CN106452931A - Monitoring index, domain value discovery method, domain value adjusting method and automatic monitoring system - Google Patents

Monitoring index, domain value discovery method, domain value adjusting method and automatic monitoring system Download PDF

Info

Publication number
CN106452931A
CN106452931A CN201611226671.5A CN201611226671A CN106452931A CN 106452931 A CN106452931 A CN 106452931A CN 201611226671 A CN201611226671 A CN 201611226671A CN 106452931 A CN106452931 A CN 106452931A
Authority
CN
China
Prior art keywords
monitor control
index
control index
setting
value
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.)
Granted
Application number
CN201611226671.5A
Other languages
Chinese (zh)
Other versions
CN106452931B (en
Inventor
何虎威
王艳华
王英凯
信怀义
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
China Construction Bank Corp
Original Assignee
China Construction Bank Corp
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by China Construction Bank Corp filed Critical China Construction Bank Corp
Priority to CN201611226671.5A priority Critical patent/CN106452931B/en
Publication of CN106452931A publication Critical patent/CN106452931A/en
Application granted granted Critical
Publication of CN106452931B publication Critical patent/CN106452931B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance or administration or management of packet switching networks
    • H04L41/08Configuration management of network or network elements
    • H04L41/0876Aspects of the degree of configuration automation
    • H04L41/0886Fully automatic configuration
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/3003Monitoring arrangements specially adapted to the computing system or computing system component being monitored
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/3058Monitoring arrangements for monitoring environmental properties or parameters of the computing system or of the computing system component, e.g. monitoring of power, currents, temperature, humidity, position, vibrations
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance or administration or management of packet switching networks
    • H04L41/06Arrangements for maintenance or administration or management of packet switching networks involving management of faults or events or alarms
    • H04L41/0631Alarm or event or notifications correlation; Root cause analysis

Abstract

The invention provides an automatic monitoring system which comprises an adaptive module, an acquisition module, a comparison module and an alarm module, wherein the adaptive module is connected with the acquisition module and the comparison module and used for discovering monitoring indexes in a monitored system, calculating the domain value range of the discovered monitoring indexes, storing the monitoring indexes in a monitoring index base and storing the domain value range of the monitoring indexes in a domain value range database, the acquisition module and the comparison module are used for acquiring index values of the monitoring indexes stored in the monitoring index base, comparing the index values of the monitoring indexes with the domain value range of the monitoring indexes stored in the domain value range database, judging whether the index values of the monitoring indexes exceed the domain value range of the monitoring indexes or not, and calling the alarm module to give an alarm when the index values of the monitoring indexes exceed the domain value range of the monitoring indexes. The automatic monitoring system can automatically discover new monitoring indexes and replace labor to add the monitoring indexes.

Description

Monitor control index and thresholding find method, thresholding method of adjustment and automatic monitored control system
Technical field
The present invention relates to system O&M technical field, more particularly, to a kind of monitor control index and thresholding find that method, thresholding are adjusted Adjusting method and automatic monitored control system.
Background technology
System monitoring refers to that the one kind taken for finding the system failure as early as possible is persistently adopted in information system running Collecting system indices, analyze and compare with normal value and carry out a sets of plan of early warning.
Existing monitoring system generally requires and is manually entered the index needing monitoring, and designs corresponding thresholding and supervised The realization of control.Monitoring system under the conditions of prior art, it is possible to achieve the major function of monitoring:Acquisition index, contrast thresholding, product Raw warning, but, for the change of monitor control index, the such as discovery of monitor control index and increase, need by being accomplished manually.For greatly During the arrangement monitoring of type system, need to increase the substantial amounts of index needing monitoring, now by being accomplished manually monitor control index Find and increase, need to consume the substantial amounts of time, reduce the ageing of monitoring.
Content of the invention
Defect based on prior art and deficiency, the present invention proposes a kind of monitor control index and thresholding finds that method, thresholding are adjusted Adjusting method and automatic monitored control system, can be automatically performed the discovery of monitor control index and increase work, and can be automatically to monitoring The domain value range of index is adjusted.
A kind of automatic monitored control system, including:
Adaptation module, acquisition module, comparison module, alarm module;
Wherein, described adaptation module is connected with described acquisition module and described comparison module, monitored for finding Monitor control index in system, calculates the domain value range of the described monitor control index finding, and described monitor control index is saved in itself Monitor control index storehouse, and the domain value range data base domain value range of described monitor control index being saved in itself;
Described acquisition module is connected with described comparison module, for gathering described adaptation module in monitored system Monitor control index storehouse in the desired value of monitor control index that preserves, and described desired value is sent to described comparison module;
Described comparison module is connected with described alarm module, the finger of the monitor control index for collecting described acquisition module Scale value is contrasted with the domain value range of the described monitor control index of preservation in the domain value range data base of described adaptation module, sentences Whether the desired value of disconnected described monitor control index exceeds the domain value range of described monitor control index, when the desired value of described monitor control index surpasses Go out described monitor control index domain value range when, call described alarm module to give a warning;
Described alarm module, the desired value for judging monitor control index in described comparison module exceeds described monitor control index During domain value range, give a warning.
Preferably, described adaptation module finds the monitor control index in monitored system, calculates the described monitoring finding During the domain value range of index, specifically for:
Obtain library of object, described library of object comprises all objects in monitored system, and the institute of each object There is index;
According to the data in described library of object, in setting time section, monitored system is scanned, will scan Arrive, and a certain index identical in all indexs of all objects in described library of object, and the index not being monitored, if It is set to monitor control index;
According to the desired value scanning the described monitor control index obtaining in setting time section, it is calculated described monitor control index Domain value range.
Preferably, described adaptation module is according to the data in described library of object, to monitored in setting time section System is scanned, and scanning is obtained, and a certain index identical in all indexs of all objects in described library of object, And the index not being monitored, when being set as monitor control index, specifically for:
According to the data in described library of object, the cycle according to setting is scanned to monitored system;
After continuous scanning set point number, writing scan obtains, in all indexs of all objects in described library of object A certain index identical, and be not monitored index;
The number of times that the recorded index of statistics occurs respectively, will appear from number of times with scanning times identical target setting is prison Control index.
Preferably, described adaptation module is additionally operable to:
According to the desired value of described acquisition module monitor control index of collection within the time period setting, adjust described monitoring and refer to Target domain value range.
Preferably, the monitor control index that described adaptation module gathers within the time period setting according to described acquisition module Desired value, during the domain value range of the described monitor control index of adjustment, specifically for:
According to the desired value of described acquisition module monitor control index of collection within the time period setting, prediction obtains described prison Domain value range in the very first time interval setting for the control index;
Institute according to the collection in the second time period that each in the time period of described setting sets of described acquisition module State the desired value of monitor control index, and domain value range in the very first time interval setting for the described monitor control index, further in advance Record domain value range in each second time period setting in the very first time interval setting for the described monitor control index;Its In, the second time period of described setting is less than the time period of described setting and the very first time interval of described setting;
By thresholding model in each second time period setting in the very first time interval setting for the described monitor control index Enclose, be adjusted to and predict the described monitor control index obtaining in each second time period setting in interval of the described very first time Domain value range.
Preferably, described adaptation module is additionally operable to:
Obtain the desired value particular time information of monitor control index, according to described desired value particular time information, to described prison Control index is adjusted in the domain value range of particular time.
Preferably, described adaptation module obtains the desired value particular time information of monitor control index, according to described desired value Particular time information, to described monitor control index when the domain value range of particular time is adjusted, specifically for:
Obtain the desired value particular time information of monitor control index, and identify from described desired value particular time information and obtain The desired value particular time of described monitor control index and desired value variation tendency;
According to described desired value variation tendency, increase the thresholding model in described desired value particular time for the described monitor control index Enclose.
Preferably, described comparison module, is additionally operable to:
For the monitor control index that there is linkage desired value, when the desired value judging described monitor control index exceeds domain value range When, by inquiring about the change of the linkage desired value associating with described monitor control index, verify whether described monitor control index really occurs Abnormal.
A kind of monitor control index and thresholding find method, including:
Obtain library of object, described library of object comprises all objects in monitored system, and the institute of each object There is index;
According to the data in described library of object, in setting time section, monitored system is scanned, will scan Arrive, and a certain index identical in all indexs of all objects in described library of object, and the index not being monitored, if It is set to monitor control index;
According to the desired value scanning the described monitor control index obtaining in setting time section, it is calculated described monitor control index Domain value range.
Preferably, described according to the data in described library of object, in setting time section, monitored system is swept Retouch, scanning is obtained, and a certain index identical in all indexs of all objects in described library of object, and do not supervised The index of control, is set as monitor control index, including:
According to the data in described library of object, in setting time section, the cycle according to setting enters to monitored system Row scanning;
After continuous scanning set point number, writing scan obtains, in all indexs of all objects in described library of object A certain index identical, and be not monitored index;
The number of times that the recorded index of statistics occurs respectively, will appear from number of times with scanning times identical target setting is prison Control index.
A kind of thresholding method of adjustment, including:
According to the desired value of the monitor control index of collection within the time period setting, prediction obtains described monitor control index and is setting The very first time interval in domain value range;
According to the described monitor control index of collection in the second time period that each in the time period of described setting sets Desired value, and domain value range in the very first time interval setting for the described monitor control index, prediction further obtains described prison Domain value range in each second time period setting in the very first time interval setting for the control index;Wherein, described setting Second time period be less than time period of described setting and the very first time of described setting is interval;
By thresholding model in each second time period setting in the very first time interval setting for the described monitor control index Enclose, be adjusted to and predict the described monitor control index obtaining in each second time period setting in interval of the described very first time Domain value range.
Automatic monitored control system proposed by the present invention, including:Adaptation module, acquisition module, comparison module and alarm module; Wherein, adaptation module is connected with acquisition module and comparison module, for finding the monitor control index in monitored system, calculates The domain value range of the described monitor control index finding, and described monitor control index is saved in the monitor control index storehouse of itself, and by institute The domain value range stating monitor control index is saved in the domain value range data base of itself;Acquisition module gathers institute in monitored system State the desired value of the monitor control index preserving in the monitor control index storehouse of adaptation module, and described desired value is sent to compares mould Block;Protect in the desired value of the monitor control index that acquisition module is collected by comparison module and the domain value range data base of adaptation module The domain value range of the described monitor control index deposited is contrasted, and judges whether the desired value of described monitor control index refers to beyond described monitoring Target domain value range, when the desired value of described monitor control index exceeds the domain value range of described monitor control index, calls described alarm Module gives a warning.Automatic monitored control system proposed by the present invention, comprises adaptation module, can automatically find monitor control index, meter Calculate the domain value range of the monitor control index finding, be easy to monitoring system and realize monitoring, save human cost, improve system monitoring Ageing.
Brief description
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing Have technology description in required use accompanying drawing be briefly described it should be apparent that, drawings in the following description be only this Inventive embodiment, for those of ordinary skill in the art, on the premise of not paying creative work, can also basis The accompanying drawing providing obtains other accompanying drawings.
Fig. 1 is the composition structure chart of automatic monitored control system provided in an embodiment of the present invention;
Fig. 2 is the schematic flow sheet that a kind of monitor control index provided in an embodiment of the present invention and thresholding find method;
Fig. 3 is the schematic flow sheet that another kind monitor control index provided in an embodiment of the present invention and thresholding find method;
Fig. 4 is a kind of schematic flow sheet of thresholding method of adjustment provided in an embodiment of the present invention.
Specific embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Site preparation description is it is clear that described embodiment is only a part of embodiment of the present invention, rather than whole embodiments.It is based on Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of not making creative work Embodiment, broadly falls into the scope of protection of the invention.
The embodiment of the invention discloses a kind of automatic monitored control system, shown in Figure 1, this automatic monitored control system includes:
Adaptation module 101, acquisition module 102, comparison module 103, alarm module 104;
Wherein, described adaptation module 101 is connected with described acquisition module 102 and described comparison module 103, for finding Monitor control index in monitored system, calculates the domain value range of the described monitor control index finding, and described monitor control index is protected It is stored to the monitor control index storehouse of itself, and the domain value range data base domain value range of described monitor control index being saved in itself;
Specifically, in the automatic monitored control system that the embodiment of the present invention proposes, except the collection mould comprising conventional monitoring system Outside block 102, comparison module 103, alarm module 104, also add adaptation module 101.Acquisition module 102, comparison module 103rd, alarm module 104 is capable of to the monitoring setting monitor control index, and existing monitoring system, is essentially all by these three Implement of Function Module control function.Automatic monitored control system in embodiment of the present invention technical scheme, not only enables existing monitoring The control function of system, realizes automatically finding monitor control index also by increasing adaptation module 101, calculates monitor control index thresholding model The function of enclosing is so that whole automatic monitored control system can be automatically performed the increase of monitor control index, in monitoring system monitor control index item During increase, save artificial operation, and it is fast to gather way, and can improve ageing to system monitoring.
It should be noted that described adaptation module 101 can be configured so that and periodically monitoring system is scanned, Within each scan period, find the emerging index being monitored in monitoring system, newfound monitor control index is preserved To itself monitor control index storehouse, and calculate the domain value range of newfound monitor control index, be saved in itself thresholding range data Storehouse.Described adaptation module 101 may be also configured to just be triggered work when needing system is scanned, specifically Can manually trigger or event triggering, such as to triggering adaptation module 101 work etc. during system upgrade.Further, According to monitored system requirements, described adaptation module 101 may be also configured to continuous firing, increases for whole monitoring system Plus monitor control index.In addition, described monitor control index storehouse and domain value range data base, can be arranged on inside adaptation module 101, also Other inside modules can be arranged on, can also be independently arranged that is to say, that can be arranged in described automatic monitored control system Any part.Described monitor control index storehouse and domain value range data base are arranged on inside adaptation module 101 by the embodiment of the present invention, It is easy to described adaptation module 101 and carries out data storage, be only limitted to the work process of adaptation module 101 is described, not to institute State monitor control index storehouse and the position of domain value range data base and carry out considered critical.
In sum, in the automatic monitored control system that the embodiment of the present invention proposes, it is provided with adaptation module 101 and realizes certainly The dynamic function of finding monitor control index and calculate monitor control index domain value range, so that whole monitoring system more automatization.This Bright embodiment technical scheme does not limit to the specific works pattern of described adaptation module 101, to monitor control index storehouse and thresholding The position in range data storehouse does not also limit, any one mode of operation of described adaptation module 101, and described monitoring refers to Mark the optional position that storehouse and domain value range data base are arranged in automatic monitored control system, all in embodiment of the present invention protection domain Interior.
Described acquisition module 102 is connected with described comparison module 103, described adaptive for gathering in monitored system Answer the desired value of the monitor control index preserving in the monitor control index storehouse of module 101, and described desired value is sent to described compares mould Block 103;
Specifically, described acquisition module 102 completes the collecting work of the desired value of monitor control index.Acquisition module 102 according to In the cycle setting, the desired value of each monitored index in the system that collection monitoring system is monitored, by the index collecting Value is sent to comparison module 103, judges whether the index monitoring is abnormal by comparison module 103.
It should be noted that for all of monitor control index in monitor control index storehouse, acquisition module 102 periodically gathers this The desired value of a little monitor control indexs, and it is sent to comparison module 103.When adaptation module 101 increased newly in monitor control index storehouse During the monitor control index finding, acquisition module 102 still periodically in acquisition monitoring index storehouse all of monitor control index index Value, therefore, for whole automatic monitored control system, have updated monitored content, in whole monitoring system, automatically increases Monitor control index.
Described comparison module 103 is connected with described alarm module 104, for the prison collecting described acquisition module 102 The thresholding model of the described monitor control index preserving in the domain value range data base of the desired value of control index and described adaptation module 101 Enclose and contrasted, judge whether the desired value of described monitor control index exceeds the domain value range of described monitor control index, when described monitoring When the desired value of index exceeds the domain value range of described monitor control index, described alarm module 104 is called to give a warning;
Specifically, described comparison module 103 receives the desired value of the monitor control index of acquisition module 102 collection, according to described Desired value, comparison module 103 matches the domain value range of this monitor control index from domain value range data base, by acquisition module 102 The desired value of this monitor control index sending is contrasted with the domain value range of this monitor control index, you can judge the finger of this monitor control index Whether scale value exceeds the domain value range of this monitor control index, without the domain value range beyond this monitor control index, then this prison is described There is not exception in control index;If the desired value of this monitor control index exceeds the domain value range of this monitor control index, this prison is described Control index there occurs exception, calls described alarm module 104 to give a warning.
Described alarm module 104, the desired value for judging monitor control index in described comparison module 103 exceeds described monitoring During the domain value range of index, give a warning.
Automatic monitored control system proposed by the present invention, including:Adaptation module, acquisition module, comparison module and alarm module; Wherein, adaptation module is connected with acquisition module and comparison module, for finding the monitor control index in monitored system, calculates The domain value range of the described monitor control index finding, and described monitor control index is saved in the monitor control index storehouse of itself, and by institute The domain value range stating monitor control index is saved in the domain value range data base of itself;Acquisition module gathers institute in monitored system State the desired value of the monitor control index preserving in the monitor control index storehouse of adaptation module, and described desired value is sent to compares mould Block;Protect in the desired value of the monitor control index that acquisition module is collected by comparison module and the domain value range data base of adaptation module The domain value range of the described monitor control index deposited is contrasted, and judges whether the desired value of described monitor control index refers to beyond described monitoring Target domain value range, when the desired value of described monitor control index exceeds the domain value range of described monitor control index, calls described alarm Module gives a warning.Automatic monitored control system proposed by the present invention, comprises adaptation module, can automatically find monitor control index, meter Calculate the domain value range of the monitor control index finding, be easy to monitoring system and realize monitoring, save human cost, improve system monitoring Ageing.
Optionally, in another embodiment of the present invention, described adaptation module 101 finds in monitored system Monitor control index, when calculating the domain value range of described monitor control index finding, specifically for:
Obtain library of object, described library of object comprises all objects in monitored system, and the institute of each object There is index;
Specifically, when building automatic monitored control system, from the artificial application system being monitored to automatic monitored control system typing In all of object, such as system process, port, file, daily record etc., and all indexs of each object, such as process Quantity, process committed memory size, port linking number etc..These all of objects and all indexs of all objects, structure Become library of object.Content in described library of object contains the index of the be likely to require monitoring in monitored system, and, For a stable system, the summation of its all index is stable that is to say, that for a monitored system For, the content in its library of object stablize constant, only need to be when for system arrangement monitoring, in monitoring system, typing is once ?.Or, monitored system occur than larger change (such as system upgrade) when, record in corresponding monitoring system Enter new library of object.
It should be noted that after described library of object typing automatic monitored control system, being preserved by automatic monitored control system, when described from When the adaptation module 101 of dynamic monitoring system needs using data in described library of object, directly obtain from itself storage device Take described library of object.
According to the data in described library of object, in setting time section, monitored system is scanned, will scan Arrive, and a certain index identical in all indexs of all objects in described library of object, and the index not being monitored, if It is set to monitor control index;
Specifically, after adaptation module 101 gets library of object, according to library of object, the system being monitored is scanned, Scan all objects in monitored system first, include process, port, file etc., when scan and library of object in preservation During object identical object, record this object, and scan all indexs of this object further, when scan with library of object in should During all index identical indexs of object, record this index.So, found that certain needing monitoring in systems in practice Object, and the index of this object needs monitoring.
In monitored system work process, the adaptation module 101 of automatic monitored control system can periodically scan for system, To find new monitor control index, at this moment, when adaptation module 101 is according to library of object scanning system, a lot of indexs can be obtained, at this In a little indexs, some indexs have been set to monitor control index and are being monitored.If these scannings obtained Index, all as new monitor control index, can cause to repeat to store, waste of resource.Therefore, adaptation module 101 is needed in scanning During index to be monitored, the index scanning can be judged whether already set as monitor control index and be monitored, that is, sentence Whether described index of breaking has stored in monitor control index storehouse, if stored, this index is no longer set by adaptation module 101 It is set to monitor control index;If described index is not also monitored, this target setting is monitor control index by adaptation module 101.
According to the desired value scanning the described monitor control index obtaining in setting time section, it is calculated described monitor control index Domain value range.
Specifically, when adaptation module 101 scans new monitor control index, in setting time section, system can be swept Retouch, index and the desired value of this index that writing scan obtains.For some index, due to adaptation module 101 meeting Multiple-Scan in setting time section, therefore, adaptation module 101 can record its multiple desired value.This index according to record Multiple desired values, adaptation module 101 is calculated the domain value range of this index.
Adaptation module 101 calculate this index domain value range when, first pass through Denoising Algorithm, remove collect should Exceptional value in the desired value of index.Specifically, adaptation module 101 respectively statistics gatherer to this index desired value in, The probability that each desired value occurs, if the probability that a certain desired value occurs is less than the probability thresholding setting then it is assumed that this index It is worth for exceptional value, removed.For removing the desired value after exceptional value, adaptation module 101 calculates the equal of these desired values Value, as the stationary value of this index, this stationary value fluctuates the desired value scope represented by percentage ratio of setting up and down, refers to as this Target domain value range.
Optionally, in another embodiment of the present invention, described adaptation module 101 is according to the number in described library of object According to being scanned to monitored system in setting time section, scanning obtained, with all objects in described library of object A certain index identical in all indexs, and the index not being monitored, when being set as monitor control index, specifically for:
According to the data in described library of object, the cycle according to setting is scanned to monitored system;
After continuous scanning set point number, writing scan obtains, in all indexs of all objects in described library of object A certain index identical, and be not monitored index;
The number of times that the recorded index of statistics occurs respectively, will appear from number of times with scanning times identical target setting is prison Control index.
Specifically, in order to ensure acquisition quality, it is to avoid (such as process, detection network have been adjusted in manual operations to part burst factor Network port, short time process process etc.) lead to monitor unconventional object instance, the long-term object instance of impact gathers, this Bright embodiment sets adaptation module 101 and is confirmed according to the rule of continuous acquisition, and continuous acquisition is arrived set point number Target setting is the index needing monitoring.For example, the every 4 hour run-downs of adaptation module 101, continuously scanning 12 times, press According to the number of times scanning, object and index are classified, such as 12 times full scans to and the index that is not monitored is classified as one Class, scans 8 times to 12 times and monitored index is classified as a class, the index scanning less than 8 times and not being monitored It is classified as a class.Finally, 12 full scans are arrived by adaptation module 101, and the target setting not being monitored is to need to monitor Index.
It should be noted that in the embodiment of the present invention, adaptation module 101 according to the number of times decision that index is scanned is No is monitored index by this target setting, specifically, the number of times being scanned and scanning times identical sweeps every time Retouch the index being all scanned, be set as needing monitored index.It is true that in actual use, one time can be set Number threshold value, to determine whether the index scanning can be set to monitor control index.The embodiment of the present invention is equivalent to number of times threshold Value is set to identical with scanning times.In actual use, according to use demand, above-mentioned frequency threshold value can flexibly be set.
Optionally, in another embodiment of the present invention, described adaptation module 101 is additionally operable to:
According to the desired value of described acquisition module 102 monitor control index of collection within the time period setting, adjust described prison The domain value range of control index.
Specifically, in application system and its corresponding monitoring system course of normal operation, long-term in order to meet system Business development demand, adaptation module 101 can according to the desired value of institute's monitor control index regularity fluctuation, to monitor control index Domain value range be adjusted, reduce system alarm quantity.Such as, a certain index according to acquisition module 102 long-term acquisition Desired value, adaptation module 102 analysis obtains the variation tendency of this desired value desired value within ensuing a period of time, then certainly Adapt to module 102 according to this desired value in the desired value variation tendency of following a period of time, adjust this desired value following The domain value range of a period of time, makes the domain value range in following a period of time for this desired value more meet this desired value and normally refers to Scale value variation tendency.
Optionally, in another embodiment of the present invention, described adaptation module 101 is according to described acquisition module 102 The desired value of the monitor control index of collection within the time period setting, during the domain value range of the described monitor control index of adjustment, specifically for:
According to the desired value of described acquisition module 102 monitor control index of collection within the time period setting, prediction obtains institute State domain value range in the very first time interval setting for the monitor control index;
The collection in the second time period that each in the time period of described setting sets according to described acquisition module 102 The desired value of described monitor control index, and domain value range in the very first time interval setting for the described monitor control index, further Prediction obtains domain value range in each second time period setting in the very first time interval setting for the described monitor control index; Wherein, the second time period of described setting is less than the time period of described setting and the very first time interval of described setting;
By thresholding model in each second time period setting in the very first time interval setting for the described monitor control index Enclose, be adjusted to and predict the described monitor control index obtaining in each second time period setting in interval of the described very first time Domain value range.
Specifically, for a system, a certain index of its certain object, during life-time service, its index Value is according to certain Long-term change trend, for these monitor control indexs, if its domain value range keeps constant, may result in monitoring During this index, frequently report to the police, and actually this object or this index is in normal work, this results in monitoring failure.
In order to meet system long-term business growth requirement, described in the embodiment of the present invention, monitoring system is according in setting time section Monitoring to monitor control index, the domain value range of adjust automatically monitor control index, so that monitoring system is consistent with monitored system.Specifically , in the automatic monitored control system described in the embodiment of the present invention, adaptation module 101 is according to acquisition module 102 in setting time The desired value of the monitor control index of collection in section, using linear regression algorithm, prediction obtains the very first time in ensuing setting In interval, the desired value domain value range of this monitor control index.For example, adaptation module 101 is according to acquisition module 102 in the previous year The desired value of a certain monitor control index of interior collection, the change that prediction obtains this monitor control index desired value in following month becomes Gesture, according to this variation tendency, and the stationary value of this monitor control index, obtain the index codomain that this monitor control index was at following month Value scope.
Further, adaptation module 101 each setting within the time period of described setting according to acquisition module 102 The desired value of the described monitor control index of collection in second time period, and described monitor control index is in the very first time interval setting Domain value range, further prediction obtain described monitor control index set the very first time interval in each set second when Between domain value range in section.For example, adaptation module 101 records the first of acquisition module 102 interior in the previous year every month The desired value of this monitor control index of week collection, according to these desired values, adaptation module 101 prediction obtains this monitor control index and is connecing The desired value of first week in month getting off;By that analogy, adaptation module 101 according to acquisition module 102 in the past one The second week of every month, the 3rd week, the desired value of the described monitor control index of 4th week collection in year, prediction obtains this monitor control index Second week in following one month, the 3rd week, the desired value domain value range of 4th week.
Further, the monitoring that adaptation module 101 can also collect in setting time section according to acquisition module 102 The desired value of index, prediction obtains described monitor control index daily or per period daily index codomain in following month Value scope.In theory, the monitor control index that adaptation module 101 can gather in setting time section according to acquisition module 102 Desired value prediction obtains the domain value range of this monitor control index random time section in following setting time interval.
Adaptation module 101 prediction obtains monitor control index after the domain value range in following setting time interval, with pre- The desired value domain value range of this monitor control index recording, replaces thresholding in following setting time interval for this monitor control index Scope.
Optionally, in another embodiment of the present invention, described adaptation module 101 is additionally operable to:
Obtain the desired value particular time information of monitor control index, according to described desired value particular time information, to described prison Control index is adjusted in the domain value range of particular time.
Specifically, the monitor control index in monitored system, it is understood that there may be desired value particular time, such as on the Spring Festival, National Day The special holidays such as section, may lead to a certain index of certain object in monitored system to raise suddenly.But this unexpected liter Height is led to by real normal condition, should not be considered as the system failure and reports to the police.The embodiment of the present invention propose from Dynamic monitoring system, according to the monitor control index particular time information obtaining, adjusts the desired value thresholding in particular time for this monitor control index Scope, makes the monitoring to this monitor control index more meet reality.
Optionally, in another embodiment of the present invention, described adaptation module 101 obtains the desired value of monitor control index Particular time information, according to described desired value particular time information, enters in the domain value range of particular time to described monitor control index During row adjustment, specifically for:
Obtain the desired value particular time information of monitor control index, and identify from described desired value particular time information and obtain The desired value particular time of described monitor control index and desired value variation tendency;
According to described desired value variation tendency, increase the thresholding model in described desired value particular time for the described monitor control index Enclose.
Specifically, from the artificial particular time information inputting a certain monitor control index to described adaptation module 101.Described spy Different period information includes the particular time time period of this monitor control index, and in described particular time, the change of described monitor control index Trend.Adaptation module 101 adjusts this monitor control index according to described monitor control index in the variation tendency of particular time when special The domain value range of phase.
For example, it is assumed that manually input the particular time information of a certain monitor control index to adaptation module 101, this information shows This monitor control index desired value during Spring Festival holiday can be increased dramatically, then adaptation module 101, according to this information, raises this monitoring The upper limit of desired value domain value range during Spring Festival holiday for the index, increases the domain value range of this monitor control index on the whole.So that During Spring Festival holiday, monitoring system can objectively monitor this monitor control index.
Optionally, in another embodiment of the present invention, described comparison module 103, is additionally operable to:
For the monitor control index that there is linkage desired value, when the desired value judging described monitor control index exceeds domain value range When, by inquiring about the change of the linkage desired value associating with described monitor control index, verify whether described monitor control index really occurs Abnormal.
Specifically, for the monitor control index that there is desired value particular time, in the domain value range increasing described monitor control index While, in order to further ensure objectively to monitor this monitor control index, can be artificially that described monitor control index increases connection Dynamic monitor control index.When the desired value that comparison module 103 judges described monitor control index has exceeded the thresholding model of described monitor control index When enclosing, further the domain value range of the desired value of described linkage surveillance index and described linkage surveillance index is contrasted, really Whether the desired value recognizing described linkage surveillance index there is normally due change with the change of described monitor control index value, If the desired value of described linkage surveillance index there occurs due change, illustrate that the desired value of described monitor control index exceeds domain Value scope is that normal business leads to, and is not the system failure.Otherwise, then illustrate that described monitor control index really there occurs exception, Alarm should be sent.
For example, for CPU usage, when monitoring to it, increase linkage surveillance index for it:Process Thread Count. When comparison module 103 judges that CPU usage exceeds its domain value range, comparison module 103 determines whether that processing Thread Count is No beyond domain value range.If processing Thread Count also exceed domain value range, illustrating that CPU usage goes beyond the scope and being because processing Substantial amounts of thread causes, and is that regular traffic causes rather than the system failure, should not send alarm;If process Thread Count In the range of normal thresholding, then explanation CPU usage height is not as that business causes it should send alarm.Based on above-mentioned place Reason is so that the automatic monitored control system monitoring on the whole that proposes of the embodiment of the present invention is more objective, more accurately.
The embodiment of the invention also discloses a kind of monitor control index and thresholding find method, shown in Figure 2, including:
S201, acquisition library of object, described library of object comprises all objects in monitored system, and each object All indexs;
Specifically, all of object in the application system being monitored by manual entry, such as system process, port, file, Daily record etc., and all indexs of each object, the quantity of such as process, process committed memory size, port linking number etc.. These all of objects and all indexs of all objects, constitute library of object.Content in described library of object contains and is supervised The index of the be likely to require monitoring in the system of control, and, for a stable system, its all index total Be stable that is to say, that for a monitored system, the content in its library of object is stablized constant, only Need to be when for system arrangement monitoring, typing is once.Or, in monitored system generation than larger change (it is for example System upgrading) when, the new library of object of typing.
It should be noted that for a supervising device, after the library of object typing of system of its monitoring, being filled by monitoring Put preservation, when described supervising device needs using data in described library of object, from itself storage device, directly obtain institute State library of object.
S202, according to the data in described library of object, in setting time section, monitored system is scanned, will sweep Retouch and obtain, and a certain index identical in all indexs of all objects in described library of object, and the finger not being monitored Mark, is set as monitor control index;
Specifically, after getting library of object, according to library of object, the system being monitored is scanned, scans monitored first All objects in system, including process, port, file etc., when scanning and the object identical object that preserves in library of object When, record this object, and scan all indexs of this object further, when scanning all indexs with this object in library of object During identical index, record this index.So, found that certain object needing to monitor in systems in practice, and this object Need the index of monitoring.
In monitored system work process, periodically scan for this system, to find new monitor control index, at this moment, meeting Scanning obtains a lot of indexs, and in these indexs, some indexs have been set to monitor control index and are being monitored. If the index obtaining these scannings is all as new monitor control index, can cause to repeat to store, waste of resource.Therefore, sweeping Retouch when obtaining the index of needs monitoring, the index scanning can be judged whether already set as monitor control index and be monitored, Namely judge whether described index has stored in monitor control index storehouse, if stored, by this target setting be no longer Monitor control index;If described index is not also monitored, this target setting is monitor control index.
S203, according to the desired value scanning the described monitor control index obtaining in setting time section, be calculated described monitoring The domain value range of index.
Specifically, when scanning for new monitor control index, in setting time section, system is scanned, writing scan The index obtaining and the desired value of this index.For some index, due to can be scanned repeatedly in setting time section, Therefore, its multiple desired value can be recorded.Multiple desired values of this index according to record, are calculated the thresholding model of this index Enclose.
When calculating the domain value range of this index, first pass through Denoising Algorithm, remove the desired value of this index collecting In exceptional value.Specifically, respectively statistics gatherer to this index desired value in, the probability that each desired value occurs, if The probability that a certain desired value occurs is less than the probability thresholding setting then it is assumed that this desired value as exceptional value, is removed.For going Fall the desired value after exceptional value, calculate the average of these desired values, as the stationary value of this index, this stationary value fluctuates up and down and sets Desired value scope represented by fixed percentage ratio, as the domain value range of this index.
The monitor control index that the embodiment of the present invention proposes and thresholding find method, obtain library of object, described library of object bag first Containing all objects in monitored system, and all indexs of each object;Then according to the number in described library of object According to being scanned to monitored system in setting time section, scanning obtained, with all objects in described library of object A certain index identical in all indexs, and the index not being monitored, are set as monitor control index;Finally according to setting time In section, the desired value of the described monitor control index that scanning obtains, is calculated the domain value range of described monitor control index.Said method energy Enough based on the library of object of system, automatically scanning obtains monitor control index, and is calculated the thresholding model of described monitor control index Enclose, can replace being accomplished manually the work searched and find monitor control index, save labour force.
Optionally, in another embodiment of the present invention, shown in Figure 3, described according to the number in described library of object According to being scanned to monitored system in setting time section, scanning obtained, with all objects in described library of object A certain index identical in all indexs, and the index not being monitored, are set as monitor control index, including:
S302, according to the data in described library of object, in setting time section, according to set cycle to monitored be System is scanned;
Specifically, in order to ensure acquisition quality, it is to avoid (such as process, detection network have been adjusted in manual operations to part burst factor Network port, short time process process etc.) lead to monitor unconventional object instance, the long-term object instance of impact gathers, this Bright embodiment sets and is confirmed according to the rule of continuous acquisition, and the target setting of continuous acquisition to set point number is to need The index of monitoring.
For example, every 4 hours of embodiment of the present invention setting carry out single pass to monitored system.
After S303, continuous scanning set point number, writing scan obtains, all fingers with all objects in described library of object A certain index identical in mark, and the index not being monitored;
Specifically, in scanning process, if it find that a certain index is identical with a certain index in library of object, then further Check whether this index has been saved in monitor control index storehouse, if this index is not stored in monitor control index storehouse, record should Index;Conversely, then this index is abandoned.
S304, the number of times that the recorded index of statistics occurs respectively, be will appear from number of times and are set with scanning times identical index It is set to monitor control index.
For example, continuously scanning 12 times, classify to object and index according to the number of times scanning, such as 12 times full scans To and be not saved to the index in monitor control index storehouse and be classified as a class, scan 8 times to 12 times and be not saved to monitoring and refer to The index in mark storehouse is classified as a class, and the index scanning less than 8 times and not being saved to monitor control index storehouse is classified as a class.Finally, 12 full scans are arrived, and not to be saved to the target setting in monitor control index storehouse be the index needing monitoring.
It should be noted that in the embodiment of the present invention, deciding whether to set this index according to the number of times that index is scanned It is set to monitored index, specifically, by the number of times being scanned and scanning times identical, that is, scanning is all scanned every time Index, be set as needing monitored index.It is true that in actual use, a frequency threshold value can be set, to determine Whether the index scanning can be set to monitor control index.The embodiment of the present invention is equivalent to and is set to frequency threshold value and scans Number of times is identical.In actual use, according to use demand, above-mentioned frequency threshold value can flexibly be set.
Step S301, S305 in the embodiment of the present invention corresponds to the step in the embodiment of method shown in Fig. 2 respectively S201, S203, the content of its particular content embodiment of the method shown in Figure 2, here is omitted.
The embodiment of the invention also discloses a kind of thresholding method of adjustment, shown in Figure 4, including:
S401, the desired value according to the monitor control index of collection within the time period setting, prediction obtains described monitor control index Domain value range in the very first time interval setting;
Specifically, for a system, a certain index of its certain object, during life-time service, its index Value is according to certain Long-term change trend, for these monitor control indexs, if its domain value range keeps constant, may result in monitoring During this index, frequently report to the police, and actually this object or this index is in normal work, this results in monitoring failure.
In order to meet system long-term business growth requirement, the embodiment of the present invention according in setting time section to monitor control index Monitoring, the domain value range of adjust automatically monitor control index.Specifically, in embodiments of the present invention, adopt according in setting time section The desired value of the monitor control index of collection, using linear regression algorithm, prediction obtains in the very first time interval of ensuing setting, The desired value domain value range of this monitor control index.For example, the desired value of a certain monitor control index according to interior collection in the previous year, in advance Record the variation tendency of this monitor control index desired value in following month, according to this variation tendency, and this monitor control index Stationary value, obtains the desired value domain value range that this monitor control index was at following month.
The described monitoring of collection in the second time period that each in the time period of described setting sets of S402, basis refers to Target desired value, and domain value range in the very first time interval setting for the described monitor control index, prediction further obtains institute State domain value range in each second time period setting in the very first time interval setting for the monitor control index;Wherein, described The second time period setting is less than the time period of described setting and the very first time interval of described setting;
Specifically, for example, record the desired value of this monitor control index of collection in first week of every month interior in the previous year, According to these desired values, prediction obtains this monitor control index desired value of first week in ensuing month;By that analogy, According to the second week of interior every month in the previous year, the 3rd week, 4th week collection described monitor control index desired value, record in advance To second week in following month for this monitor control index, the 3rd week, the desired value domain value range of 4th week.
Further, can also be according to the desired value of the monitor control index collecting in setting time section, prediction obtains institute State monitor control index daily or per period daily desired value domain value range in following month.In theory, the present invention is real Apply a technical scheme and can predict that according to the desired value of the monitor control index of collection in setting time section obtain this monitor control index exists The domain value range of random time section in following setting time interval.
Domain in S403, second time period of each setting in the very first time setting is interval by described monitor control index Value scope, is adjusted to the second time period of each setting predicting the described monitor control index obtaining in interval of the described very first time Interior domain value range.
Specifically, with predict this monitor control index of obtaining each in the very first time interval setting set second when Between desired value domain value range in section, replace this monitor control index each in the very first time interval setting set second when Between domain value range in section.
The thresholding method of adjustment that the embodiment of the present invention proposes, the first monitor control index according to collection within the time period setting Desired value, prediction obtain described monitor control index set the very first time interval in domain value range;Then according to described The desired value of the described monitor control index of collection in the second time period that each in the time period setting sets, and described monitoring Domain value range in the very first time interval setting for the index, prediction further obtains described monitor control index in first setting Between interval in each set second time period in domain value range;Wherein, the second time period of described setting is less than described The time period setting and the very first time of described setting are interval;Finally by described monitor control index in the very first time interval setting Each second time period setting in domain value range, be adjusted to the described monitor control index that obtains of prediction in the described very first time The domain value range in second time period that each in interval sets.Technique scheme can be according in past setting time section Collection to the desired value of monitor control index, prediction obtains the desired value scope of described monitor control index in setting time section from now on, root Adjust domain value range in setting time section from now on for the described monitor control index according to described desired value scope, complete to domain value range Adjust automatically, hand labor can be replaced.
Described above to the disclosed embodiments, makes professional and technical personnel in the field be capable of or uses the present invention. Multiple modifications to these embodiments will be apparent from for those skilled in the art, as defined herein General Principle can be realized without departing from the spirit or scope of the present invention in other embodiments.Therefore, the present invention It is not intended to be limited to the embodiments shown herein, and be to fit to and principles disclosed herein and features of novelty phase one The scope the widest causing.

Claims (11)

1. a kind of automatic monitored control system is it is characterised in that include:
Adaptation module, acquisition module, comparison module, alarm module;
Wherein, described adaptation module is connected with described acquisition module and described comparison module, for finding monitored system In monitor control index, calculate the domain value range of the described monitor control index finding, and described monitor control index be saved in the prison of itself Control index storehouse, and the domain value range data base domain value range of described monitor control index being saved in itself;
Described acquisition module is connected with described comparison module, for gathering the prison of described adaptation module in monitored system The desired value of the monitor control index preserving in control index storehouse, and described desired value is sent to described comparison module;
Described comparison module is connected with described alarm module, the desired value of the monitor control index for collecting described acquisition module Contrasted with the domain value range of the described monitor control index preserving in the domain value range data base of described adaptation module, judged institute Whether the desired value stating monitor control index exceeds the domain value range of described monitor control index, when the desired value of described monitor control index exceeds institute State monitor control index domain value range when, call described alarm module to give a warning;
Described alarm module, the desired value for judging monitor control index in described comparison module exceeds the thresholding of described monitor control index During scope, give a warning.
2. automatic monitored control system according to claim 1 it is characterised in that described adaptation module find monitored be Monitor control index in system, when calculating the domain value range of described monitor control index finding, specifically for:
Obtain library of object, described library of object comprises all objects in monitored system, and all fingers of each object Mark;
According to the data in described library of object, in setting time section, monitored system is scanned, scanning is obtained, With a certain index identical in all indexs of objects all in described library of object, and be not monitored index, be set as Monitor control index;
According to the desired value scanning the described monitor control index obtaining in setting time section, it is calculated the thresholding of described monitor control index Scope.
3. automatic monitored control system according to claim 2 is it is characterised in that described adaptation module is according to described library of object In data, in setting time section, monitored system is scanned, scanning is obtained, all with described library of object A certain index identical in all indexs of object, and the index not being monitored, when being set as monitor control index, concrete use In:
According to the data in described library of object, the cycle according to setting is scanned to monitored system;
After continuous scanning set point number, writing scan obtains, with all indexs of all objects in described library of object in certain One index identical, and the index not being monitored;
The number of times that the recorded index of statistics occurs respectively, be will appear from number of times and is referred to for monitoring with scanning times identical target setting Mark.
4. automatic monitored control system according to claim 1 is it is characterised in that described adaptation module is additionally operable to:
According to the desired value of described acquisition module monitor control index of collection within the time period setting, adjust described monitor control index Domain value range.
5. automatic monitored control system according to claim 4 is it is characterised in that described adaptation module is according to described collection mould The desired value of block monitor control index of collection within the time period setting, during the domain value range of the described monitor control index of adjustment, concrete use In:
According to the desired value of described acquisition module monitor control index of collection within the time period setting, prediction obtains described monitoring and refers to It is marked on the domain value range in the very first time interval of setting;
Described prison according to the collection in the second time period that each in the time period of described setting sets of described acquisition module The desired value of control index, and domain value range in the very first time interval setting for the described monitor control index, record further in advance To domain value range in each second time period setting in the very first time interval setting for the described monitor control index;Wherein, The second time period of described setting is less than the time period of described setting and the very first time interval of described setting;
By domain value range in each second time period setting in the very first time interval setting for the described monitor control index, adjust Thresholding in whole second time period for predicting each setting in the described very first time is interval for the described monitor control index obtaining Scope.
6. automatic monitored control system according to claim 1 is it is characterised in that described adaptation module is additionally operable to:
Obtain the desired value particular time information of monitor control index, according to described desired value particular time information, described monitoring is referred to The domain value range being marked on particular time is adjusted.
7. automatic monitored control system according to claim 6 is it is characterised in that described adaptation module obtains monitor control index Desired value particular time information, according to described desired value particular time information, to described monitor control index particular time thresholding When scope is adjusted, specifically for:
Obtain the desired value particular time information of monitor control index, and from described desired value particular time information identification obtain described The desired value particular time of monitor control index and desired value variation tendency;
According to described desired value variation tendency, increase the domain value range in described desired value particular time for the described monitor control index.
8. automatic monitored control system according to claim 7, it is characterised in that described comparison module, is additionally operable to:
For the monitor control index that there is linkage desired value, when the desired value judging described monitor control index exceeds domain value range, lead to Cross the change of the linkage desired value that inquiry is associated with described monitor control index, verify whether described monitor control index really occurs abnormal.
9. a kind of monitor control index and thresholding find method it is characterised in that including:
Obtain library of object, described library of object comprises all objects in monitored system, and all fingers of each object Mark;
According to the data in described library of object, in setting time section, monitored system is scanned, scanning is obtained, With a certain index identical in all indexs of objects all in described library of object, and be not monitored index, be set as Monitor control index;
According to the desired value scanning the described monitor control index obtaining in setting time section, it is calculated the thresholding of described monitor control index Scope.
10. method according to claim 9 it is characterised in that described according to the data in described library of object, when setting Between monitored system is scanned in section, scanning is obtained, in all indexs of all objects in described library of object A certain index identical, and be not monitored index, be set as monitor control index, including:
According to the data in described library of object, in setting time section, the cycle according to setting sweeps to monitored system Retouch;
After continuous scanning set point number, writing scan obtains, with all indexs of all objects in described library of object in certain One index identical, and the index not being monitored;
The number of times that the recorded index of statistics occurs respectively, be will appear from number of times and is referred to for monitoring with scanning times identical target setting Mark.
A kind of 11. thresholding methods of adjustment are it is characterised in that include:
According to the desired value of the monitor control index of collection within the time period setting, prediction obtains described monitor control index in the setting Domain value range in one time interval;
Index according to the described monitor control index of collection in the second time period that each in the time period of described setting sets Value, and domain value range in the very first time interval setting for the described monitor control index, predict that obtaining described monitoring refers to further The domain value range in each second time period setting being marked in the very first time interval of setting;Wherein, the of described setting Two time periods were less than the time period of described setting and the very first time interval of described setting;
By domain value range in each second time period setting in the very first time interval setting for the described monitor control index, adjust Thresholding in whole second time period for predicting each setting in the described very first time is interval for the described monitor control index obtaining Scope.
CN201611226671.5A 2016-12-27 2016-12-27 Monitor control index and thresholding discovery method, thresholding method of adjustment and automatic monitored control system Active CN106452931B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201611226671.5A CN106452931B (en) 2016-12-27 2016-12-27 Monitor control index and thresholding discovery method, thresholding method of adjustment and automatic monitored control system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201611226671.5A CN106452931B (en) 2016-12-27 2016-12-27 Monitor control index and thresholding discovery method, thresholding method of adjustment and automatic monitored control system

Publications (2)

Publication Number Publication Date
CN106452931A true CN106452931A (en) 2017-02-22
CN106452931B CN106452931B (en) 2019-09-17

Family

ID=58215650

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201611226671.5A Active CN106452931B (en) 2016-12-27 2016-12-27 Monitor control index and thresholding discovery method, thresholding method of adjustment and automatic monitored control system

Country Status (1)

Country Link
CN (1) CN106452931B (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107402865A (en) * 2017-07-05 2017-11-28 上海精数信息科技有限公司 client data monitoring method and device
CN108108281A (en) * 2017-11-10 2018-06-01 上海华讯网络系统有限公司 The system and method for adaptive optimization storage monitoring data
WO2018201867A1 (en) * 2017-05-04 2018-11-08 平安科技(深圳)有限公司 Task reminder method, device, server and medium
CN109587001A (en) * 2018-11-15 2019-04-05 新华三信息安全技术有限公司 A kind of performance indicator method for detecting abnormality and device

Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101408889A (en) * 2008-11-12 2009-04-15 阿里巴巴集团控股有限公司 Method, apparatus and system for monitoring performance
CN101984415A (en) * 2010-11-02 2011-03-09 中兴通讯股份有限公司 Method and device for setting monitoring index threshold
JP4679536B2 (en) * 2007-02-26 2011-04-27 Sky株式会社 Failure occurrence prediction system
CN102148701A (en) * 2011-01-14 2011-08-10 广东商学院 Trend analysis method and device for monitoring indexes in monitoring system
CN102740247A (en) * 2011-04-15 2012-10-17 中国移动通信集团山东有限公司 Method and device for generating warning message
CN103178990A (en) * 2011-12-20 2013-06-26 中国移动通信集团青海有限公司 Network device performance monitoring method and network management system
CN103373376A (en) * 2012-04-24 2013-10-30 北京泰乐德信息技术有限公司 General method and general system for obtaining railway monitored signal device information
CN104461820A (en) * 2014-10-29 2015-03-25 中国建设银行股份有限公司 Equipment monitoring method and device
CN104572401A (en) * 2015-02-09 2015-04-29 浪潮软件股份有限公司 Alarming method and alarming system
CN104679970A (en) * 2013-11-29 2015-06-03 高德软件有限公司 Data detection method and device
CN105406991A (en) * 2015-10-26 2016-03-16 上海华讯网络系统有限公司 Method and system for generating service threshold by historical data based on network monitoring indexes
CN105468492A (en) * 2015-11-17 2016-04-06 中国建设银行股份有限公司 SE(search engine)-based data monitoring method and system
CN105515820A (en) * 2015-09-25 2016-04-20 上海北塔软件股份有限公司 Health analysis method for operation and maintenance management
CN106161060A (en) * 2015-04-07 2016-11-23 腾讯科技(深圳)有限公司 Data monitoring method and device

Patent Citations (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4679536B2 (en) * 2007-02-26 2011-04-27 Sky株式会社 Failure occurrence prediction system
CN101408889A (en) * 2008-11-12 2009-04-15 阿里巴巴集团控股有限公司 Method, apparatus and system for monitoring performance
CN101984415A (en) * 2010-11-02 2011-03-09 中兴通讯股份有限公司 Method and device for setting monitoring index threshold
CN102148701A (en) * 2011-01-14 2011-08-10 广东商学院 Trend analysis method and device for monitoring indexes in monitoring system
CN102148701B (en) * 2011-01-14 2014-04-30 广东商学院 Trend analysis method and device for monitoring indexes in monitoring system
CN102740247A (en) * 2011-04-15 2012-10-17 中国移动通信集团山东有限公司 Method and device for generating warning message
CN103178990A (en) * 2011-12-20 2013-06-26 中国移动通信集团青海有限公司 Network device performance monitoring method and network management system
CN103373376A (en) * 2012-04-24 2013-10-30 北京泰乐德信息技术有限公司 General method and general system for obtaining railway monitored signal device information
CN104679970A (en) * 2013-11-29 2015-06-03 高德软件有限公司 Data detection method and device
CN104461820A (en) * 2014-10-29 2015-03-25 中国建设银行股份有限公司 Equipment monitoring method and device
CN104572401A (en) * 2015-02-09 2015-04-29 浪潮软件股份有限公司 Alarming method and alarming system
CN106161060A (en) * 2015-04-07 2016-11-23 腾讯科技(深圳)有限公司 Data monitoring method and device
CN105515820A (en) * 2015-09-25 2016-04-20 上海北塔软件股份有限公司 Health analysis method for operation and maintenance management
CN105406991A (en) * 2015-10-26 2016-03-16 上海华讯网络系统有限公司 Method and system for generating service threshold by historical data based on network monitoring indexes
CN105468492A (en) * 2015-11-17 2016-04-06 中国建设银行股份有限公司 SE(search engine)-based data monitoring method and system

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2018201867A1 (en) * 2017-05-04 2018-11-08 平安科技(深圳)有限公司 Task reminder method, device, server and medium
CN107402865A (en) * 2017-07-05 2017-11-28 上海精数信息科技有限公司 client data monitoring method and device
CN107402865B (en) * 2017-07-05 2020-10-16 上海精数信息科技有限公司 Client data monitoring method and device
CN108108281A (en) * 2017-11-10 2018-06-01 上海华讯网络系统有限公司 The system and method for adaptive optimization storage monitoring data
CN108108281B (en) * 2017-11-10 2021-02-23 上海华讯网络系统有限公司 System and method for adaptively and optimally storing monitoring data
CN109587001A (en) * 2018-11-15 2019-04-05 新华三信息安全技术有限公司 A kind of performance indicator method for detecting abnormality and device
CN109587001B (en) * 2018-11-15 2020-11-27 新华三信息安全技术有限公司 Performance index abnormality detection method and device

Also Published As

Publication number Publication date
CN106452931B (en) 2019-09-17

Similar Documents

Publication Publication Date Title
CN106452931A (en) Monitoring index, domain value discovery method, domain value adjusting method and automatic monitoring system
CN103596208B (en) Method and system for judging fault of network element
CN102882745B (en) A kind of method and apparatus for monitoring business server
CN106095639A (en) A kind of cluster subhealth state method for early warning and system
CN104899130A (en) Application program management method and system
CN105630885A (en) Abnormal power consumption detection method and system
CN101713997B (en) Method and system of wind turbine condition monitoring
CN102801548B (en) A kind of method of intelligent early-warning, device and information system
CN201993755U (en) Data filtration, compression and storage system of real-time database
CN104636450B (en) A kind of database table space monitoring method
CN105721719A (en) Fault detection system and method of call center
CN104574219A (en) System and method for monitoring and early warning of operation conditions of power grid service information system
CN102034148A (en) Method for realizing event alert and storm-proof policy of monitoring system
CN106598800A (en) Hardware fault analysis system and method
CN105183627A (en) Server performance prediction method and system
CN107104848B (en) Information technology system monitoring method and device
CN105429792B (en) User behavior flow acquisition methods and device, user behavior analysis method and system
CN108123849B (en) Method, device, equipment and storage medium for determining threshold value for detecting network flow
CN104991939A (en) Transaction data monitoring method and system
CN103781056A (en) Terminal peripheral data management method and M2M gateway
CN104601374A (en) Network fault processing method and device for numerical control machine tool
CN107147526A (en) Intelligent network fault detection method and system
CN1905590A (en) Single chip information acquiring method
CN107085593A (en) Environment control method and system
CN106817708A (en) One kind patrols and examines cluster construction method and device

Legal Events

Date Code Title Description
PB01 Publication
C06 Publication
SE01 Entry into force of request for substantive examination
C10 Entry into substantive examination
GR01 Patent grant
GR01 Patent grant