CN107766197A - A kind of method by analyzing operation/maintenance data monitoring and optimization topology in real time - Google Patents
A kind of method by analyzing operation/maintenance data monitoring and optimization topology in real time Download PDFInfo
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- CN107766197A CN107766197A CN201610698533.0A CN201610698533A CN107766197A CN 107766197 A CN107766197 A CN 107766197A CN 201610698533 A CN201610698533 A CN 201610698533A CN 107766197 A CN107766197 A CN 107766197A
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Abstract
The invention discloses a kind of method by analyzing operation/maintenance data monitoring and optimization topology in real time, become the monitoring product structure of solidification as the open monitoring product design for adding intelligence dimension strategy, the gathering of data, abnormal judgement and the processing of data are mutually peeled off, abnormal cross the border is separated with failure, with the intelligence dimension strategy of sharpness of border for stand-alone program body, it can be loaded into management system, continuous strengthening system intelligent processing capacity；" health standards " of each management object associated " with period dimension " are extracted with algorithm, constantly collect each monitoring point service data, compared with the period health standards, draw health status deviation, situation of crossing the border is counted, obtains system operation health degree trend, sign of pinpointing the problems, prompting user in time, prevents trouble before it happens；Different situations are can adapt to, is not completely cured and changes operation management method according to actual conditions, it is horizontal constantly to lift operation management.
Description
Technical field
The present invention relates to computer O＆M technical field, more particularly to it is a kind of by analyzing operation/maintenance data monitoring and excellent in real time
Change the method for topology.
Background technology
With the deep development of informatization, IT systems have become the critical infrastructures of core business processing；For
Ensure network, server, the normal operations of database IT resources, it is necessary to be maintained；When system occurs abnormal
It can in time produce and alert and notify operation maintenance personnel, operation maintenance personnel positions according to alarm to abnormal, diagnoses, and complete phase
The attended operation answered.In the management of O＆M, it is different to have many management objects, thus the index that their needs monitor
It is different, the density of monitoring is different, and normally whether criterion is different to index, finds the place after index deviation
Put analysis, disposal operations are also different.But it is usually identical or approximate to have many management objects, at present, for all
Object is managed, is come typically by entirely different monitoring index, monitoring density, criterion, Analysis of The Disposal and disposal operations
Operation management is carried out, thus when encountering identical or approximate, many is exactly to repeat operation management so that operation management
It is complicated.
The content of the invention
In view of the technical field above shortcomings of operation management at present, the present invention provides one kind by analyzing O＆M in real time
The method of data monitoring and optimization topology, can adapt to different situations, is not completely cured and changes operation management method according to actual conditions,
Constantly lifting operation management is horizontal.
This method comprises the following steps：
Feature according to object is managed establishes monitoring standard module and each funtion part to operation management system is configured to be adjusted
Management tool；
According to the achievement data of each management object of monitoring standard module collection and recorded；
Achievement data according to object is managed under normal circumstances establishes health operation baseline and is used to be managed pair according to the baseline
Elephant runs whether healthy judgement；
Intelligence dimension strategy is established by encapsulation manager method；
Load the intelligence dimension strategy and call management tool to carry out operation management according to judged result.
According to one aspect of the present invention, the feature according to management object establishes monitoring standard module concretely：Establish
Monitoring object storehouse and the division that grade is carried out according to the feature of management object；Different according to grade take difference to management object
Monitoring Rules be monitored；Corresponding management rule is established according to different Monitoring Rules.
It is described that the achievement data of each management object is gathered according to monitoring standard module and is subject to according to one aspect of the present invention
Record is concretely：Pass through the reality of management rule preset on monitoring standard module continuously, periodically acquisition management object index
When status data, and the real time status data to collecting recorded preservation with history of forming data.
It is described to be specially to establish intelligence dimension strategy by encapsulation manager method according to one aspect of the present invention：The pipe
Reason method is by putting into practice, accumulate and summarizing to be adjusted in practical situations both, then the management method after adjustment is encapsulated into
In intelligence dimension strategy.
According to one aspect of the present invention, the loading intelligence dimension is tactful and calls management tool according to judged result
Carry out operation management concretely：The management tool opens its calling interface, described in the constantly loading of intelligent operation management system
Intelligence dimension strategy, strategy is tieed up according to the intelligence based on judged result and calls management tool to carry out operation management by calling interface.
According to one aspect of the present invention, the achievement data that the basis manages object under normal circumstances establishes health operation
The whether healthy judgement of operation of the baseline for being managed object according to the baseline is concretely：According to the historical data of selection
The data and curves that the management object index temporally changes are calculated --- health operation baseline；Using the baseline in
The heart, the achievement data rational fluctuation range --- high and low thresholds up and down are set；If the management object achievement data is upper and lower
Fluctuated between thresholding, be then judged as normal condition, be otherwise out-of-range conditions.
According to one aspect of the present invention, the method bag by analyzing operation/maintenance data monitoring and optimization topology in real time
Include：Judge the healthy trend of operation management system, and the real-time calling intelligence when finding to cross the border by counting the frequency crossed the border
Whether dimension strategy to analyze needs which type of measure taken measures and take under this healthy trend.
The advantages of present invention is implemented：Method of the present invention by analyzing operation/maintenance data monitoring and optimization topology in real time is led to
Cross and monitoring standard module is established according to the feature of management object and each funtion part to operation management system is configured to be called
Management tool；According to the achievement data of each management object of monitoring standard module collection and recorded；According to normal condition down tube
Whether healthy operation of the achievement data foundation health operation baseline of reason object for being managed object according to the baseline be to sentence
It is disconnected；Intelligence dimension strategy is established by encapsulation manager method；Load the intelligence dimension strategy and management work is called according to judged result
Tool carries out operation management, becomes the monitoring product structure of solidification as the open monitoring product design for adding intelligence dimension strategy, number
According to gather, abnormal judgement and the processing of data are mutually peeled off, cross the border and failure is separated abnormal, tieed up with the intelligence of sharpness of border
Strategy is stand-alone program body, can be loaded into management system, continuous strengthening system intelligent processing capacity；Extracted with algorithm
" health standards " of each management object associated " with period dimension ", constantly collect each monitoring point service data, during with this
Section health standards compare, and draw health status deviation, count situation of crossing the border, obtain system operation health degree trend, find
Problem sign, prompts user in time, prevents trouble before it happens；Different situations are can adapt to, is not completely cured and changes O＆M according to actual conditions
Management method, it is horizontal constantly to lift operation management.
Brief description of the drawings
Fig. 1 is a kind of method schematic diagram by analyzing operation/maintenance data monitoring and optimization topology in real time of the present invention.
Embodiment
As shown in Fig. 1, a kind of method by analyzing operation/maintenance data monitoring and optimization topology in real time is described by real-time
The method of the monitoring of analysis operation/maintenance data and optimization topology comprises the following steps：
Step S1：Monitoring standard module is established and to each funtion part configuration of operation management system according to the feature of management object
Into the management tool that can be called；
The step S1 establishes monitoring standard module according to the feature of management object and each funtion part to operation management system is matched somebody with somebody
Being set to the embodiment for the management tool that can be called can be：Establish monitoring object storehouse and entered according to the feature of management object
The division of row grade；Different according to grade take different Monitoring Rules to be monitored management object；According to different monitorings
Rule establishes corresponding management rule.
By carrying out architecture design to operation management system, be configured to each funtion part of operation management system can quilt
The management tool of calling and its open calling interface.
Whole operational system is regarded as a data warehouse from inside, a collection of analysis that can be called, execution instrument, passed through
Simple programming, to read oneself desired data, call the function of oneself needing.For example, original operational system includes a pipe
Object monitoring part is managed, then the monitoring portion can be set up separately by architecture design and be calculated as monitoring standard module, the monitoring standard module includes
The Monitoring Rules of object and preset management rule, and the calling interface of the open monitoring standard module are managed, can be connect by calling
Mouth calls the monitoring standard module to be monitored management object.
The monitoring system structure originally solidified by so changing, has carried out open architecture design, data
Collection, abnormal judgement and the processing of data are mutually peeled off, and abnormal cross the border are separated with failure, and these funtion parts are configured
It is opened to using data as coupling into the management tool that can be called, and internal structure, function with clearly calling interface
It is opened to and
In actual applications, the embodiment can also be：
Establish monitoring object storehouse and the division of grade is carried out according to the feature of management object, concretely：Establishing monitoring object
The feature of acquisition management object during storehouse, different grades is divided into by object is managed according to the feature collected.In operation management
On, importance identical management object is usually identical or approximate, and the management object of importance, and they need the finger monitored
Mark is different, and the density of monitoring is different, and normally whether criterion is different to index, it is found that after index deviates
Analysis of The Disposal, disposal operations are also different.So according to management object significance level will manage object be divided into it is different
Grade, the management object of equal importance are classified as same grade.The feature can be：Type, IP addresses etc..
The managed object class is not concretely：The management object definition that will be provided with same characteristic features is a classification, such as " road
By device ", " Windows ", " Oracle " etc., same management object only may specify a classification.According to IP addressable pipes
Object range is managed, concretely：The scope for managing object other for managed object class, that rule is applicable, the scope are specific
Can be some network segment, such as specific some management under " 192.168.1.1-192.168.1.10 " or some classification
Object.
Different according to grade take different Monitoring Rules to be monitored management object, concretely：Because different etc.
The importance of the management object of level is different, and so as to which its corresponding regulatory requirement is different, that is, they need what is monitored
Index is different, and the density of monitoring is different, thus needs to set different default prisons for the management object of each grade
Gauge is then.
Monitoring Rules are established respectively to each class object in same hierarchical management object, each key technical index,
Concretely：The management object of same grade, its each class object is different, while each crucial index is also not
Together, so as to need further to refine on the Monitoring Rules of same grade, built to each class object and each key index
Vertical Monitoring Rules.The foundation of the Monitoring Rules is carried out according to the management method of loading.
Enter when managing object storage according to corresponding to being classified to its feature in grade and according to corresponding Monitoring Rules
Row monitoring, concretely：The new management object for adding monitoring object storehouse, as long as grade, type meet, automatically according to corresponding prison
Gauge then performs monitoring management to the index.For example, an original cisco router, belongs to router classification, the rear China of increase by one again
For router, then it can directly be included into router classification and be monitored management.
Corresponding management rule is established according to different Monitoring Rules.
Step S2：According to the achievement data of each management object of monitoring standard module collection and recorded；
The step S2 is according to each achievement data for managing object of monitoring standard module collection and the embodiment recorded
Can be：
Continuous, substantial amounts of data are carried out by the preset management rule of monitoring standard module to each management object and each monitoring point to adopt
Collection.For example, if the preset management rule of monitoring standard module is " collection CPU utilization rate ", CPU is made by monitoring standard module
Continuous, cycle, substantial amounts of collection are carried out with rate.
Real time status by preset management rule continuously, periodically acquisition management object index is collected
The real time status data of corresponding management object index carry out merger preservation, form substantial amounts of historical data by axle of the time, this is
It is following that we carry out " data " basis of network analysis.
Step S3：Achievement data according to object is managed under normal circumstances is established health operation baseline and is used for according to the base
Line is managed the whether healthy judgement of operation of object；
The step S3：：Achievement data according to object is managed under normal circumstances is established health operation baseline and is used for according to the base
The embodiment that line is managed the whether healthy judgement of operation of object can be：
Based on these historical datas, the work period for taking a system to run well, such as 1 week or January, by the period
All real time status information merger for collecting of monitoring standard module preserve the historical data to be formed and extract.
Based on select come run well the cycle in historical data, mathematically handle after obtain one certain management
The data and curves that object key index temporally changes --- health operation baseline.For example, the CPU according to normal operation in January
Utilization rate obtained the data and curves changed over time.
In actual applications, the baseline may also include day baseline and all baselines.
Day baseline：The data of a few days recently are selected to carry out comprehensive descision from the historical record of the index；
All baselines：All data a few recently are selected to carry out comprehensive descision from the historical record of the index.
In actual applications, the health operation baseline is a curve, and its abscissa is time shaft, and ordinate is index
Value.
For example, day baseline type, the scope of the abscissa of baseline is one day, from 0 point to 24 points.
For example, all baseline types, the scope of the abscissa of baseline is one week, 24 points from 0 point of Monday to Sunday.
The health operation baseline can be specified from which day or which week historical record data by user.
Centered on the baseline, the achievement data rational fluctuation range up and down is set --- high and low thresholds, specifically may be used
For：It is considered that on the premise of IT ambient stables, business use stabilization, during following normal business is carried out, certain will be specific
The fluctuation of the important level of control instantaneous value of object should be in a rational fluctuation range for surrounding baseline, using baseline in
The heart, up and down rational fluctuation range we be referred to as high and low thresholds.
The high and low thresholds are specifically divided into Upper threshold and Lower Threshold, the parameter that Upper threshold or Lower Threshold can be set according to user
Calculated, for example, according to the parameter setting of user's CPU utilization rates, calculably visiting for CPU utilization rates is limited to 15%,
Its Xiamen is limited to 10%.
If the management object achievement data is fluctuated between high and low thresholds, it is judged as normal condition, otherwise for more
Boundary's state, concretely：Data fluctuations between high and low thresholds are normal, are referred to as health, and beyond the fluctuation of thresholding, we claim
To cross the border.For example, certain CPU utilization rate index health operation baseline is using day baseline, it is assumed that current time is the morning 10
Point 15 minutes, then the moment, which is corresponded on baseline curve, to be had a bit, it is assumed that its value CPU utilization rates are 55%, that is to say, that history
On 10 points of daily 15 minutes CPU utilization rate be 55%；So added according to the definition of high and low thresholds, the value of the point
Upper threshold is the threshold value of the moment upper limit, and the value of the point subtracts the threshold value that Lower Threshold is the moment lower limit, if current CPU
Utilization rate is more than upper limit threshold or less than lower threshold, then is exactly to cross the border.Assuming that the visiting for CPU utilization rates is limited to
15%, Xiamen is limited to 10%, then the upper limit threshold of the CPU utilization rates is 70%, and its lower threshold is 45%, if collecting
Current time CPU utilization rate be 85%, then be judged as crossing the border；Similarly, if the current time CPU utilization rate collected is
40%, equally it is judged as crossing the border；If the current time CPU utilization rate collected is 60%, it is judged as normal.
In actual applications, it is probably different that the point of baseline curve is corresponded at the time of different, so threshold value at different moments
And dynamic change.
Judge the healthy trend of operation management system by counting the frequency crossed the border, concretely：More boundary treaty is frequent,
It imply that the hidden danger of service operation is bigger, it is more unhealthy, then it can judge operation management system by counting the frequency crossed the border
The healthy trend of system.And whether real-time calling intelligence dimension strategy needs to take to arrange to analyze under this healthy trend when finding to cross the border
Which type of measure applied and take.
Step S4：Intelligence dimension strategy is established by encapsulation manager method；
The step S4 by encapsulation manager method come establish intelligence dimension strategy embodiment can be：The management method
Intelligence dimension plan is encapsulated into by putting into practice, accumulate and summarizing to be adjusted in practical situations both, then the management method after adjustment
In slightly.For example, a management method " being monitored to CPU utilization rates " can be encapsulated into the intelligence dimension strategy, then in intelligence dimension strategy
Just include this method, so as to call related monitoring standard module to be monitored CPU utilization rates by calling interface, so as to real
Existing operation management.
Can the ideasand methods of operation management grow with each passing hour forever, are in forever during best practices, user
Experience caused by constantly easily adds whole intelligent monitoring system, constantly improve it, increase its " intelligence " and be system whether there is
The important leverage of vitality.
So as to which the management method encapsulated in intelligence dimension strategy is by putting into practice, accumulate and summarizing to enter under actual conditions
Row adjustment, the management method after adjustment is encapsulated into intelligence dimension strategy, it is achieved thereby that the adjustment change of intelligence dimension strategy.With side
Clearly intelligence dimension strategy is stand-alone program body on boundary, can be loaded into management system, continuous strengthening system intelligent processing capacity.
Step S5：Load the intelligence dimension strategy and call management tool to carry out operation management according to judged result.
The step S5 loads the intelligence dimension strategy and calls management tool to carry out operation management according to judged result
Embodiment can be：The management tool opens its calling interface, and intelligent operation management system constantly loads the intelligence dimension
Strategy, strategy is tieed up according to the intelligence based on judged result and calls management tool to carry out operation management by calling interface.
After operation management system operation, do not stop to load new intelligence dimension strategy to carry out operation management to realize new O＆M
Management method is realized.Support analysis, the execution of analytical structure of intelligence dimension strategy.For example, operation management system most starts loading
Intelligence dimension strategy includes a management method " being monitored to CPU utilization rates ", so as to which operational system has been begun to CPU utilization rates
Monitoring, and after a period of time is monitored, pinpoint the problems, so as to reload intelligence dimension strategy, including " reducing CPU
Utilization rate ", then operation management system by calling interface related management instrument can be called to reduce CPU utilization rate.From
And realize intelligent operation management.
The management tool is called so as to realize different management work(by calling interface by the intelligence dimension strategy of loading
Can, finally realize operation management.
We architecturally, new management method can be encapsulated into intelligence dimension strategy, and intelligence dimension strategy can be in management system
Go into operation and constantly loaded after running, without changing O＆M monitoring system, it is horizontal constantly to lift operation management.
By establishing monitoring standard module and to each funtion part configuration of operation management system according to the feature of management object
Into the management tool that can be called；According to the achievement data of each management object of monitoring standard module collection and recorded；According to just
Operation of the achievement data foundation health operation baseline of object for being managed object according to the baseline is managed under reason condition to be good for
Health whether judgement；Intelligence dimension strategy is established by encapsulation manager method；Load intelligence dimension strategy and according to judged result come
Call management tool to carry out operation management, become the monitoring product structure of solidification as the open monitoring product for adding intelligence dimension strategy
Design, the gathering of data, abnormal judgement and the processing of data are mutually peeled off, crossed the border and failure is separated abnormal, with border
Clearly intelligence dimension strategy is stand-alone program body, can be loaded into management system, continuous strengthening system intelligent processing capacity；With
Algorithm extracts " health standards " of each management object associated " with period dimension ", constantly collects each monitoring point operation number
According to being compared with the period health standards, draw health status deviation, statistics is crossed the border situation, obtains system operation health degree
Trend, sign of pinpointing the problems, prompts user in time, prevents trouble before it happens；Different situations are can adapt to, are not completely cured according to actual conditions
Operation management method is changed, it is horizontal constantly to lift operation management.
Claims (7)
- A kind of 1. method by analyzing operation/maintenance data monitoring and optimization topology in real time, it is characterised in that comprise the following steps：Feature according to object is managed establishes monitoring standard module and each funtion part to operation management system is configured to be adjusted Management tool；According to the achievement data of each management object of monitoring standard module collection and recorded；Achievement data according to object is managed under normal circumstances establishes health operation baseline and is used to be managed pair according to the baselineElephant runs whether healthy judgement；Intelligence dimension strategy is established by encapsulation manager method；Load the intelligence dimension strategy and call management tool to carry out operation management according to judged result.
- 2. the method according to claim 1, it is characterised in that the feature according to management object establishes monitoring standard module Concretely：Establish monitoring object storehouse and the division of grade is carried out according to the feature of management object；According to the difference of grade to pipe Reason object takes different Monitoring Rules to be monitored；Corresponding management rule is established according to different Monitoring Rules.
- 3. the method according to claim 2, it is characterised in that described that each management object is gathered according to monitoring standard module Achievement data is simultaneously recorded concretely：Pass through management rule preset on monitoring standard module continuously, periodically collection tube The real time status data of object index are managed, and the real time status data to collecting are recorded preservation with history of forming data.
- 4. the method according to claim 1, it is characterised in that described that intelligence dimension strategy is established by encapsulation manager method Specially：The management method is by putting into practice, accumulate and summarizing to be adjusted in practical situations both, then the pipe after adjustment Reason method is encapsulated into intelligence dimension strategy.
- 5. the method according to claim 1, it is characterised in that the loading intelligence dimension is tactful and according to judged result To call management tool to carry out operation management concretely：The management tool opens its calling interface, intelligent operation management system System constantly loads the intelligence dimension strategy, ties up strategy according to the intelligence based on judged result and calls management tool to enter by calling interface Row operation management.
- 6. the method according to one of claim 1 to 5, it is characterised in that the basis manages object under normal circumstances Achievement data establish health operation baseline be used to be managed according to the baseline object the whether healthy judgement of operation it is specific Can be：The data and curves for managing object index and temporally changing are calculated according to the historical data of selection --- health fortune Row baseline；Centered on the baseline, the achievement data rational fluctuation range --- high and low thresholds up and down are set；If the pipe Reason object achievement data is fluctuated between high and low thresholds, then is judged as normal condition, is otherwise out-of-range conditions.
- 7. the method according to claim 6, it is characterised in that methods described includes：By count the frequency crossed the border come Judge the healthy trend of operation management system, and real-time calling intelligence ties up strategy to analyze under this healthy trend when finding to cross the border Which type of whether need that measure taken measures and take.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111176872A (en) * | 2019-12-12 | 2020-05-19 | 北京邮电大学 | Monitoring data processing method, system, device and storage medium for IT operation and maintenance |
| CN111382172A (en) * | 2018-12-29 | 2020-07-07 | 中国电力科学研究院有限公司 | Power distribution terminal backup power supply multivariate health degree self-checking method and system |
-
2016
- 2016-08-21 CN CN201610698533.0A patent/CN107766197A/en active Pending
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111382172A (en) * | 2018-12-29 | 2020-07-07 | 中国电力科学研究院有限公司 | Power distribution terminal backup power supply multivariate health degree self-checking method and system |
| CN111176872A (en) * | 2019-12-12 | 2020-05-19 | 北京邮电大学 | Monitoring data processing method, system, device and storage medium for IT operation and maintenance |
| CN111176872B (en) * | 2019-12-12 | 2021-05-07 | 北京邮电大学 | Monitoring data processing method, system, device and storage medium for IT operation and maintenance |
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