CN105975376A - Log processing based numerical control system security processing method - Google Patents
Log processing based numerical control system security processing method Download PDFInfo
- Publication number
- CN105975376A CN105975376A CN201610280182.1A CN201610280182A CN105975376A CN 105975376 A CN105975376 A CN 105975376A CN 201610280182 A CN201610280182 A CN 201610280182A CN 105975376 A CN105975376 A CN 105975376A
- Authority
- CN
- China
- Prior art keywords
- daily record
- log
- control system
- template
- digital control
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/3065—Monitoring arrangements determined by the means or processing involved in reporting the monitored data
- G06F11/3086—Monitoring arrangements determined by the means or processing involved in reporting the monitored data where the reporting involves the use of self describing data formats, i.e. metadata, markup languages, human readable formats
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Library & Information Science (AREA)
- Quality & Reliability (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Debugging And Monitoring (AREA)
Abstract
The invention provides a log processing based numerical control system security processing method which is applied to a numerical control system. The log processing based numerical control system security processing method comprises a log generating process and a log outputting process. When one functional module in the numerical control system is triggered, the log generating process comprises the steps of obtaining a corresponding log template through calling a corresponding interface function, obtaining corresponding data from the numerical control system and transmitting the data to the log template to generate a temporary log file; and then extracting a log parameter in the generated temporary log file according to configuration information and storing the log parameter and the serial number of the log template in a data set. When the numerical control system receives a log outputting request, the log outputting process comprises the steps of querying the corresponding data set through the serial number of the log template in the log outputting request, then enabling the log parameters stored in the data set to be corresponding to the serial number of the log template so as to obtain a log template combination and generate a target log file and outputting the target log file.
Description
Technical field
The present invention relates to fields of numeric control technique, particularly relate to a kind of numerical control based on log processing
Security of system processing method.
Background technology
Security of system daily record refers to when each switching on and shutting down, operation program, system report an error, these letters
Breath all can be recorded, and is saved in journal file.Digital control system also would generally be provided with
Journal function, once digital control system occurs abnormal, lacking relevant record data when,
Simply do not going to carry out tracing trouble with personal experience, it is only necessary to obtain recorded in journal file
Data be analyzed process, it is easy to the fault of digital control system will be found out.It addition, daily record
File gets more and more as well as the growth of system operation time, so influences whether system speed
Degree；Write, reading simultaneously for existing journal file are the most cumbersome, take simultaneously
More memory source, has a strong impact on the processing speed of system.
Summary of the invention
It is an object of the invention to propose a kind of digital control system safe handling based on log processing
Method, it is low with delivery efficiency that it can solve the write of daily record during security of system in digital control system processes
Under, the more problem of journal file committed memory.
In order to achieve the above object, the technical solution adopted in the present invention is as follows:
The invention provides a kind of digital control system security processing based on log processing, application
In digital control system, it includes daily record generation step and daily record output step, when in digital control system
When certain functional module triggers, perform described daily record generation step:
Corresponding daily record template is called by corresponding interface function；Described daily record template has many
Class, each class daily record template is equipped with corresponding interface function, and this interface function is located at described
In the functional module that digital control system is corresponding；
According to the parameter of this daily record template, data produced by this functional module are defined rule write
Enter in this daily record template and generate interim journal file；
Log parameters and daily record template number is obtained according to default from interim journal file
Configuration information preserves to a data acquisition system；Described log parameters is each from journal file
Individual statement collects the data separated, and described daily record template refers to not include in journal file day
The file of will parameter, described configuration information refers to that described log parameters is every with described journal file
Mapping relations between the separation point position of the data in one statement；Each class daily record template is all provided with
There is numbering；This data acquisition system is preserved to the disk of digital control system；
When digital control system receives daily record output request, execution journal output step:
The numbering of daily record template is obtained from this daily record output request；
Inquire according to this numbering and be stored in data acquisition system corresponding in digital control system；To obtain
Data acquisition system in log parameters according to described configuration information be written to correspondence daily record template
Middle generation target journaling file also exports.
Preferably, before also including being saved in disk described data acquisition system, first compress it
Process；
After the data acquisition system decompression processing obtained, by the daily record ginseng in the data acquisition system after decompression
Number is written in the daily record template of correspondence generate target journaling file also according to described configuration information
Output.
Preferably, when described execution journal output step generates target journaling file, also include
Described target journaling file is converted to text.
Preferably, when the log parameters in the data acquisition system of acquisition is write according to described configuration information
After entering to obtain target journaling file in corresponding daily record template and exporting, by described data acquisition system
In corresponding log parameters record delete.
Preferably, this data acquisition system is preserved the magnetic to digital control system by described daily record generation step
After in dish, also include deleting interim journal file.
Preferably, described daily record template includes fault log template, processing daily record template, file
Amendment daily record template, interface management daily record template, Operation Log template, event log template and
Self-defined daily record template；Described fault log is various for record in Digit Control Machine Tool running
Fault, after lathe breaks down warning, digital control system is by the fault record of this fault alarm
Entering in fault log, the form of fault log is: time+fault number；Processing daily record is used for remembering
Various information in the record Digit Control Machine Tool course of processing, this machining information at least includes speed, cutter
Tool information, processor name, processing time started, process finishing time；This processing daily record
Form is: time+machining information；File modification daily record be used for recording digital control system All Files,
Parameter, figure, PLC, the form of file modification daily record is time+amendment information；Operation Log
For recording the operation note of all of button of digital control system, the form of Operation Log is: the time
+ button value；Event log is for recording the daily record of digital control system internal event message, event
The form of daily record: time+event value；Self-defined daily record is used for recording user-defined daily record
Message, the form of self-defined daily record is: time+custom content.
There is advantages that the log processing method of the present invention can effectively be saved
Produced system consumption in the generation of journal file or output procedure.By data and daily record class
Type is stored separately, and the numbering of daily record template has been associated with log parameters by a kind of mapping relations
Come, decrease the use of internal memory, substantially increase the treatment effeciency of system.Meanwhile, the method
Also can increase or reduce the type of daily record template according to practical situation.When system occurs abnormal
During situation, can quickly find corresponding journal file, get corresponding different
Situation about often occurring, takes corresponding measure, further ensures security of system.
Accompanying drawing explanation
Fig. 1 is the flow chart that the present invention provides the daily record generation step in an embodiment；
Fig. 2 is the flow chart that the present invention provides the daily record output step in an embodiment.
Detailed description of the invention
Below, in conjunction with accompanying drawing and detailed description of the invention, the present invention is described further:
As illustrated in fig. 1 and 2, the invention provides a kind of digital control system based on log processing peace
Full processing method, the method is applied in digital control system, and digital control system includes input and output dress
Put, numerical control device, servomechanism installation and detection and feedback device, be directed to a lot of operations.
Such as numerical control device includes interpolator, controller etc., particularly interpolator, such as interpolator
Use based on five subparameter SPLs and the interpolator of perspective speed generating algorithm.Numerical control system
Unite and relate to a lot of data parameters or calculating etc. during running, such as control cutter
Trend, the speed etc. of cutter, be the most all important data, once break down or it
Its situation, it is judged that abnormal be do not allow detectable.Therefore digital control system adds system peace
The function of full-time will, that is to say by digital control system in running, each operation letter
Breath is all saved in corresponding journal file.When an exception occurs, correlation log can be checked
Record, in order to draw the exception that digital control system is occurred in running, thus take relatively
The measure answered.Furthermore it is also possible to the journal file being correlated with by inquiry, get digital control system
Some problems often occurred in running, when next operation, it is possible to according to
Past experience avoids the generation of its problem.Therefore, this log processing method includes that daily record generates
Step and daily record output step, when certain functional module in digital control system triggers, the execution day
Will generation step:
S11: call corresponding daily record template by corresponding interface function；Described daily record template
Having multiclass, each class daily record template to be equipped with corresponding interface function, this interface function is located at
In the functional module that described digital control system is corresponding.When digital control system performs certain function, just
This interface function can be called, that is to say and call this daily record template.
S12: data produced by this functional module are defined rule according to the parameter of this daily record template
Then write in this daily record template and generate interim journal file.When digital control system is in the process run
In, owing to daily record template is the formatted file defined, while calling interface function,
Corresponding data can be got from digital control system, then according to customed rule
Then the data got from digital control system are passed in this daily record template, generate interim day
Will file.This customed rule, is easily achieved by the mode of programming.Such as pass through
The transmission of the parameter of interface or class, or other etc. mode by from digital control system obtain
Data are passed in daily record template.
S13: obtain log parameters and daily record template number from interim journal file according in advance
If configuration information preserve in a data acquisition system；Wherein, described log parameters is from daily record literary composition
Each statement in part collects the data separated, and described daily record template refers to journal file
In do not include that the file of log parameters, described configuration information refer to described log parameters and described day
Mapping relations between the separation point position of the data in each statement in will file；Each class
Daily record template is equipped with numbering, and described log parameters is in described according to a configuration information record
In the data acquisition system that journal file matches, and described numbering is also stored in described data set
In conjunction.So for a journal file, it is split as log parameters and daily record template, so
After be stored separately.Owing to daily record template is natively to be stored in digital control system, producing daily record
Have only to after file in the way of data acquisition system, be stored in digital control system log parameters, and lead to
Cross a configuration information to be associated with daily record template by log parameters, be so greatly saved storage
Space.Daily record template is provided with numbering simultaneously, has only to preserve daily record template in data acquisition system
Corresponding numbering, it becomes possible to the data learnt in this data acquisition system be belonging to any class daily record mould
Plate, facilitates the system management to journal file.Certainly Log Types has a variety of, along with reality
Situation, daily record template can be increased and decreased, then set up corresponding interface function, have
Well autgmentability.
Described daily record template can be divided into six big classes, including fault log template, processes daily record mould
Plate, file modification daily record template, interface management daily record template, Operation Log template, event day
Will template and self-defined daily record template.If certainly there is other journal file according to actual situation
Type, it is also possible to corresponding arranges its template type, is stored in data system.
Fault log described here is used for recording the various faults in Digit Control Machine Tool running, when
Lathe breaks down after warning, and the fault number of this fault alarm is recorded into fault day by digital control system
In will, the form of fault log is: time+fault number；Processing daily record is used for recording numerical control machine
Bed the course of processing in various information, this machining information at least include speed, tool-information,
Processor name, processing time started, process finishing time；The form of this processing daily record is:
Time+machining information；File modification daily record be used for recording digital control system All Files, parameter,
Figure, PLC, the form of file modification daily record is time+amendment information；Operation Log is used for remembering
The operation note of the record all of button of digital control system, the form of Operation Log is: time+button
Key assignments；Event log is used for recording the daily record of digital control system internal event message, event log
Form: time+event value；Self-defined daily record is used for recording user-defined log information,
The form of self-defined daily record is: time+custom content.The lattice of daily record template defined above
The data related in formula can get from digital control system, can be by the parameter of interface
The value of data is joined in daily record template by the modes such as transmission, thus obtains journal file.
S14: this data acquisition system is preserved to the disk of digital control system.Data acquisition system is preserved
Time, also can be compressed this data acquisition system processing, in order to take less space.Furthermore,
After data acquisition system is saved in the disk of digital control system, may also include described step S12
The interim journal file of middle generation is deleted.Owing to log parameters has been saved in data acquisition system
In, therefore it is not required to retaining this interim journal file, is then deleted, so
Further reduce the consumption of internal memory.
Such as, when digital control system is being in the operation of processing, need this process operation is entered
Row records its daily record, is i.e. that the functional module in digital control system is triggered, will call and add work day
The corresponding interface function of will template, owing to processing daily record template has specific form, required
The data wanted are process time and machining information, then can obtain corresponding from digital control system
Process time and machining information, such as speed, tool-information, processor name, processing
Time started, process finishing time etc., these data got and processing daily record template are entered
Row combination generates target processing daily record.Here the data interpolation that will obtain from digital control system
In daily record template, in-system programming is easily achieved, is such as passed by interface class
Parameter etc. method, all can obtain data and be passed in daily record template, and I will not elaborate.
For the target processing daily record generated, a processing is all existed for each daily record template and compiles
Number, therefore above-mentioned data can be extracted from the processing daily record of this target, and also want root
Extracting according to a configuration information, above-mentioned data that is to say log parameters.Here configuration information
It is exactly the log parameters in target processing daily record and each language in target processing journal file
The mapping relations of parameter institute separation point position in Ju, log parameters be according to this configuration information record in
Process in the data acquisition system that daily record matches with described target, the most also by this processing template
Numbering is also stored in described data acquisition system, and such log parameters is just by configuration information and processing
The numbering of daily record template, processing daily record Template Linkage get up, and are then preserved i.e. by this data acquisition system
Can, it is not necessary to preserve parameter and template simultaneously, save system space.
When digital control system receives daily record output request, execution journal output step:
S21: according to the numbering obtaining daily record template in this daily record output request.Daily record output request
Include the numbering obtaining corresponding Log Types, when digital control system receives this request
Time, its numbering will be obtained from this request.
S22: inquire according to this numbering and be stored in data acquisition system corresponding in digital control system.By
In data acquisition system, also preserve corresponding numbering, this makes it possible to by asking from daily record output
The numbering obtained in asking inquires which data acquisition system log parameters to be exported is present in
In.
S23: the log parameters in the data acquisition system of acquisition is written to according to described configuration information
Corresponding daily record template generates target journaling file and exports.When being obtained by the numbering in request
Get data acquisition system, then at the daily record mould that the data in data acquisition system are corresponding with numbering
Plate is combined according to configuration information, generates target journaling file, is then output to user and checks.
When data acquisition system when stored, if being compressed, then should be the most right in getting data acquisition system
It decompresses, and is then obtaining its log parameters preserved.
Additionally certainly when exporting target journaling file, also this target journaling file can be converted to
Text document, to facilitate user to check.After this target journaling file exports, then it represents that this mesh
The log parameters of mark journal file has been derived by user and has viewed, then can be corresponding by it
Data acquisition system in the record of corresponding log parameters delete, so can save digital control system
Because other mistakes that journal file too much causes.If if this data acquisition system is when stored certainly
Processed by compression, then get data acquisition system and also need to carry out decompression processing, then get number
According to data corresponding in set.User is also by checking that correlation log file comes numerical control system
Operation in system is analyzed processing, and then system run time error is reduced.
Such as, when processing daily record checked by needs, to digital control system, one output journal can be proposed
Request, and this request includes the numbering of daily record template of this processing daily record, due to data set
Conjunction is preserved numbering, then obtains corresponding data acquisition system by this numbering, then lead to
Data acquisition system gets log parameters, owing to the numbering of each template is different, therefore root
The daily record template of processing daily record, the then daily record in data acquisition system just can be got according to this numbering
Parameter and daily record template generate processing journal file according to configuration information and export, and look into for people
Seeing, this use process operation is simple.
For a person skilled in the art, can technical scheme as described above and structure
Think, make other various corresponding changes and deformation, and all these changes and deformation
Within all should belonging to the protection domain of the claims in the present invention.
Claims (6)
1. digital control system security processing based on log processing, is applied in digital control system,
It is characterized in that, export step including daily record generation step and daily record, when in digital control system certain
When functional module triggers, perform described daily record generation step:
Corresponding daily record template is called by corresponding interface function；Described daily record template has many
Class, each class daily record template is equipped with corresponding interface function, and this interface function is located at described
In the functional module that digital control system is corresponding；
According to the parameter of this daily record template, data produced by this functional module are defined rule write
Enter in this daily record template and generate interim journal file；
Log parameters and daily record template number is obtained according to default from interim journal file
Configuration information preserves to a data acquisition system；Described log parameters is each from journal file
Individual statement collects the data separated, and described daily record template refers to not include in journal file day
The file of will parameter, described configuration information refers to that described log parameters is every with described journal file
Mapping relations between the separation point position of the data in one statement；Each class daily record template is all provided with
There is numbering；This data acquisition system is preserved to the disk of digital control system；
When digital control system receives daily record output request, execution journal output step:
The numbering of daily record template is obtained from this daily record output request；
Inquire according to this numbering and be stored in data acquisition system corresponding in digital control system；To obtain
Data acquisition system in log parameters according to described configuration information be written to correspondence daily record template
Middle generation target journaling file also exports.
2. digital control system security processing based on log processing as claimed in claim 1, its
It is characterised by, before also including being saved in disk described data acquisition system, first compresses it place
Reason；
After the data acquisition system decompression processing obtained, by the daily record ginseng in the data acquisition system after decompression
Number is written in the daily record template of correspondence generate target journaling file also according to described configuration information
Output.
3. digital control system security processing based on log processing as claimed in claim 1, its
Be characterised by, described execution journal output step in generate target journaling file time, also include by
Described target journaling file is converted to text.
4. digital control system security processing based on log processing as claimed in claim 1, its
It is characterised by, when the log parameters in the data acquisition system of acquisition is write according to described configuration information
After obtaining target journaling file in corresponding daily record template and exporting, by described data acquisition system
Corresponding log parameters record is deleted.
5. digital control system security processing based on log processing as claimed in claim 1, its
It is characterised by, this data acquisition system is preserved the disk to digital control system by described daily record generation step
After in, also include deleting interim journal file.
6. digital control system security processing based on log processing as claimed in claim 1, its
Being characterised by, described daily record template includes that fault log template, processing daily record template, file are repaiied
Another day will template, interface management daily record template, Operation Log template, event log template and from
Definition daily record template；Described fault log is for recording the various events in Digit Control Machine Tool running
Barrier, after lathe breaks down warning, the fault number of this fault alarm is recorded into by digital control system
In fault log, the form of fault log is: time+fault number；Processing daily record is for record
Various information in the Digit Control Machine Tool course of processing, this machining information at least includes speed, cutter
Information, processor name, processing time started, process finishing time；The lattice of this processing daily record
Formula is: time+machining information；File modification daily record be used for recording digital control system All Files,
Parameter, figure, PLC, the form of file modification daily record is time+amendment information；Operation Log
For recording the operation note of all of button of digital control system, the form of Operation Log is: the time
+ button value；Event log is for recording the daily record of digital control system internal event message, event
The form of daily record: time+event value；Self-defined daily record is used for recording user-defined daily record
Message, the form of self-defined daily record is: time+custom content.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610280182.1A CN105975376A (en) | 2016-04-28 | 2016-04-28 | Log processing based numerical control system security processing method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610280182.1A CN105975376A (en) | 2016-04-28 | 2016-04-28 | Log processing based numerical control system security processing method |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN105975376A true CN105975376A (en) | 2016-09-28 |
Family
ID=56993459
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610280182.1A Pending CN105975376A (en) | 2016-04-28 | 2016-04-28 | Log processing based numerical control system security processing method |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN105975376A (en) |
Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106815089A (en) * | 2016-12-23 | 2017-06-09 | 北京五八信息技术有限公司 | Malfunction elimination method and device based on daily record |
| CN108984134A (en) * | 2017-05-31 | 2018-12-11 | 北京京东尚科信息技术有限公司 | A kind of method and apparatus of log printing |
| CN109062141A (en) * | 2018-08-01 | 2018-12-21 | 成都飞机工业（集团）有限责任公司 | A kind of NC Machining Process information acquisition method based on coding |
| CN109542857A (en) * | 2018-11-26 | 2019-03-29 | 杭州迪普科技股份有限公司 | Audit log storage method, querying method, device and relevant device |
| CN109684290A (en) * | 2018-12-20 | 2019-04-26 | 东软集团股份有限公司 | Log storing method, device, equipment and computer readable storage medium |
| CN110362452A (en) * | 2019-07-18 | 2019-10-22 | 中国银行股份有限公司 | A kind of batch O&M method and system |
| CN111177078A (en) * | 2019-12-18 | 2020-05-19 | 广州华多网络科技有限公司 | Log processing method and device and electronic equipment |
| CN113656358A (en) * | 2020-05-12 | 2021-11-16 | 网联清算有限公司 | Database log file processing method and system |
| CN114490005A (en) * | 2022-04-18 | 2022-05-13 | 北京锐融天下科技股份有限公司 | Log processing method and device, electronic equipment and storage medium |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102110167A (en) * | 2011-03-01 | 2011-06-29 | 上海奈凯电子科技有限公司 | Method for implementing log information management in numerical control system |
| CN102566501A (en) * | 2010-12-09 | 2012-07-11 | 沈阳高精数控技术有限公司 | Real-time dynamic monitoring and fault diagnosing method for numerical control machine tool |
| CN103064905A (en) * | 2012-12-18 | 2013-04-24 | 武汉华中数控股份有限公司 | Log management method of numerical control system |
| CN104331487A (en) * | 2014-11-13 | 2015-02-04 | 携程计算机技术（上海）有限公司 | Method and device for processing logs |
-
2016
- 2016-04-28 CN CN201610280182.1A patent/CN105975376A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102566501A (en) * | 2010-12-09 | 2012-07-11 | 沈阳高精数控技术有限公司 | Real-time dynamic monitoring and fault diagnosing method for numerical control machine tool |
| CN102110167A (en) * | 2011-03-01 | 2011-06-29 | 上海奈凯电子科技有限公司 | Method for implementing log information management in numerical control system |
| CN103064905A (en) * | 2012-12-18 | 2013-04-24 | 武汉华中数控股份有限公司 | Log management method of numerical control system |
| CN104331487A (en) * | 2014-11-13 | 2015-02-04 | 携程计算机技术（上海）有限公司 | Method and device for processing logs |
Cited By (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106815089A (en) * | 2016-12-23 | 2017-06-09 | 北京五八信息技术有限公司 | Malfunction elimination method and device based on daily record |
| CN108984134A (en) * | 2017-05-31 | 2018-12-11 | 北京京东尚科信息技术有限公司 | A kind of method and apparatus of log printing |
| CN109062141A (en) * | 2018-08-01 | 2018-12-21 | 成都飞机工业（集团）有限责任公司 | A kind of NC Machining Process information acquisition method based on coding |
| CN109542857A (en) * | 2018-11-26 | 2019-03-29 | 杭州迪普科技股份有限公司 | Audit log storage method, querying method, device and relevant device |
| CN109542857B (en) * | 2018-11-26 | 2021-06-29 | 杭州迪普科技股份有限公司 | Audit log storage method, audit log query method, audit log storage device, audit log query device and related equipment |
| CN109684290A (en) * | 2018-12-20 | 2019-04-26 | 东软集团股份有限公司 | Log storing method, device, equipment and computer readable storage medium |
| CN109684290B (en) * | 2018-12-20 | 2021-08-17 | 东软集团股份有限公司 | Log storage method, device, equipment and computer readable storage medium |
| CN110362452A (en) * | 2019-07-18 | 2019-10-22 | 中国银行股份有限公司 | A kind of batch O&M method and system |
| CN111177078A (en) * | 2019-12-18 | 2020-05-19 | 广州华多网络科技有限公司 | Log processing method and device and electronic equipment |
| CN113656358A (en) * | 2020-05-12 | 2021-11-16 | 网联清算有限公司 | Database log file processing method and system |
| CN114490005A (en) * | 2022-04-18 | 2022-05-13 | 北京锐融天下科技股份有限公司 | Log processing method and device, electronic equipment and storage medium |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN105975376A (en) | Log processing based numerical control system security processing method | |
| CN103793284B (en) | Analysis system and method based on consensus pattern, for smart client service | |
| US10152366B2 (en) | Log analysis system, fault cause analysis system, log analysis method, and recording medium which stores program | |
| CN106529684A (en) | Maintenance decision-making system for numerical control machine tool and method thereof | |
| TWI528218B (en) | Method for discriminating sensitive data and data loss prevention system using the method | |
| CN113688288B (en) | Data association analysis method, device, computer equipment and storage medium | |
| CN105389314B (en) | A kind of journal file inquiry system and querying method | |
| CN111737699B (en) | Kubernetes safety reinforcing system and method based on CIS reference | |
| CN104020729A (en) | System and method for event logging in technical installation or technical process | |
| CN107209511A (en) | Monitor control device | |
| JP2010072984A (en) | Log management server | |
| SG181959A1 (en) | System event logging system | |
| CN103310375A (en) | Intelligent skynet behavior audit analyzing system | |
| TWI619033B (en) | Analysis system and method for performing analysis processing using at least part of time series data and analysis data as input data | |
| CN115344416A (en) | Abnormal log screening method, system and device and computer readable storage equipment | |
| CN107301593A (en) | A kind of financial information system | |
| CN113553295A (en) | Data preprocessing system supporting multiple file formats | |
| CN107301057A (en) | A kind of big data batch processing method and device | |
| CN109508953B (en) | Form template generation method | |
| EP4105813A1 (en) | Method for analyzing data consisting of a large number of individual messages, computer program product and computer system | |
| CN105099815A (en) | Cloud disk monitoring method and cloud disk monitoring device | |
| CN101788977A (en) | Method for implementing editing and modifying of medical examination report | |
| CN113760430A (en) | Graphic program substitution method for operation and maintenance auditing system based on automatic | |
| CN107862066B (en) | Court writing system and implementation method thereof | |
| CN113093590A (en) | Welding abnormity detection method and device, computer equipment and storage medium |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20160928 |
|
| RJ01 | Rejection of invention patent application after publication |