CN110362454A - A kind of alarm method, device and electronic equipment for supporting configurable decision engine - Google Patents
A kind of alarm method, device and electronic equipment for supporting configurable decision engine Download PDFInfo
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- CN110362454A CN110362454A CN201910581330.7A CN201910581330A CN110362454A CN 110362454 A CN110362454 A CN 110362454A CN 201910581330 A CN201910581330 A CN 201910581330A CN 110362454 A CN110362454 A CN 110362454A
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- operational indicator
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
- G06F11/302—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system component is a software system
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/32—Monitoring with visual or acoustical indication of the functioning of the machine
- G06F11/324—Display of status information
- G06F11/327—Alarm or error message display
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
Abstract
The invention discloses a kind of method and devices for supporting configurable decision engine warning function, by the real-time monitoring data for obtaining each operational indicator, then alarm threshold value is set according to the business demand of the business, the exception level of the operational indicator is evaluated further according to the method for rule and model score, and next step operation is finally carried out according to the exception level of the monitoring data, the alarm threshold value and the operational indicator.The period of discovery service exception can be shortened in this way, and combine various dimensions index analysis, also do not need to devote a tremendous amount of time and check index situation of change, realize alarm automation, save the cost improves the efficiency of Resolving probiems.
Description
Technical field
The present invention relates to computer information processing fields, in particular to a kind of decision engine for supporting can configure
Method, apparatus, electronic equipment and the computer-readable medium of alarm.
Background technique
Whether current operation personnel judge every business by the variation of business statistics index every in real-time monitoring system
Occur abnormal.But it is to look at a large amount of monitor control index situations of change to need to spend business personnel's plenty of time.Therefore, based on prison in real time
Control system, the present invention propose a kind of operational indicator real time alarm function of automation.And then realize alarm automation, save at
This, improves the efficiency of Resolving probiems.
Above- mentioned information are only used for reinforcing the understanding to the background of the disclosure, therefore it disclosed in the background technology part
It may include the information not constituted to the prior art known to persons of ordinary skill in the art.
Summary of the invention
In view of the above problems, this specification is proposed to overcome the above problem in order to provide one kind or at least be partially solved
A kind of alarm method and device for supporting configurable decision engine of the above problem.
Other characteristics and advantages of the disclosure will be apparent from by the following detailed description, or partially by the disclosure
Practice and acquistion.
In a first aspect, the present invention provides a kind of alarm method for supporting configurable decision engine, comprising:
Obtain the real-time monitoring data of each operational indicator；
Alarm threshold value is set according to the business demand of the business；
The exception level of the operational indicator is evaluated according to the method for rule and model score；
Next step behaviour is carried out according to the exception level of the monitoring data, the alarm threshold value and the operational indicator
Make.
It is described that alarm threshold value packet is set according to the business demand of the business in a kind of exemplary embodiment of the disclosure
It includes:
According to the business demand of the business, alarm rule is selected to be combined, and sets alarm threshold value.
It is described that the industry is evaluated according to rule and the method for model score in a kind of exemplary embodiment of the disclosure
Business index exception level include:
Determine whether operational indicator is abnormal according to the method for simple rule, complex rule, customized rules and model score,
It obtains determining result；
Determined according to described as a result, setting exception level.
In a kind of exemplary embodiment of the disclosure, the monitoring data according to, the alarm threshold value and institute
The exception level for stating operational indicator carries out operation in next step and includes:
When the operational indicator exception level be more than the alarm threshold value, then trigger warning function.
In a kind of exemplary embodiment of the disclosure, the triggering warning function further comprises:
According to the exception level of the operational indicator, the business personnel that notice is responsible for the operational indicator handles abnormal；
After the business personnel handles exception, alarm, and recording exceptional reason and solution simultaneously are released.
Second aspect, the present invention provide a kind of device for supporting configurable decision engine alarm method, comprising:
Acquiring unit, for obtaining the real-time monitoring data of each operational indicator；
Alarm threshold value unit is set, for setting alarm threshold value according to the business demand of the business；
Exception level judges unit, for evaluating the exception of the operational indicator according to the method for rule and model score
Grade；
Execution unit, for the exception level according to the monitoring data, the alarm threshold value and the operational indicator
Carry out next step operation.
In a kind of exemplary embodiment of the disclosure, the setting alarm threshold value unit further comprises:
Rule combination selecting module selects alarm rule to be combined for the business demand according to the business, and sets
Determine alarm threshold value.
In a kind of exemplary embodiment of the disclosure, the exception level judges unit and further comprises:
Grading module, for determining business according to the method for simple rule, complex rule, customized rules and model score
Whether index is abnormal, obtains determining result；
Determined according to described as a result, setting exception level.
In a kind of exemplary embodiment of the disclosure, the execution unit further comprises:
Trigger module is more than the alarm threshold value for the exception level when the operational indicator, then triggers warning function.
In a kind of exemplary embodiment of the disclosure, the trigger module further comprises:
Abnormality processing logging modle, for the exception level according to the operational indicator, notice is responsible for the operational indicator
Business personnel handle it is abnormal；
After the business personnel handles exception, alarm, and recording exceptional reason and solution simultaneously are released.
The third aspect, this specification provide a kind of server, including processor and memory: the memory is for storing
The program of any of the above-described the method；The processor is configured to being realized for executing the program stored in the memory
The step of any of the above-described the method.
Fourth aspect, this specification embodiment provide a kind of computer readable storage medium, are stored thereon with computer journey
Sequence, when which is executed by processor the step of realization any of the above-described the method.
The method, apparatus according to the present invention for supporting configurable decision engine monitoring, electronic equipment and computer-readable
Medium, by having obtained the data of part user submission, the data for the complete part user that customized monitoring decision engine participates in obtain phase
The statistical result of complete part user is finally shown with different chart modes and is supervised by the statistical result of the complete part user answered
Control.
It should be understood that the above general description and the following detailed description are merely exemplary, this can not be limited
It is open.
Detailed description of the invention
In order to keep technical problem solved by the invention, the technological means of use and the technical effect of acquirement clearer,
Detailed description of the present invention specific embodiment below with reference to accompanying drawings.But it need to state, drawings discussed below is only this
The attached drawing of invention exemplary embodiment of the present, to those skilled in the art, before not making the creative labor
It puts, the attached drawing of other embodiments can be obtained according to these attached drawings.
Fig. 1 is a kind of process for supporting configurable decision engine alarm method shown according to an exemplary embodiment
Figure.
Fig. 2 is a kind of device for supporting configurable decision engine alarm method shown according to another exemplary embodiment
Block diagram.
Fig. 3 is the flow chart of real time monitoring shown according to an exemplary embodiment.
Fig. 4 is the module frame chart of real time monitoring shown according to an exemplary embodiment.
Fig. 5 is the block diagram of a kind of electronic equipment shown according to an exemplary embodiment.
Fig. 6 is the block diagram of computer storage medium shown according to an exemplary embodiment.
Specific embodiment
Exemplary embodiment of the present invention is described more fully with reference to the drawings.However, exemplary embodiment can
Implement in a variety of forms, and is understood not to that present invention is limited only to embodiments set forth herein.On the contrary, it is exemplary to provide these
Embodiment enables to the present invention more full and complete, easily facilitates the technology that inventive concept is comprehensively communicated to this field
Personnel.Identical appended drawing reference indicates same or similar element, component or part in figure, thus will omit weight to them
Multiple description.
Under the premise of meeting technical concept of the invention, the feature described in some specific embodiment, structure, spy
Property or other details be not excluded for can be combined in any suitable manner in one or more other embodiments.
In the description for specific embodiment, feature, structure, characteristic or the other details that the present invention describes are to make
Those skilled in the art fully understands embodiment.But, it is not excluded that those skilled in the art can practice this hair
Bright technical solution is one or more without special characteristic, structure, characteristic or other details.
Flow chart shown in the drawings is merely illustrative, it is not necessary to including all content and operation/step,
It is not required to execute by described sequence.For example, some operation/steps can also decompose, and some operation/steps can close
And or part merge, therefore the sequence actually executed is possible to change according to the actual situation.
Block diagram shown in the drawings is only functional entity, not necessarily must be corresponding with physically separate entity.
I.e., it is possible to realize these functional entitys using software form, or realized in one or more hardware modules or integrated circuit
These functional entitys, or these functional entitys are realized in heterogeneous networks and/or processor device and/or microcontroller device.
Although it should be understood that may indicate the attribute of number using first, second, third, etc. to describe various devices herein
Part, element, component or part, but this should not be limited by these attributes.These attributes are to distinguish one and another one.Example
Such as, the first device is also referred to as the second device without departing from the technical solution of essence of the invention.
Term "and/or" or " and/or " include associated listing all of any of project and one or more
Combination.
In the following, technical solution of the present invention is described in detail and is illustrated by several specific embodiments.
See Fig. 1, a kind of alarm method for supporting configurable decision engine, comprising:
S101: the real-time monitoring data of each operational indicator is obtained.
It is specifically exactly the real-time monitoring data that business personnel can be shown according to monitoring function.
S102: alarm threshold value is set according to the business demand of the business.
It is described to include: according to the business demand of business setting alarm threshold value
According to the business demand of the business, alarm rule is selected to be combined, and sets alarm threshold value.
Specifically, alarm threshold value required for different business is different, so needing that different alarms is selected to advise
Then it is combined, it is customized to be suitble to alarm threshold value required for specific business.
S103: the exception level of the operational indicator is evaluated according to the method for rule and model score.
The method according to rule and model score evaluates the exception level of the operational indicator and includes:
Determine whether operational indicator is abnormal according to the method for simple rule, complex rule, customized rules and model score,
It obtains determining result；
Determined according to described as a result, setting exception level.
Specifically, the abnormal conditions of every kind of business are different, if with the grade of identical standard setting exception, basic nothing
The value that body of laws is now alarmed.Only according to different business demands, different exception levels is evaluated, could effectively carry out business
Index monitoring.
S104: it is carried out according to the exception level of the monitoring data, the alarm threshold value and the operational indicator next
Step operation.
The exception level of the monitoring data according to, the alarm threshold value and the operational indicator carries out in next step
Operation includes:
When the operational indicator exception level be more than the alarm threshold value, then trigger warning function.
The triggering warning function further comprises:
According to the exception level of the operational indicator, the business personnel that notice is responsible for the operational indicator handles abnormal；
After the business personnel handles exception, alarm, and recording exceptional reason and solution simultaneously are released.
Specifically, it is exactly the exception level when some operational indicator more than the threshold value of alarm, warning function will be triggered,
Then the personnel that general rule is responsible for specific business by way of mail or phone can after business responsible person handles exception
To release alarm simultaneously, and record the reason of being abnormal and solution.
Further, alarm connection be generated based on real-time monitoring data, as shown in figure 3,
S301: complete part user submits application, so that decision engine obtains the data of the complete part user.
Specifically, it is exactly only complete part user after submitting application, just has into decision engine and judge standing risk
And each index of monitoring.
S302: the data for the complete part user that the customized monitoring decision engine participates in obtain the complete part and use
The statistical result at family.
The data for the complete part user that the customized monitoring decision engine participates in, obtain the complete part user
Statistical result further comprise:
Input data, intermediate variable and the output data of the different scenes of each product is selected to configure as achievement data
Real time monitoring；
The data that the complete part user is counted according to different time intervals obtain the statistics of the data of the complete part user
As a result.
The data that the complete part user is counted according to different time intervals, obtain the data of the complete part user
Statistical result further comprises:
According to per half an hour, every hour or every day the time interval statistics achievement data, obtains the complete part
The statistical result of the data of user.
Specifically, the input data of each product different phase, intermediate variable and output number may be selected in business personnel
According to configuration monitoring.Then it is counted according to a variety of time intervals such as per half an hour/hour/day.
S303: the statistical result of the complete part user is shown with different chart modes and is monitored.
The statistical result by the complete part user is monitored with different chart modes includes:
The statistical result is shown to progress in a manner of line chart, histogram, cake chart and data drawing list
Monitoring.
Specifically, statistical result is shown in a manner of line chart, histogram, cake chart and data drawing list.Monitoring function
Support the statistical analysis of character type and numeric type operational indicator, character type indicator-specific statistics each element accounting situation, numeric type index
Multiple index situations such as average value, maximum value, the minimum value of statistic.Monitoring function provides a upper periodic quantity and seven days nearly
Average value obtains the functions auxiliary activities personnel such as data comparison and multi objective associative classification statistics and carries out abnormal determination.
Concrete example, business personnel select the input data of each product different phase, intermediate variable and output data
Carry out configuration monitoring.Monitoring function supports that each achievement data is counted according to a variety of time intervals such as per half an hour/hour/day,
Obtain the displaying of the various ways such as statistical result line chart, histogram, cake chart and data drawing list.Monitoring function is supported simultaneously
The statistical analysis of character type and numeric type operational indicator, character type indicator-specific statistics each element accounting situation, numeric type indicator-specific statistics
Multiple index situations such as average value, maximum value, the minimum value of numerical value.Monitoring function can provide a periodic quantity and seven days nearly
Average value obtains the functions auxiliary activities personnel such as data comparison and multi objective associative classification statistics and carries out abnormal determination.Meanwhile
Support customized monitoring, the intermediate knot that can be calculated with monitor control index title, type, rule, all bottom datas, intermediate logic
Fruit and final result can monitor.As long as the data for having decision engine to participate in, can be carried out monitoring, for example input
A variable more than the 3000 of decision engine.As long as user submit application total data will be allowed to enter decision engine, at present monitoring and
Alarm has been all based on part client, the data that the client of only complete part submits just can enter decision engine judge standing risk with
And each index of monitoring.It in this way when there is Indexes Abnormality, then will call the police, this combines warning function.Specifically, business personnel passes through
The variation of every business statistics index judges whether every business exception occurs in real-time monitoring system, then, for each industry
The monitoring data for index of being engaged in, the method that warning function provides simple rule, complex rule, customized rules and model score determine
Whether operational indicator there is exception, and evaluates exception level.Business personnel can select suitable report according to practical business demand
Police regulations are then combined, and set alarm threshold value.If warning function identifies exception, according to exception level, by mail,
Short message or liaison mode prompt service personnel are handled in time.Business personnel can release alarm after excluding exception, while record different
Normal reason and solution.
It will be understood by those skilled in the art that realizing that all or part of the steps of above-described embodiment is implemented as by computer
The program (computer program) that data processing equipment executes.It is performed in the computer program, offer of the present invention is provided
The above method.Moreover, the computer program can store in computer readable storage medium, which can be with
It is the readable storage medium storing program for executing such as disk, CD, ROM, RAM, is also possible to the storage array of multiple storage medium compositions, such as disk
Or tape storage array.The storage medium is not limited to centralised storage, is also possible to distributed storage, such as based on cloud
The cloud storage of calculating.
The device of the invention embodiment is described below, which can be used for executing embodiment of the method for the invention.For
Details described in apparatus of the present invention embodiment should be regarded as the supplement for above method embodiment；For in apparatus of the present invention
Undisclosed details in embodiment is referred to above method embodiment to realize.
See Fig. 2, a kind of device based on the method for supporting configurable decision engine monitoring, comprising:
Acquiring unit 201, for obtaining the real-time monitoring data of each operational indicator.
Specifically, acquiring unit is exactly that business personnel can be according to the real time monitoring number that monitoring function is shown
According to.
Alarm threshold value unit 202 is set, for setting alarm threshold value according to the business demand of the business.
The setting alarm threshold value unit further comprises:
Rule combination selecting module selects alarm rule to be combined for the business demand according to the business, and sets
Determine alarm threshold value.
Specifically, alarm threshold value required for different business is different, so needing rule combination selecting module
Different alarm rules is selected to be combined, it is customized to be suitble to alarm threshold value required for specific business.
Exception level judges unit 203, for evaluating the operational indicator according to the method for rule and model score
Exception level.
The exception level judges unit:
Grading module, for determining business according to the method for simple rule, complex rule, customized rules and model score
Whether index is abnormal, obtains determining result；
Determined according to described as a result, setting exception level.
Specifically, the abnormal conditions of every kind of business are different, if with the grade of identical standard setting exception, basic nothing
The value that body of laws is now alarmed.So needing grading module according to different business demands, different exception levels is evaluated, so
Operational indicator monitoring can effectively be carried out.
Execution unit 204, for the exception etc. according to the monitoring data, the alarm threshold value and the operational indicator
Grade carries out next step operation.
The execution unit further comprises:
Trigger module is more than the alarm threshold value for the exception level when the operational indicator, then triggers warning function.
The trigger module further comprises:
Abnormality processing logging modle, for the exception level according to the operational indicator, notice is responsible for the operational indicator
Business personnel handle it is abnormal；
After the business personnel handles exception, alarm, and recording exceptional reason and solution simultaneously are released.
Specifically, trigger module is exactly the exception level when some operational indicator more than the threshold value of alarm, will be triggered
Warning function, then general rule is responsible for the personnel of specific business by way of mail or phone, and then abnormality processing records mould
After block notifies business responsible person to handle exception, while alarm is released, and records the reason of being abnormal and solution.
Further, alarm module is the data connection generated based on real-time monitoring module, as shown in figure 4,
Module 401 is obtained, part user has been used for and has submitted application, so that decision engine obtains the data of the complete part user.
Specifically, module is obtained, is exactly only complete part user after submitting application, just has into decision engine and judge
Standing risk and each index of monitoring.
Customized real-time monitoring module 402, for the customized complete part user's for monitoring the decision engine participation
Data obtain the statistical result of the complete part user.
The customized real-time monitoring module module further comprises:
Selective goal data configuration module, the input datas of the different scenes for selecting each product, intermediate variable with
And output data is configured as achievement data and is monitored in real time；
Statistical module obtains the complete part and uses for counting the data of the complete part user according to different time intervals
The statistical result of the data at family.
The statistical module further comprises:
Time interval statistical module, described for time interval statistics according to per half an hour, every hour or every day
Achievement data obtains the statistical result of the data of the complete part user.
Specifically, in customized real-time monitoring module module, the defeated of each product different phase is may be selected in business personnel
Enter data, intermediate variable and output data configuration monitoring.Then in time interval statistical module, according to per half an hour/hour/
A variety of time intervals such as it are counted.
Show object module 403, by the statistical result of the complete part user with different chart modes show into
Row monitoring.
The display object module further comprises:
Chart display module, by the statistical result in a manner of line chart, histogram, cake chart and data drawing list
It shows and is monitored.
Specifically, in chart display module, statistical result is with line chart, histogram, cake chart and data drawing list side
Formula is shown.Monitoring function supports the statistical analysis of character type and numeric type operational indicator, character type indicator-specific statistics each element accounting
Situation, multiple index situations such as average value, maximum value, minimum value of numeric type indicator-specific statistics numerical value.Monitoring function provides upper one
Periodic quantity and nearly seven day average obtain the functions auxiliary activities personnel such as data comparison and multi objective associative classification statistics and carry out
Abnormal determination.
Electronic equipment embodiment of the invention is described below, which can be considered as the method for aforementioned present invention
With the specific entity embodiment of Installation practice.For details described in electronic equipment embodiment of the present invention, should be regarded as pair
In the above method or the supplement of Installation practice；For undisclosed details, Ke Yican in electronic equipment embodiment of the present invention
It is realized according to the above method or Installation practice.
The server 500 of this embodiment according to the disclosure is described referring to Fig. 5.The server that Fig. 5 is shown
500 be only an example, should not function to the embodiment of the present disclosure and use scope bring any restrictions.
As shown in figure 5, server 500 is showed in the form of universal computing device.The component of server 500 may include but
It is not limited to: at least one processing unit 510, at least one storage unit 520, the different system components of connection (including storage unit
520 and processing unit 510) bus 530, display unit 540 etc..
Wherein, the storage unit is stored with program code, and said program code can be held by the processing unit 510
Row, so that the processing unit 510 executes described in this specification above-mentioned electronic prescription circulation processing method part according to this
The step of disclosing various illustrative embodiments.For example, the processing unit 510 can execute the step as shown in Fig. 1, Fig. 3
Suddenly.
The storage unit 520 may include the readable medium of volatile memory cell form, such as random access memory
Unit (RAM) 5201 and/or cache memory unit 5202 can further include read-only memory unit (ROM) 5203.
The storage unit 520 can also include program/practical work with one group of (at least one) program module 5205
Tool 5204, such program module 5205 includes but is not limited to: operating system, one or more application program, other programs
It may include the realization of network environment in module and program data, each of these examples or certain combination.
Bus 530 can be to indicate one of a few class bus structures or a variety of, including storage unit bus or storage
Cell controller, peripheral bus, graphics acceleration port, processing unit use any bus structures in a variety of bus structures
Local bus.
Server 500 can also be with one or more external equipments 600 (such as keyboard, sensing equipment, bluetooth equipment etc.)
Communication, can also be enabled a user to one or more equipment interact with the server 500 communicate, and/or with make the clothes
Any equipment (such as router, modem etc. that business device 500 can be communicated with one or more of the other calculating equipment
Deng) communication.This communication can be carried out by input/output (I/O) interface 550.Also, server 500 can also pass through net
Network adapter 560 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public network, such as because
Special net) communication.Network adapter 560 can be communicated by bus 530 with other modules of server 500.Although should be understood that
It is not shown in the figure, other hardware and/or software module can be used in conjunction with server 500, including but not limited to: microcode is set
Standby driver, redundant processing unit, external disk drive array, RAID system, tape drive and data backup storage system
System etc..
Through the above description of the embodiments, those skilled in the art it can be readily appreciated that the present invention describe it is exemplary
Embodiment can also be realized by software realization in such a way that software is in conjunction with necessary hardware.Therefore, according to this hair
The technical solution of bright embodiment can be embodied in the form of software products, which can store calculates at one
In the readable storage medium of machine (can be CD-ROM, USB flash disk, mobile hard disk etc.) or on network, including some instructions are so that one
Platform calculates equipment (can be personal computer, server or network equipment etc.) and executes according to the above method of the present invention.When
When the computer program is executed by a data processing equipment so that the computer-readable medium can be realized it is of the invention upper
State method, it may be assumed that a method of based on the decision engine monitoring that support is configurable.
The computer program can store on one or more computer-readable mediums.Computer-readable medium can be with
It is readable signal medium or readable storage medium storing program for executing.Readable storage medium storing program for executing for example can be but be not limited to electricity, magnetic, optical, electromagnetic, red
The system of outside line or semiconductor, device or device, or any above combination.The more specific example of readable storage medium storing program for executing
(non exhaustive list) includes: the electrical connection with one or more conducting wires, portable disc, hard disk, random access memory
(RAM), read-only memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc
Read memory (CD-ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.
The computer readable storage medium may include in a base band or the data as the propagation of carrier wave a part are believed
Number, wherein carrying readable program code.The data-signal of this propagation can take various forms, including but not limited to electromagnetism
Signal, optical signal or above-mentioned any appropriate combination.Readable storage medium storing program for executing can also be any other than readable storage medium storing program for executing
Readable medium, the readable medium can send, propagate or transmit for by instruction execution system, device or device use or
Person's program in connection.The program code for including on readable storage medium storing program for executing can transmit with any suitable medium, packet
Include but be not limited to wireless, wired, optical cable, RF etc. or above-mentioned any appropriate combination.
The program for executing operation of the present invention can be write with any combination of one or more programming languages
Code, described program design language include object oriented program language-Java, C++ etc., further include conventional
Procedural programming language-such as " C " language or similar programming language.Program code can be fully in user
It calculates and executes in equipment, partly executes on a user device, being executed as an independent software package, partially in user's calculating
Upper side point is executed on a remote computing or is executed in remote computing device or server completely.It is being related to far
Journey calculates in the situation of equipment, and remote computing device can pass through the network of any kind, including local area network (LAN) or wide area network
(WAN), it is connected to user calculating equipment, or, it may be connected to external computing device (such as utilize ISP
To be connected by internet).
In conclusion the present invention can be implemented in hardware, or the software to run on one or more processors
Module is realized, or is implemented in a combination thereof.It will be understood by those of skill in the art that micro process can be used in practice
The communications data processing units such as device or digital signal processor (DSP) come realize according to embodiments of the present invention in it is some or
The some or all functions of whole components.The present invention is also implemented as a part for executing method as described herein
Or whole device or device program (for example, computer program and computer program product).Such realization present invention
Program can store on a computer-readable medium, or may be in the form of one or more signals.Such letter
It number can be downloaded from an internet website to obtain, be perhaps provided on the carrier signal or be provided in any other form.
Particular embodiments described above has carried out further in detail the purpose of the present invention, technical scheme and beneficial effects
It describes in detail bright, it should be understood that the present invention is not inherently related to any certain computer, virtual bench or electronic equipment, various
The present invention also may be implemented in fexible unit.The above is only a specific embodiment of the present invention, is not limited to this hair
Bright, all within the spirits and principles of the present invention, any modification, equivalent substitution, improvement and etc. done should be included in the present invention
Protection scope within.
Claims (8)
1. a kind of alarm method for supporting configurable decision engine, comprising:
Obtain the real-time monitoring data of each operational indicator；
Alarm threshold value is set according to the business demand of the business；
The exception level of the operational indicator is evaluated according to the method for rule and model score；
Next step operation is carried out according to the exception level of the monitoring data, the alarm threshold value and the operational indicator.
2. according to the method described in claim 1, including:
It is described to include: according to the business demand of business setting alarm threshold value
According to the business demand of the business, alarm rule is selected to be combined, and sets alarm threshold value.
3. -2 described in any item methods according to claim 1, comprising:
The method according to rule and model score evaluates the exception level of the operational indicator and includes:
Determine whether operational indicator is abnormal, obtains according to the method for simple rule, complex rule, customized rules and model score
Determine result；
Determined according to described as a result, setting exception level.
4. method according to claim 1-3, comprising:
The exception level of the monitoring data according to, the alarm threshold value and the operational indicator carries out next step operation
Include:
When the operational indicator exception level be more than the alarm threshold value, then trigger warning function.
5. method according to claim 1-4, comprising:
The triggering warning function further comprises:
According to the exception level of the operational indicator, the business personnel that notice is responsible for the operational indicator handles abnormal；
After the business personnel handles exception, alarm, and recording exceptional reason and solution simultaneously are released.
6. a kind of device for supporting configurable decision engine alarm method, comprising:
Acquiring unit, for obtaining the real-time monitoring data of each operational indicator；
Alarm threshold value unit is set, for setting alarm threshold value according to the business demand of the business；
Exception level judges unit, for evaluating the exception etc. of the operational indicator according to the method for rule and model score
Grade；
Execution unit, for being carried out according to the exception level of the monitoring data, the alarm threshold value and the operational indicator
It operates in next step.
7. a kind of electronic equipment, comprising: processor；And the memory of computer executable instructions is stored, the executable finger
Order makes the processor execute method according to any one of claims 1-7 when executed.
8. a kind of computer readable storage medium, wherein the computer-readable recording medium storage one or more program, institute
It states one or more programs when being executed by a processor, realizes method of any of claims 1-7.
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