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CN104077371B - The method and system of monitor database abnormal data - Google Patents

The method and system of monitor database abnormal data Download PDF

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Publication number
CN104077371B
CN104077371B CN201410285073.XA CN201410285073A CN104077371B CN 104077371 B CN104077371 B CN 104077371B CN 201410285073 A CN201410285073 A CN 201410285073A CN 104077371 B CN104077371 B CN 104077371B
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abnormal data
data
abnormal
database
model
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CN104077371A (en
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艾跃虎
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You Pu Information Technology Co Ltd Of Ufsoft
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You Pu Information Technology Co Ltd Of Ufsoft
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/242Query formulation
    • G06F16/2433Query languages
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/21Design, administration or maintenance of databases

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  • Theoretical Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Debugging And Monitoring (AREA)

Abstract

The present invention provides a kind of methods of monitor database abnormal data, comprising: the customized abnormal data model of user;Based on abnormal data model, starts abnormal data supervisor engine, output data is stored in database;It is handled according to the abnormal conditions of the output data of abnormal data supervisor engine.The present invention also provides a kind of systems of monitor database abnormal data.According to the technical solution of the present invention, it can be on the basis of existing monitor database abnormal data mode, it makes full use of single object type to complete the monitor database abnormal data of more object types, establishes general, the unified monitoring thinking towards complex object monitor database abnormal data that more object types participate in.

Description

The method and system of monitor database abnormal data
Technical field
The present invention relates to field of computer technology, and in particular, to a kind of method and one of monitor database abnormal data The system of kind monitor database abnormal data.
Background technique
In software systems, reporting an error is a kind of mode of prompt user correction faulty operation.In most cases, user It can be adjusted according to error message, to solve the problems, such as.But for some Statistical mistakes, user can not pass through mistake Information obtains solution to the problem.In this case, usually there are two types of modes to handle:
(1) user needs to comb the process of entire business from the beginning, the information of each flow nodes require carefully into Row compares, and is possible to the reason of knowing problem.This mode requires user to possess business experience abundant and enough patience, And in many cases, irreversible due to much operating even if the reason of having navigated to problem, cause final problem that can not solve Certainly.
(2) the developer for seeking system carrys out orientation problem, and this mode usually requires to give software supplier's delivery service Take, and since developer may need immediate operand according to library, it is thus possible to which there are the leakages of confidential data.Meanwhile and (1), since problem has occurred and that, the data of mistake can not restored mode, cause final problem that can not solve.
After all, it is only just found before mistake occurs and solves just can really guarantee system in abnormal feelings Robustness under condition, it is therefore desirable to which user is helped to find and solve the problems, such as in time.
Therefore, it is necessary to a kind of technologies of new monitor database abnormal data, can be abnormal in existing monitor database On the basis of data mode, makes full use of single object type to complete the monitor database abnormal data of more object types, establish multipair General, the unified monitoring thinking towards complex object monitor database abnormal data participated in as type.
Summary of the invention
The present invention is based on the above problems, proposes a kind of technology of new monitor database abnormal data, Ke Yi On the basis of existing monitor database abnormal data mode, single object type is made full use of to complete the monitoring data of more object types Library abnormal data establishes general, the unified monitoring towards complex object monitor database abnormal data that more object types participate in Thinking.
In view of this, the invention proposes a kind of methods of monitor database abnormal data, comprising: step 102: user is certainly Define abnormal data model;Step 104: being based on abnormal data model, start abnormal data supervisor engine, output data is stored in Database;Step 106: being handled according to the abnormal conditions of the output data of abnormal data supervisor engine.In the technical solution In, by defining abnormal data, amendment database avoids the generation of mistake, user can be helped to find and solve the problems, such as in time.
In the above-mentioned technical solutions, it is preferable that the step 102 specifically includes: the monitoring pair that user passes through setting model As being monitored to specify to which table in database;Monitoring condition is set according to the field of table, and abnormal data monitoring is drawn The abnormal data inquired in database is held up according to these contents;And user defines the execution class of abnormal data supervisor engine Type, control opportunity and control mode.In the technical scheme, user is realized by defining these models to database data Monitoring.
In the above-mentioned technical solutions, it is preferable that the step 104 specifically includes: determining monitoring objective, engine is in load mould Corresponding table name is obtained according to the monitored object being arranged in model to metadata layer after type;Metadata layer has recorded upper layer entity Mapping relations between underlying database table;Determine monitoring condition, engine according in model condition and previous step obtain Database table name be spliced into a complete OQL sentence, give OQL compiler compiling;OQL sentence is compiled, is compiled by OQL Device is by OQL statement translation at SQL statement for data base call.In the technical scheme, by the monitor mode of this automation, User can timely check some potential problems, while can be modified to these wrong data.
In the above-mentioned technical solutions, it is preferable that the step 106 specifically includes: when the output of abnormal data supervisor engine Data return to abnormal data supervisor engine when needing circular treatment there is no when exception.
In the above-mentioned technical solutions, it is preferable that the step 106 is specific further include: defeated when abnormal data supervisor engine Data are deposited when abnormal out, and abnormal data essential information persistence concurrent message is notified user, is returned when needing circular treatment Return abnormal data supervisor engine;And the information for showing persistence treated abnormal data and abnormal data display interface, It is stored in abnormal data information together.It in the technical scheme, can be to avoid after follow-up process have executed, due to close coupling state The problem of can not retracting.
According to a further aspect of the invention, it is also proposed that a kind of system of monitor database abnormal data, comprising: abnormal Data model custom block is used for the customized abnormal data model of user;Abnormal data supervisor engine module, for based on different Regular data model starts abnormal data supervisor engine, output data is stored in database;Result treatment module, for according to different The abnormal conditions of the output data of regular data supervisor engine are handled.In the technical scheme, it by defining abnormal data, repairs Correction data library avoids the generation of mistake, and user can be helped to find and solve the problems, such as in time.
In the above-mentioned technical solutions, it is preferable that the customized abnormal data of the abnormal data model custom block user The operation of model, specifically includes: user is supervised by the way that the monitored object of model is arranged come specified which table in database Control;Monitoring condition is set according to the field of table, and abnormal data supervisor engine is inquired different in database according to these contents Regular data;And user defines execution type, control opportunity and the control mode of abnormal data supervisor engine.In the technical side In case, user realizes the monitoring to database data by defining these models.
In the above-mentioned technical solutions, it is preferable that the abnormal data supervisor engine module starts abnormal data supervisor engine Operation, specifically include: determining monitoring objective, engine is after stress model according to the monitored object being arranged in model to metadata Layer obtains corresponding table name;Metadata layer has recorded the mapping relations between upper layer entity and underlying database table;Determine prison Control condition, engine according in model condition and the obtained database table name of previous step be spliced into a complete OQL sentence, Give the compiling of OQL compiler;Compile OQL sentence, by OQL compiler by OQL statement translation at SQL statement for database tune With.In the technical scheme, by the monitor mode of this automation, user can timely be arranged some potential problems It looks into, while can be modified to these wrong data.
In the above-mentioned technical solutions, it is preferable that the result treatment module is according to the output number of abnormal data supervisor engine According to the operation that is handled of abnormal conditions, specifically include: when the output data of abnormal data supervisor engine there is no it is abnormal when, Abnormal data supervisor engine is returned when needing circular treatment.
In the above-mentioned technical solutions, it is preferable that the result treatment module is according to the output number of abnormal data supervisor engine According to the operation that is handled of abnormal conditions, specifically include:, will when the output data of abnormal data supervisor engine is deposited when abnormal Abnormal data essential information persistence concurrent message notifies user, and abnormal data supervisor engine is returned when needing circular treatment; And the information for showing persistence treated abnormal data and abnormal data display interface, it is stored in abnormal data letter together Breath.In the technical scheme, can be to avoid that can not be retracted after follow-up process has executed due to close coupling state the problem of.
By above technical scheme, list can be made full use of on the basis of existing monitor database abnormal data mode Object type completes the monitor database abnormal data of more object types, establishes supervising towards complex object for more object types participations General, the unified monitoring thinking of measured data library abnormal data.
Detailed description of the invention
Fig. 1 shows the flow chart of the method for the monitor database abnormal data of embodiment according to the present invention;
Fig. 2 shows the detail flowcharts of the method for the monitor database abnormal data of embodiment according to the present invention;
Fig. 3 shows the flow chart of the abnormal data supervisor engine of embodiment according to the present invention;
Fig. 4 shows the block diagram of the system of the monitor database abnormal data of embodiment according to the present invention.
Specific embodiment
To better understand the objects, features and advantages of the present invention, with reference to the accompanying drawing and specific real Applying mode, the present invention is further described in detail.It should be noted that in the absence of conflict, the implementation of the application Feature in example and embodiment can be combined with each other.
In the following description, numerous specific details are set forth in order to facilitate a full understanding of the present invention, still, the present invention may be used also To be implemented using other than the one described here other modes, therefore, protection scope of the present invention is not by described below Specific embodiment limitation.
Fig. 1 shows the flow chart of the method for the monitor database abnormal data of embodiment according to the present invention.
As shown in Figure 1, the method for the monitor database abnormal data of embodiment according to the present invention, comprising: step 102: The customized abnormal data model of user;Step 104: being based on abnormal data model, start abnormal data supervisor engine, number will be exported According to deposit database;Step 106: being handled according to the abnormal conditions of the output data of abnormal data supervisor engine.In the skill In art scheme, by defining abnormal data, amendment database avoids the generation of mistake, user can be helped to find and solve in time Problem.
In the above-mentioned technical solutions, it is preferable that step 102 specifically includes: user by be arranged model monitored object come Specified which table in database is monitored;Monitoring condition, abnormal data supervisor engine root are set according to the field of table The abnormal data in database is inquired according to these contents;And user defines the execution type of abnormal data supervisor engine, control Opportunity processed and control mode.In the technical scheme, user realizes the monitoring to database data by defining these models.
In the above-mentioned technical solutions, it is preferable that as shown in figure 3, step 104 specifically includes: determining that monitoring objective, engine exist Corresponding table name is obtained according to the monitored object being arranged in model to metadata layer after stress model;Metadata layer has recorded Mapping relations between layer entity and underlying database table;Determine monitoring condition, engine is according to the condition and previous step in model Suddenly the database table name obtained is spliced into a complete OQL sentence, gives the compiling of OQL compiler;OQL sentence is compiled, is passed through OQL compiler is by OQL statement translation at SQL statement for data base call.In the technical scheme, pass through the prison of this automation Prosecutor formula, user can timely check some potential problems, while can be modified to these wrong data.
In the above-mentioned technical solutions, it is preferable that as shown in Fig. 2, step 106 specifically includes: when abnormal data supervisor engine Output data there is no it is abnormal when, abnormal data supervisor engine is returned when needing circular treatment.
In the above-mentioned technical solutions, it is preferable that as shown in Fig. 2, step 106 is specific further include: when abnormal data monitoring is drawn The output data held up is deposited when abnormal, and abnormal data essential information persistence concurrent message is notified user, is being needed at circulation Abnormal data supervisor engine is returned when reason;And persistence treated abnormal data and abnormal data display interface are shown Information, together be stored in abnormal data information.It in the technical scheme, can be to avoid after follow-up process have executed, due to strong The problem of couple state can not retract.
Fig. 4 shows the block diagram of the system of the monitor database abnormal data of embodiment according to the present invention.
As shown in figure 4, the system 200 of the monitor database abnormal data of embodiment according to the present invention, comprising: abnormal number According to model custom block 202, it to be used for the customized abnormal data model of user;Abnormal data supervisor engine module 204 is used for base In abnormal data model, starts abnormal data supervisor engine, output data is stored in database;Result treatment module 206, is used for It is handled according to the abnormal conditions of the output data of abnormal data supervisor engine.In the technical scheme, abnormal by definition Data, amendment database avoid the generation of mistake, user can be helped to find and solve the problems, such as in time.
In the above-mentioned technical solutions, it is preferable that the customized abnormal data mould of 202 user of abnormal data model custom block The operation of type, specifically includes: user is monitored by the way that the monitored object of model is arranged come specified which table in database; Monitoring condition is set according to the field of table, and abnormal data supervisor engine inquires the abnormal number in database according to these contents According to;And user defines execution type, control opportunity and the control mode of abnormal data supervisor engine.In the technical scheme, User realizes the monitoring to database data by defining these models.
In the above-mentioned technical solutions, it is preferable that abnormal data supervisor engine module 204 starts abnormal data supervisor engine Operation, specifically includes: determining monitoring objective, engine is after stress model according to the monitored object being arranged in model to metadata layer Obtain corresponding table name;Metadata layer has recorded the mapping relations between upper layer entity and underlying database table;Determine monitoring Condition, engine according in model condition and the obtained database table name of previous step be spliced into a complete OQL sentence, hand over It is compiled to OQL compiler;Compile OQL sentence, by OQL compiler by OQL statement translation at SQL statement for data base call. In the technical scheme, by the monitor mode of this automation, user can timely be checked some potential problems, It simultaneously can be modified to these wrong data.
In the above-mentioned technical solutions, it is preferable that result treatment module 206 is according to the output data of abnormal data supervisor engine The operation that is handled of abnormal conditions, specifically include: when the output data of abnormal data supervisor engine there is no it is abnormal when, It needs to return to abnormal data supervisor engine when circular treatment.
In the above-mentioned technical solutions, it is preferable that result treatment module 206 is according to the output data of abnormal data supervisor engine The operation that is handled of abnormal conditions, specifically include:, will be different when the output data of abnormal data supervisor engine is deposited when abnormal Regular data essential information persistence concurrent message notifies user, and abnormal data supervisor engine is returned when needing circular treatment;With And the information for showing persistence treated abnormal data and abnormal data display interface, it is stored in abnormal data information together. In the technical scheme, can be to avoid that can not be retracted after follow-up process has executed due to close coupling state the problem of.
Technical solution of the present invention has extensive versatility.Database is the foundation stone of most systems, is especially existed The field ERP, all business information can all store in the database.Under normal circumstances, database is for ordinary user Transparent, if will lead to user there are some abnormal datas in database there is mistake in operation.It is any to be based on database System these abnormal datas can be obtained using technical solution of the present invention, avoid mistake by correcting these data Generation.Technical solution of the present invention can help user to find and solve the problems, such as in time.
It needs to solve relative to original processing mode technical solution of the present invention: (1) how to define abnormal data, that is, build Start something different the model of regular data;(2) abnormal data how is obtained and stored, i.e., is sieved from database by user-defined model Select data and persistence;(3) how abnormal data is sent to user.
For example, with reference to Fig. 2, technical solution of the present invention is specific as follows:
(1) abnormal data model
Abnormal data model is the physical model being customized by the user, and user is realized pair by defining these models The monitoring of database data.User is monitored by the way that the monitored object of model is arranged come specified which table in database, Monitoring condition is set according to the field of table simultaneously, abnormal data supervisor engine is inquired different in database according to these contents Regular data.Model also includes that the following characteristic is customized for user simultaneously:
Execute type
Control opportunity
Control mode
(2) abnormal data supervisor engine, schematic diagram is referring to Fig. 3.
1. determining monitoring objective, engine is obtained after stress model according to the monitored object being arranged in model to metadata layer Corresponding table name.Metadata layer has recorded the mapping relations between upper layer entity and underlying database table.
2. determine monitoring condition, engine according in model condition and the obtained database table name of previous step be spliced into one A complete OQL sentence gives the compiling of OQL compiler.
3. compiling OQL sentence, OQL is the language of a type SQL in system, and language keyword and known fortune can be used Operator writes inquiry for the object of strong typing.OQL compiler is by OQL statement translation at SQL statement for data base call.
Technical solution of the present invention, by the monitor mode of this automation, user can timely potential be asked to some Topic is checked, while can be modified to these wrong data, is avoided after follow-up process has executed, due to close coupling shape The problem of state can not retract.
The technical scheme of the present invention has been explained in detail above with reference to the attached drawings, it is contemplated that not easy, system in the related technology One solution for complicated type monitor database abnormal data.Existing monitor database abnormal data is unable to complete The monitor database abnormal data process for thering is complicated type to participate in.Therefore, the invention proposes a kind of monitor database exception numbers According to method and a kind of system of monitor database abnormal data, can be on existing monitor database abnormal data mode basis On, it makes full use of single object type to complete the monitor database abnormal data of more object types, establishes what more object types participated in General, unified monitoring thinking towards complex object monitor database abnormal data.
The foregoing is only a preferred embodiment of the present invention, is not intended to restrict the invention, for the skill of this field For art personnel, the invention may be variously modified and varied.All within the spirits and principles of the present invention, made any to repair Change, equivalent replacement, improvement etc., should all be included in the protection scope of the present invention.

Claims (7)

1. a kind of method of monitor database abnormal data characterized by comprising
Step 102: the customized abnormal data model of user;
Step 104: being based on abnormal data model, start abnormal data supervisor engine, output data is stored in database;
Step 106: being handled according to the abnormal conditions of the output data of abnormal data supervisor engine;
The step 102 specifically includes:
User is monitored by the way that the monitored object of model is arranged come specified which table in database;
Monitoring condition is set according to the field of table, and abnormal data supervisor engine is inquired different in database according to these contents Regular data;And
User defines execution type, control opportunity and the control mode of abnormal data supervisor engine;
Regular data model
Abnormal data model is the physical model being customized by the user, and user is realized by defining these models to data The monitoring of library data;User is monitored by the way that the monitored object of model is arranged come specified which table in database, simultaneously Monitoring condition is set according to the field of table, and abnormal data supervisor engine inquires the abnormal number in database according to these contents According to;
(2) abnormal data supervisor engine
Determine monitoring objective, engine obtains corresponding table according to the monitored object being arranged in model to metadata layer after stress model Title;Metadata layer has recorded the mapping relations between upper layer entity and underlying database table;
2. determine monitoring condition, engine according in model condition and the obtained database table name of previous step be spliced into one it is complete Whole OQL sentence gives the compiling of OQL compiler;
3. compiling OQL sentence, OQL is the language of a type SQL in system, and language keyword and known operator can be used Inquiry is write for the object of strong typing;OQL compiler is by OQL statement translation at SQL statement for data base call;
The step 106 specifically includes:
When the output data of abnormal data supervisor engine is there is no when exception, when needing circular treatment, return abnormal data is monitored Engine;
The step 106 is specific further include:
When the output data of abnormal data supervisor engine is deposited when abnormal, abnormal data essential information persistence concurrent message is led to Know user, abnormal data supervisor engine is returned when needing circular treatment;And
The information that persistence treated abnormal data and abnormal data display interface is shown is stored in abnormal data letter together Breath.
2. the method for monitor database abnormal data according to claim 1, which is characterized in that the step 104 is specific Include:
Determine that monitoring objective, engine obtain after stress model according to the monitored object being arranged in model to metadata layer corresponding Table name;Metadata layer has recorded the mapping relations between upper layer entity and underlying database table;
Determine monitoring condition, engine according in model condition and the obtained database table name of previous step be spliced into one it is complete OQL sentence, give OQL compiler compiling;
Compile OQL sentence, by OQL compiler by OQL statement translation at SQL statement for data base call.
3. a kind of system for implementing monitor database abnormal data, which is characterized in that use monitoring data described in claim 1 The method of library abnormal data, the system for implementing monitor database abnormal data include:
Abnormal data model custom block is used for the customized abnormal data model of user;
Abnormal data supervisor engine module starts abnormal data supervisor engine, by output data for being based on abnormal data model It is stored in database;
Result treatment module, the abnormal conditions for the output data according to abnormal data supervisor engine are handled.
4. a kind of system for implementing monitor database abnormal data according to claim 3, which is characterized in that the exception The operation of the customized abnormal data model of data model custom block user, specifically includes:
User is monitored by the way that the monitored object of model is arranged come specified which table in database;
Monitoring condition is set according to the field of table, and abnormal data supervisor engine is inquired different in database according to these contents Regular data;And
User defines execution type, control opportunity and the control mode of abnormal data supervisor engine.
5. a kind of system for implementing monitor database abnormal data according to claim 3 or 4, which is characterized in that described Abnormal data supervisor engine module starts the operation of abnormal data supervisor engine, specifically includes:
Determine that monitoring objective, engine obtain after stress model according to the monitored object being arranged in model to metadata layer corresponding Table name;Metadata layer has recorded the mapping relations between upper layer entity and underlying database table;
Determine monitoring condition, engine according in model condition and the obtained database table name of previous step be spliced into one it is complete OQL sentence, give OQL compiler compiling;
Compile OQL sentence, by OQL compiler by OQL statement translation at SQL statement for data base call.
6. a kind of system for implementing monitor database abnormal data according to claim 5, which is characterized in that the result The operation that processing module is handled according to the abnormal conditions of the output data of abnormal data supervisor engine, specifically includes:
When the output data of abnormal data supervisor engine is there is no when exception, when needing circular treatment, return abnormal data is monitored Engine.
7. a kind of system for implementing monitor database abnormal data according to claim 6, which is characterized in that the result The operation that processing module is handled according to the abnormal conditions of the output data of abnormal data supervisor engine, specifically includes:
When the output data of abnormal data supervisor engine is deposited when abnormal, abnormal data essential information persistence concurrent message is led to Know user, abnormal data supervisor engine is returned when needing circular treatment;And
The information that persistence treated abnormal data and abnormal data display interface is shown is stored in abnormal data letter together Breath.
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Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104881256B (en) * 2015-06-05 2018-09-11 北京京东尚科信息技术有限公司 The method and apparatus being monitored for the availability to data source
CN106020913B (en) * 2016-06-06 2019-06-14 北京邮电大学 A method and device for updating a defect detection tool
CN106773993A (en) * 2017-01-04 2017-05-31 国网山东省电力公司菏泽供电公司 Field data acquiring terminal and system
CN108387794A (en) * 2018-01-09 2018-08-10 国网山东省电力公司滨州供电公司 A kind of electrical energy monitoring system
CN110866049A (en) * 2019-11-27 2020-03-06 北京明略软件系统有限公司 Target object type confirmation method and device, storage medium and electronic device
CN111581045B (en) * 2020-03-18 2024-05-28 平安科技(深圳)有限公司 Database anomaly monitoring method, device, computer device and storage medium

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1643520A (en) * 2002-02-22 2005-07-20 Ip锁有限公司 Method and apparatus for monitoring a database system
CN103064988A (en) * 2013-02-01 2013-04-24 北京华环电子股份有限公司 Abnormal data detection method and device
CN103365969A (en) * 2013-06-24 2013-10-23 北京奇虎科技有限公司 Abnormal data detecting and processing method and system

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002165210A (en) * 2000-08-04 2002-06-07 Matsushita Electric Ind Co Ltd Data-transmitting source and data transmitter/receiver
US7606801B2 (en) * 2005-06-07 2009-10-20 Varonis Inc. Automatic management of storage access control

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1643520A (en) * 2002-02-22 2005-07-20 Ip锁有限公司 Method and apparatus for monitoring a database system
CN103064988A (en) * 2013-02-01 2013-04-24 北京华环电子股份有限公司 Abnormal data detection method and device
CN103365969A (en) * 2013-06-24 2013-10-23 北京奇虎科技有限公司 Abnormal data detecting and processing method and system

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
ORM 查询语言(OQL)简介—概念篇;深蓝医生;《博客园》;20101006;第2节
SQL 数据库入侵检测系统的设计;戴秀红;《电脑知识与技术》;20100531;第6卷(第15期);第4258-4267页

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