CN1997060A - Method and system for index acquisition - Google Patents
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- CN1997060A CN1997060A CN 200610145268 CN200610145268A CN1997060A CN 1997060 A CN1997060 A CN 1997060A CN 200610145268 CN200610145268 CN 200610145268 CN 200610145268 A CN200610145268 A CN 200610145268A CN 1997060 A CN1997060 A CN 1997060A
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Abstract
This invention relates to one method and system to get index in communication field, which comprises the following steps: analyzing the statistic index relative formulas and determining each index set formula each item and all logic relations; according to each item, determining charge affairs on the index match formula; according to each item logic relation, making statistics of each qualified charge affairs to get the index.
Description
Technical field
The present invention relates to the communications field, relate to a kind of method and indicator-specific statistics system that obtains index especially.
Background technology
Telecommunication service operation support system (Business and Operation Support System, abbreviation BOSS) be unified in the face of the client, in the face of telecom operators, it has merged business support system (BusinessSupport System, be called for short BSS) and OSS (Operation Support System, be called for short OSS), be a comprehensive service operation and management platform, also be the comprehensive management platform that has really merged Traditional IP data service and mobile value-added service simultaneously.
The BOSS system is the back-up system that integrated, the information resources of telecom operators are shared, and it mainly contains network management, system management, charging, business, account and customer service etc. partly forms, and combines by unified bus between system.It can not only help to determine the developing direction of system when helping operator's formulation to meet the OSS of oneself requirement, can also help the integration standard of user's brakstaff, improves user's service level.
During functions such as the channel management reward calculating of realization BOSS system, big customer's statistical analysis, need add up data such as user's ticket, bills, these statistics speed are slow, time of implementation is long, if directly based on the intrasystem base data table of BOSS, in the BOSS system, carry out, will have a strong impact on the regular traffic performance of BOSS system.Therefore need set up independently report form statistics data system for the BOSS system.This report form statistics data system reads data files such as the ticket that offers operation analysis system, bill, subscriber data from the BOSS system, and these data files are carried out ASSOCIATE STATISTICS, obtain the needed base values data of BOSS system such as channel, big customer, and these statisticss are inputed to the BOSS system, use for the BOSS system.These data are the data bases that form channel, big customer's form.
The traditional statistical method that forms these indicator-specific statistics data is that in advance with the form of static code, setting forms the index allocation formula of this index, uses this index allocation formula that each index is carried out man-to-man statistics to each index.But, when the professional change of index, must revise the index allocation formula that forms this index, just need to revise the code of the index allocation formula that forms this index; And, also may be according to actual conditions, also need to change for code dependent other codes of the index allocation formula of this index; If exist index invalid or temporary transient when useless, still there is accordingly index allocation formula one to one, system will continue it is handled, and cause system resource waste.
Simultaneously, in traditional statistical method,, check which data can be used in the existing system, if available then directly obtain to the current business that will add up; If unavailable, need be at the target setting index allocation formula of these data, also promptly need to develop code, with the data result that obtains to require at the index allocation formula of the index of these data.Promptly each a new business data needs statistics, all need again the target setting index allocation formula at these data, and exploitation is at the code of the index allocation formula of the index of these data.Yet, in actual applications, new business always constantly occurs, if every new business, just increase corresponding index allocation formula, the code of development index allocation formula will influence the reliability of system greatly, especially when the lot of data statistical demand, it also is a large amount of needing the code of the index allocation formula of modification, this brings huge hidden danger must for the stability of system, can increase the error rate of system greatly, influences the degree of belief of user to system.And this makes that also the maintenance workload of system is huge, causes the huge waste of human and material resources resource.
Summary of the invention
The invention provides a kind of method of obtaining index, the flexibility that has improved indicator-specific statistics.
The present invention also provides a kind of indicator-specific statistics system, the flexibility that has improved indicator-specific statistics system statistics index.
The method of obtaining index provided by the present invention comprises:
The index allocation formula of statistical indicator correspondence is treated in parsing, each former subitem in the described index allocation formula of definite formation and the logical relation between described each former subitem;
According to described each former subitem, determine to meet the charging event of described index allocation formula;
According to the logical relation between described each former subitem, the charging event that statistics meets described index allocation formula obtains described index.
In the method for the invention, alternatively, described method further comprises:
Described index is stored in the database.
In the method for the invention, alternatively, the user is based on predetermined syntax rule, in the described index allocation formula of system configuration interface configurations.
In the method for the invention, alternatively, the configuration of described index allocation formula specifically comprises:
Configuration constitutes each former subitem of described index allocation formula;
According to the logical relation between described each former subitem, construct described index allocation formula.
In the method for the invention, alternatively, described index allocation formula also comprises static parameter, before the described index allocation formula of structure, further comprises:
Revise described static parameter;
Further comprise afterwards in each former subitem and the logical relation between described each former subitem determining to constitute in the described index allocation formula:
Determine the logical relation between described each former subitem and the described static parameter;
When statistics meets the charging event of described index allocation formula, further add up according to the logical relation between described each former subitem and the described static parameter.
In the method for the invention, alternatively, the service regeulations engine is resolved described index allocation formula.
Indicator-specific statistics provided by the present invention system comprises:
The index dispensing unit is used for disposing the index allocation formula for the user;
Resolution unit is used to resolve the index allocation formula that described index dispensing unit disposes, each former subitem in the described index allocation formula of definite formation and the logical relation between described each former subitem;
The charging event determining unit is used for described each former subitem definite according to described resolution unit, determines to meet the charging event of described index allocation formula;
The indicator-specific statistics unit, the logical relation between each the former subitem that is used for determining according to described resolution unit is added up the charging event that described charging event determining unit is determined, obtains described index.
In the system of the present invention, alternatively, described indicator-specific statistics system further comprises:
Index library storage unit is used to store the index that described indicator-specific statistics unit obtains.
In the system of the present invention, alternatively, described index dispensing unit comprises:
Former subitem dispensing unit is used for disposing each the former subitem that constitutes described index allocation formula for the user;
Concern dispensing unit, be used for disposing logical relation between described each former subitem for the user.
In the system of the present invention, alternatively, described index dispensing unit further comprises:
Static parameter is revised the unit, is used for constituting for user's modification the static parameter of described index allocation formula;
Described resolution unit is further used for the logical relation between definite each former subitem and the described static parameter;
Described indicator-specific statistics unit is further used for each the former subitem determined according to described resolution unit and the logical relation between the described static parameter, determines to meet the charging event of described index allocation formula;
Described indicator-specific statistics unit is further used for each the former subitem determined according to described resolution unit and the logical relation between the described static parameter, adds up described charging event.
In the system of the present invention, alternatively, described index resolution unit is a regulation engine.
As can be seen from the above technical solutions, because the method for obtaining index provided by the invention comprises the parsing of index allocation formula in implementation procedure, make that the index allocation formula is not limited to set in advance with the form of code, but can dynamically set according to actual needs, the index allocation formula that after configuration, is disposed by parsing, change into logical relation and former subitem (attribute that comprises former subitem) that statistical processing system can be discerned, and carry out corresponding statistical disposition according to this logical relation and former subitem, obtain the index result.The inventive method has solved system in terms of existing technologies because of business changes the problem that causes the flexibility deficiency, has improved the automaticity of indicator-specific statistics, has strengthened the flexibility of indicator-specific statistics, and has reduced maintenance workload effectively.
As seen from the above, because indicator-specific statistics of the present invention system comprises the index dispensing unit that is used for dynamically setting according to actual needs for the user index allocation formula, and be used for the index allocation formula that this index dispensing unit is set is resolved to the logical relation that can discern the indicator-specific statistics unit and the resolution unit of definition, the indicator-specific statistics unit carries out statistical disposition according to logical relation and definition that this resolution unit is resolved, obtain the index result, this indicator-specific statistics system makes the allocation formula of index to dynamically arrange as required, and can be configured with the grammer that the user is convenient to understand, and not necessarily preestablish with the form of static code, in terms of existing technologies, the system that solved changes the problem that causes the flexibility deficiency because of business, improved the automaticity of indicator-specific statistics, strengthen the flexibility of indicator-specific statistics, and reduced maintenance workload effectively.
Description of drawings
Fig. 1 is the schematic flow sheet of the method for obtaining index of embodiment 1;
Fig. 2 is for obtaining the method flow schematic diagram of the charging event set that needs statistical indicator among the embodiment 1;
Fig. 3 is the structural representation of the indicator-specific statistics system of embodiment 2;
Fig. 4 is the structural representation of the indicator-specific statistics system of embodiment 3.
Embodiment
The method of obtaining index that the embodiment of the invention provides comprises: resolve the index allocation formula for the treatment of the statistical indicator correspondence, each former subitem in the described index allocation formula of definite formation and the logical relation between described each former subitem; According to described each former subitem, determine to meet the charging event of described index allocation formula; According to the logical relation between described each former subitem, the charging event that statistics meets described index allocation formula obtains described index.
In order to make those skilled in the art better understand content of the present invention, content of the present invention is described in detail below in conjunction with accompanying drawing and specific embodiment.
Embodiment 1:
Figure is the schematic flow sheet of the method for obtaining index of present embodiment, and as shown in Figure 1, this method comprises:
Step 101: configuration index allocation formula.
If the index allocation formula of the current index correspondence that needs statistics is pre-configured, then need not carry out this step and directly execution in step 102 get final product.
If the current index that needs statistics is owing to business change or the configuration in addition of other reason, the user can be according to actual needs, and the foreground configuration interface that provides in system disposes the implementation method of the index of required statistics, i.e. index allocation formula.In the BOSS system, index is meant will add up professional detailed, corresponding one or several data statistics items of each index and statistics value, each index has: the attributes such as service feature that refer to label, index name, index allocation formula, indicator-specific statistics result items.And the index allocation formula is called index configuration expression formula or index processing rule again, and it has stipulated the processing method of index.Allocation formula is by formations such as former subitem (attribute that comprises former subitem), static parameter set, expression solution symbol, processing functions.Can allow system identification go out current index by allocation formula which type of service feature is arranged.
Usually, the user is based on the formula configuration of certain syntax rule to the configuration of index allocation formula.The index allocation formula is by former subitem (attribute that comprises each former subitem) and constitute logical relation between each former subitem of this index, and the user can be by disposing each former subitem and disposing logical relation between each former subitem, the configuration of the allocation formula that hits the target.Wherein the attribute of former subitem is the mapping relations between charging event field and the former subservice, and the set of charging event field has also constituted charging event.And above-mentioned logical relation generally shows as: formula operator or the processing function of finishing certain logical operation are realized.Such as: certain index item (needing a certain Xiang Gu in the statistical indicator) need be added up the duration total value of termination number beginning section for " 139 " (be somebody's turn to do " termination number starts section and is " 139 " " and represented former subitem attribute), the service feature of this index has been stipulated: (function of certain character string front three is obtained in " front three " representative to (telephone number) front three for the expression formula of " 139 ", as the Substr function, left number etc.).
If the current index that need add up need be used the static parameter of operation system, and need make amendment to the static parameter of system and the effect of this parameter in index the time, then when configuration index allocation formula, also revise this static parameter, and the logical relation of this static parameter and each former subitem, the configuration of the allocation formula that hits the target be set further.Static parameter is that the indicator-specific statistics system is according to the fixing service parameter of service feature, such as the index item explanation etc., this static parameter and this static parameter generally can often not change in the effect (logical relation by this static parameter and each former subitem indicates) of statistical indicator.
Step 102: resolve the index allocation formula.
General, for the ease of user configuration with reduce user configured error rate, the user adopts at the foreground configuration interface and is easy to natural language or the object oriented language understood by people, based on certain grammar rule input pointer allocation formula, therefore, can be for the ease of the common application user according to actual business requirement, dynamically carry out the configuration of index allocation formula, and make statistical processing system to do respective handling according to user's configuration, need at first to resolve this user configured allocation formula, user configured allocation formula is converted into the element set that statistical processing system can be discerned, set of relationship, Business Processing mapping set etc.
Because the variation of business demand and business game causes the dynamic change of index allocation formula, in order to satisfy dynamic parsing demand, can use independently the dynamically rule process engine of Command Line Parsing rule, resolves user configured index allocation formula.
Step 103: obtain the charging event set that needs statistical indicator.
Statistically, charging event can be regarded as an element of data geometry, i.e. a data file record.General in the BOSS system, it is made up of the chargeable time field.
The specific implementation of this step is flow process as shown in Figure 2, and as shown, step 103 may further comprise the steps:
Step 1031: read the charging event that needs in the statistics file.
Inquiry needs the statistics file, read charging event (i.e. record), carrying out field according to every attribute of charging event (such as type, title, length, original position etc. in charging event) splits, obtain constituting each chargeable time field of this charging event, claim former subitem (being each field) again.Such as: the telephone expenses charging event is made up of calling number, called number, user number, expense, session field, these independently field be configured to the charging event field, be called former subitem again.
Step 1032:, judge whether current charging event field satisfies the relation that indicates in the index allocation formula, if then execution in step 1033 according to index; Otherwise execution in step 1034.
According to each former subitem (attribute that comprises former subitem) dealing with relationship in the index allocation formula that the user sets, obtain the processing method of each the former subitem in this charging event.And the logical relation by each the former subitem in the user configured index allocation formula, judge that the terms and conditions whether each the former subitem processing in the current charging event is satisfied in the index allocation formula concerns, if satisfy, represent that then current charging event meets the current service feature that needs statistical indicator, execution in step 1033; Otherwise execution in step 1034.
Step 1033: the memory cache of this charging event that meets the service feature of index being put into current index.
This charging event that meets the service feature of index is included in the current indicator-specific statistics set.
Because in general index treatment system, memory size has certain restriction, and the data volume that will add up may be very big, in this case, in order to save the internal memory spending, a certain amount of processing can be finished, after the memory cache that charging event occupies reaches certain capacity, charging event in the memory cache is stored in the form, continue follow-up processing again.
Step 1034: judge whether next index to be added up in addition, if, continue then to judge whether current charging event field satisfies the service feature of the index of the sign in the index allocation formula of next index correspondence, and this charging event that meets the service feature of index is put into the memory cache of current index; Otherwise, execution in step 1035.
Judge the index to be added up that whether also has other in the index to be added up, if also have, continue to judge whether current charging event field satisfies the service feature of the index that indicates in the index allocation formula of next index correspondence, and this charging event that meets index is put into the memory cache of current index; If no, execution in step 1035.
Step 1035: judging needs to also have next charging object in the statistics file, if then read the charging event that needs in the statistics file, and carry out follow-up processing; Otherwise execution in step 1036.
After the statistical indicator that remains finishes at the processing (step 1031 is to step 1034) of current charging event, judging needs whether also have untreated charging event in the statistics file, if, return step 1031, read next charging event; Otherwise execution in step 1036.
Step 1036: obtain the charging event set that each needs statistical indicator to conclude.
If after the statistical indicator that remains handles (step 1031 is to step 1035) and all finishes at all charging event in the need statistics file, obtained gathering for each charging event that needs statistical indicator to conclude.
Step 104: statistical indicator.
According to resulting each the charging event set that needs statistical indicator to conclude of step 103, carry out corresponding data statistics according to the index allocation formula of each index item that need add up, obtain the statistics of each index item.
So far obtain needing the index result of statistics, but supply with further business statistics and use, so continuation execution in step 105 in order to make the index result of statistics can be used as the base values data.
Step 105: the index result who is added up is stored warehouse-in.
Depositing the result in database can carry out based on the base values data in this database for follow-up further statistics, to reduce the processing redundancy of follow-up statistics, if follow-up statistics can be carried out as basic data based on the existing statistics of this database simultaneously, also help reducing the probability of error in data.
Therefore, present embodiment is when realizing indicator-specific statistics, allow user's configuration and input pointer allocation formula, by resolving the index allocation formula of user's input, change into computer and can discern relation and former subitem (attribute of former subitem), make the foreground be configured in the reality that is treated as on backstage, improved the automaticity of indicator-specific statistics, the system that solved changes the problem that causes the flexibility deficiency because of business, and the flexibility that has improved indicator-specific statistics has reduced maintenance workload effectively.
Embodiment 2:
Present embodiment is specifically described a kind of more excellent structure of indicator-specific statistics system provided by the present invention, and as shown in Figure 3, the system of present embodiment comprises:
For the ease of user configuration with reduce user configured error rate, make that the configuration of the former subitem of composing indexes allocation formula and function is relatively independent.This index dispensing unit comprises former subitem dispensing unit 3011 and concerns dispensing unit 3012.
Former subitem dispensing unit 3011 is used for supplying the user to dispose the former subitem of composing indexes allocation formula.The attribute representation of former subitem the mapping relations between charging event field and the former subservice, the set of charging event field has also constituted charging event.
In order to better meet the dynamic change of business demand, the strong regulation engine of general employing flexibility realizes resolving the dissection process function of user configured index allocation formula as this resolution unit 302.
Charging event determining unit 303, be used for the described former subitem determined according to resolution unit 302, each charging event in the statistics file is treated in inquiry, determines to meet the charging event of described index allocation formula, promptly meet the charging event for the treatment of that statistical indicator requires, form the charging event set.
Indicator-specific statistics unit 304, the logical relation between each the former subitem that is used for determining according to resolution unit 302, the charging event that statistics charging event determining unit 303 is determined obtains the indicator-specific statistics result.
Index library storage unit 306 is used to store the index that described indicator-specific statistics unit obtains.
Indicator-specific statistics unit 304 finish the statistics obtain statistics after, the index result can be stored in the index library storage unit 306, so that follow-up further statistics can be carried out based on the base values data of these indicator-specific statistics unit 304 storages, help reducing the processing redundancy of follow-up statistical computation, reduce data error rate.
Therefore, because the described indicator-specific statistics of embodiment of the invention system comprises the index dispensing unit 301 that is used for importing for the user index allocation formula that is disposed, resolve this user configured index allocation formula by resolution unit 302, resolve to change into computer can discern the relation and former subitem (attribute), make the foreground be configured in the reality that is treated as on backstage, improved the automaticity of indicator-specific statistics, the system that solved changes the problem that causes the flexibility deficiency because of business, improve the flexibility of indicator-specific statistics, reduced maintenance workload effectively.
Simultaneously, the index dispensing unit is divided into: be used for disposing the former subitem dispensing unit 3011 of the former subitem that constitutes described index allocation formula and being used for concerning dispensing unit 3012 for what the user disposed the processing function that constitutes described index allocation formula for the user, make that former subitem configuration and function configuration are relatively independent, make things convenient for the user to dispose the index allocation formula.
Embodiment 3:
Figure 4 shows that the structural representation of the indicator-specific statistics system of present embodiment, as shown, present embodiment is for embodiment 2, and the index dispensing unit 305 of the indicator-specific statistics system of present embodiment is with respect to the index dispensing unit 301 among the embodiment 2, and index dispensing unit 305 further comprises:
Static parameter is revised unit 3013, is used for constituting for user's modification the static parameter of described index allocation formula.
Because index dispensing unit 305 further comprises static parameter and revises unit 3013, make when the static parameter of needs change composing indexes allocation formula, the user can revise unit 3013 in this static parameter and revise former static parameter, dispose new static parameter, maximum possible make indicator-specific statistics more flexible, have more configurability.
More than a kind of method and indicator-specific statistics system that obtains index that the embodiment of the invention provided is described in detail, used specific case herein principle of the present invention and execution mode are set forth, the explanation of above embodiment just is used for helping to understand method of the present invention and core thereof; Simultaneously, for one of ordinary skill in the art, according to core of the present invention, the part that all can change in specific embodiments and applications, in sum, this description should not be construed as limitation of the present invention.
Claims (11)
1, a kind of method of obtaining index is characterized in that, comprising:
The index allocation formula of statistical indicator correspondence is treated in parsing, each former subitem in the described index allocation formula of definite formation and the logical relation between described each former subitem;
According to described each former subitem, determine to meet the charging event of described index allocation formula;
According to the logical relation between described each former subitem, the charging event that statistics meets described index allocation formula obtains described index.
2, the method for obtaining index according to claim 1 is characterized in that, described method further comprises:
Described index is stored in the database.
3, the method for obtaining index according to claim 1 and 2 is characterized in that, the user is based on predetermined syntax rule, in the described index allocation formula of system configuration interface configurations.
4, the method for obtaining index according to claim 3 is characterized in that, the configuration of described index allocation formula specifically comprises:
Configuration constitutes each former subitem of described index allocation formula;
According to the logical relation between described each former subitem, construct described index allocation formula.
5, the method for obtaining index according to claim 4 is characterized in that, described index allocation formula also comprises static parameter, before the described index allocation formula of structure, further comprises:
Revise described static parameter;
Further comprise afterwards in each former subitem and the logical relation between described each former subitem determining to constitute in the described index allocation formula:
Determine the logical relation between described each former subitem and the described static parameter;
When statistics meets the charging event of described index allocation formula, further add up according to the logical relation between described each former subitem and the described static parameter.
6, according to claim 1, the 2 described methods of obtaining index, it is characterized in that the service regeulations engine is resolved described index allocation formula.
7, a kind of indicator-specific statistics system is characterized in that, comprising:
The index dispensing unit is used for disposing the index allocation formula for the user;
Resolution unit is used to resolve the index allocation formula that described index dispensing unit disposes, each former subitem in the described index allocation formula of definite formation and the logical relation between described each former subitem;
The charging event determining unit is used for described each former subitem definite according to described resolution unit, determines to meet the charging event of described index allocation formula;
The indicator-specific statistics unit, the logical relation between each the former subitem that is used for determining according to described resolution unit is added up the charging event that described charging event determining unit is determined, obtains described index.
8, indicator-specific statistics according to claim 7 system is characterized in that, described indicator-specific statistics system further comprises:
Index library storage unit is used to store the index that described indicator-specific statistics unit obtains.
9, according to claim 7 or 8 described indicator-specific statistics systems, it is characterized in that described index dispensing unit comprises:
Former subitem dispensing unit is used for disposing each the former subitem that constitutes described index allocation formula for the user;
Concern dispensing unit, be used for disposing logical relation between described each former subitem for the user.
10, indicator-specific statistics according to claim 9 system is characterized in that described index dispensing unit further comprises:
Static parameter is revised the unit, is used for constituting for user's modification the static parameter of described index allocation formula;
Described resolution unit is further used for the logical relation between definite each former subitem and the described static parameter;
Described indicator-specific statistics unit is further used for each the former subitem determined according to described resolution unit and the logical relation between the described static parameter, determines to meet the charging event of described index allocation formula;
Described indicator-specific statistics unit is further used for each the former subitem determined according to described resolution unit and the logical relation between the described static parameter, adds up described charging event.
11, according to claim 7 or 8 described indicator-specific statistics systems, it is characterized in that described index resolution unit is a regulation engine.
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101272282B (en) * | 2008-04-28 | 2010-08-25 | 中国移动通信集团设计院有限公司 | Method and device for service data statistics |
| CN101595812B (en) * | 2009-06-26 | 2011-02-02 | 中国农业科学院农业资源与农业区划研究所 | Method for acquiring crop harvest index |
| CN104252443A (en) * | 2013-06-28 | 2014-12-31 | 腾讯科技（深圳）有限公司 | Report generation method and device |
| CN104978305A (en) * | 2014-04-08 | 2015-10-14 | 无锡兰霖网络科技有限公司 | Intelligent computation method of statistical index on the basis of complex function formula |
| CN105653542A (en) * | 2014-11-10 | 2016-06-08 | 阿里巴巴集团控股有限公司 | Service analysis method and device |
| CN107506916A (en) * | 2017-08-15 | 2017-12-22 | 上海数聚软件系统股份有限公司 | A kind of enterprise operation Warning System based on index |
| CN110851766A (en) * | 2019-11-08 | 2020-02-28 | 山东浪潮通软信息科技有限公司 | Evaluation method for flexibly configuring analysis system |
-
2006
- 2006-11-24 CN CN 200610145268 patent/CN1997060A/en active Pending
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101272282B (en) * | 2008-04-28 | 2010-08-25 | 中国移动通信集团设计院有限公司 | Method and device for service data statistics |
| CN101595812B (en) * | 2009-06-26 | 2011-02-02 | 中国农业科学院农业资源与农业区划研究所 | Method for acquiring crop harvest index |
| CN104252443A (en) * | 2013-06-28 | 2014-12-31 | 腾讯科技（深圳）有限公司 | Report generation method and device |
| CN104978305A (en) * | 2014-04-08 | 2015-10-14 | 无锡兰霖网络科技有限公司 | Intelligent computation method of statistical index on the basis of complex function formula |
| CN105653542A (en) * | 2014-11-10 | 2016-06-08 | 阿里巴巴集团控股有限公司 | Service analysis method and device |
| CN107506916A (en) * | 2017-08-15 | 2017-12-22 | 上海数聚软件系统股份有限公司 | A kind of enterprise operation Warning System based on index |
| CN110851766A (en) * | 2019-11-08 | 2020-02-28 | 山东浪潮通软信息科技有限公司 | Evaluation method for flexibly configuring analysis system |
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