as shown in Figure 3, this device comprises acquisition module 32 and reporting module 34, below this device is described.
Acquisition module 32, the strategy that this module is adopted when being used to get access to the report of user data, wherein, this strategy is to set in advance according to the needs that user data is analyzed; Reporting module 34 is connected to acquisition module 32, and this module is used for after user data is gathered, according to tactful report of user data.
Preferably, this device also comprises: acquisition module 36, be connected to acquisition module 32 and reporting module 34, and be used for user data being gathered according to strategy.
Fig. 4 is the structured flowchart according to the data analysis set-up of the embodiment of the invention, and as shown in Figure 4, this device comprises module 42, receiver module 44 and analysis module 46 are set, and below this device is described.
Module 42 is set, is used for according to needs setting that user data is analyzed and transmission strategy; Receiver module 44 is connected to module 42 is set, and this module is used to receive the user data that reports according to strategy; Analysis module 46 is connected to receiver module 44, and this module is used for the user data that reports is analyzed.
Describe below in conjunction with a preferred embodiment, the preferred embodiment combines the foregoing description and reaches preferred embodiment.
This preferred embodiment relates to the data acquisition between the telecommunication system and network element (single or multiple), the method and the device of cleaning in the mobile radio communication, relates in particular to the data acquisition between network management system in the mobile radio communication, network element system and the data analysis system, the method and the device of cleaning.Data analysis system wherein can carry out following analysis: one, carry out analysis mining to mass data, thereby find the feature that some is potential.Its two, the user behavior analysis system analyzes mobile subscriber's behavior and feature, thereby allows operator understand user's characteristic behavior.The module that this preferred embodiment provides comprises: data acquisition module (function is identical with acquisition module 36), data management module (is positioned at data analysis system inside, function relates to acquisition module 32, reporting module 34 and receiver module 44), data cleansing module (function is identical with analysis module 46).In this preferred embodiment, network element system can the dynamic acquisition subscription data according to the subscription of data analysis.Data acquisition module is according to subscribing to field, and notice foreground network element system is gathered the field of subscribing to.Simultaneously, in data analysis system inside, data policy module (function with module is set identical) notification data administration module, the corresponding space of the field that subscription will be gathered on disk (magnetic battle array).
This preferred embodiment provides a kind of scheme of gathering mobile communication data on existing function system: according to the acquisition strategies that sets in advance, the data field of reported by network elements is subscribed to collection, cleans and/or load (LOAD) warehouse-in.When reported data, can save interface-free resources, when image data, can improve operating factor of memory space, thus the performance of elevator system.
In this preferred embodiment, can adopt (Type/Length/Value abbreviates TLV as) mode deal with data of type lengths values.
The TLV coding that present embodiment is related to carries out simple declaration below.The TLV coding is a kind of variable format, and the meaning of TLV is exactly: Type type, Length length, Value value.For example, Fig. 5 is the schematic diagram according to the form of the TLV of embodiment of the invention coding, as shown in Figure 5, for each field of a structure, encodes according to the information of three types of type, length and values respectively.
For example, the foreground network element system can report following field, and is as shown in table 1:
Table 1
| The Type value | Length | Report explanation of field |
| 1 | 2 | The protocol class offset |
| 2 | 2 | Linking number |
| 3 | 4 | Downlink traffic |
| 4 | 4 | Uplink traffic |
| 5 | 4 | Continue duration |
The structure of definition is similar as follows:
Its original coding length is 16 bytes.
Fig. 6 is the coding structure schematic diagram according to the use TLV of embodiment of the invention coding back field, and as shown in Figure 6, behind the TLV coding, structure just becomes 37 bytes (TYPE calculates by a byte, and the LENGTH field is calculated by two bytes) among Fig. 6.Through the increase (data volume has enlarged about more than 3 times, and 37/10=3.7 doubly) that can cause data traffic after the TLV coding.
Network element system is when reported data, and these fields are fixed, and are nonadjustable.Be that these fields are to gather and to report.For example, protocol class offset, linking number, downlink traffic, uplink traffic, lasting duration value fixedly report.In this preferred embodiment, if do not report linking number, continue duration value, saved 32% field and reported, the benefit of obviously bringing is that bandwidth resources have been saved (5+7)/(5+5+7+7+7) * 100%=32%, and memory space can be saved (2+4)/(2+2++4+4+4) * 100%=37.5%.
Fig. 7 is the schematic diagram one that reports of data according to the preferred embodiment of the invention, and as shown in Figure 7, the flow process that these data report may further comprise the steps:
Step S2, the data that configuration needs the foreground network element system to report on the network management system on the data analysis system, and the cleaning strategy etc., for example, the Type value that need report, the foreground network element system is just absorbed like this reports the value (field) that meets these policy control conditions, triggers corresponding action in case foreground network element system discovery condition meets and takes place, and data is reported meet expection.Thereby guarantee system what report is that data analysis system is desired.
Step S4 is after the network element system collection is finished, according to the needed field of data policy reported data analytical system.If have redundant field or some other condition field, then can here filter out, no longer pack, report data analysis system.Thereby the bandwidth resources between two systems have been saved.
Step S6, data analysis system be according to data policy, the notification data administration module, and then disk space is optimized processing.For the field that the foreground network element system does not report, then in data warehouse, do not carry out initialization, do not carry out the distribution of memory space.Thereby the disk of saving (magnetic battle array).
The performing step of present embodiment has been described above, can have realized according to top step.Certainly, according to concrete implementation difference, the specific implementation step can be different, can promote, and makes an amendment slightly during realization to get final product.
Fig. 8 is the schematic diagram two that reports of data according to the preferred embodiment of the invention, as shown in Figure 8, the user is configured on data policy, i.e. the field that configuration foreground network element system will report on data analysis system, in this preferred embodiment, dispose field as shown in table 2:
Table 2
| The Type value | Length | Report explanation of field |
| 1 | 2 | The protocol class offset |
| 3 | 4 | Downlink traffic |
| 4 | 4 | Uplink traffic |
After configuration is finished, send message informing foreground network element system data management module, after network element system obtains message, obtain data analysis system and only be concerned about protocol class offset, downlink traffic, these fields of uplink traffic, be indifferent to other field.Data management module notification data acquisition module then, an acquisition protocols types value, downlink traffic, uplink traffic field, other field need not be gathered.Like this, data acquisition module just is absorbed in these three fields of processing.Data acquisition module, data management template all can be saved certain performance.Because the field that reports reduces, rely on for the bandwidth between two systems and just reduced simultaneously.Thereby Internet resources have been saved.Data management module on the data analysis system can dynamically be adjusted disk (magnetic battle array) in addition, on disk (magnetic battle array), only opens up the memory space of these two fields, other redundant field, no longer opening space.
This preferred embodiment has following advantage:
(1) forms jointly by foreground network element system (for example, foreground veneer), data analysis system.Data analysis system provides the data acquisition strategy, the data of notifying the network element system collection to need then, and data analysis system is analyzed according to the network element system data.Data policy mechanism is provided on data analysis system, and data capture management mechanism can determine whether to need to collect the information of these fields as required, if be indifferent to these fields, network element system then can be set do not gather, report unconcerned field.Thereby reduce the network element system collection, report these hashed field and the performance of wasting etc.For example,, can report some message for the operator of abundant resource more, for the user (operator) of resource anxiety, can some fields of understatement.Do not gather, do not report for the unconcerned data of user (operator) (field) foreground network element system, promoted the data-handling capacity of foreground network element system, improved the utilance of foreground network element single-board.Thereby more be absorbed in original handling process, data management module is also Unsupervised, send these data to data analysis system, thereby saves the bandwidth between network element system and the data analysis system.
(2) the data cleansing ability of raising data analysis system.Since adopted the TLV form to carry out transfer of data, therefore, the field that the foreground network element system does not report, data management module does not just spend parsing yet, cleans.Thereby promote the ability of ET data cleansing effectively.
Obviously, those skilled in the art should be understood that, above-mentioned each module of the present invention or each step can realize with the general calculation device, they can concentrate on the single calculation element, perhaps be distributed on the network that a plurality of calculation element forms, alternatively, they can be realized with the executable program code of calculation element, carry out by calculation element thereby they can be stored in the storage device, perhaps they are made into each integrated circuit modules respectively, perhaps a plurality of modules in them or step are made into the single integrated circuit module and realize.Like this, the present invention is not restricted to any specific hardware and software combination.
The above is the preferred embodiments of the present invention only, is not limited to the present invention, and for a person skilled in the art, the present invention can have various changes and variation.Within the spirit and principles in the present invention all, any modification of being done, be equal to replacement, improvement etc., all should be included within protection scope of the present invention.
Claims (10)
1. a data reporting method is characterized in that comprising the steps:
The strategy that is adopted when getting access to the report of user data, wherein, described strategy is to set in advance according to the needs that described user data is analyzed;
After described user data is gathered, according to described tactful report of user data.
2. method according to claim 1 is characterized in that, described user data collection is comprised:
According to described strategy described user data is gathered.
3. method according to claim 1 and 2 is characterized in that, described strategy comprises: the field of the user data that need report.
4. a data analysing method is characterized in that comprising the steps:
According to needs setting that described user data is analyzed and transmission strategy;
The user data that reception reports according to described strategy;
The described user data that reports is analyzed.
5. method according to claim 4 is characterized in that, described strategy comprises: the field of the user data that need report.
6. method according to claim 5 is characterized in that, after according to needs that described user data is analyzed described strategy being set, also comprises: the field reserved storage space of the user data that reports according to needs in the described strategy.
7. data reporting device is characterized in that comprising:
Acquisition module, the strategy that is adopted when being used to get access to the report of user data, wherein, described strategy is to set in advance according to the needs that described user data is analyzed;
Reporting module is used for after described user data is gathered, according to described tactful report of user data.
8. device according to claim 7 is characterized in that, also comprises: acquisition module is used for according to described strategy described user data being gathered.
9. according to claim 7 or 8 described devices, it is characterized in that described strategy comprises: the field of the user data that need report.
10. data analysis set-up is characterized in that comprising:
Module is set, is used for according to needs setting that described user data is analyzed and transmission strategy;
Receiver module is used to receive the user data that reports according to described strategy;
Analysis module is used for the described user data that reports is analyzed.
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| CN2011101398027A CN102209347A (en) | 2011-05-26 | 2011-05-26 | Method and device for reporting and analyzing data |
| PCT/CN2012/072696 WO2012159485A1 (en) | 2011-05-26 | 2012-03-21 | Method and device for reporting and analyzing data |
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| CN105847063A (en) * | 2016-05-12 | 2016-08-10 | 中国联合网络通信集团有限公司 | Core network data management method and system |
| CN106921506A (en) * | 2015-12-25 | 2017-07-04 | 北京京东尚科信息技术有限公司 | The data acquisition report method and system of mobile device |
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