CN101808007B - Method for acquiring real-time performance data by network manager - Google Patents

Method for acquiring real-time performance data by network manager Download PDF

Info

Publication number
CN101808007B
CN101808007B CN2010101115818A CN201010111581A CN101808007B CN 101808007 B CN101808007 B CN 101808007B CN 2010101115818 A CN2010101115818 A CN 2010101115818A CN 201010111581 A CN201010111581 A CN 201010111581A CN 101808007 B CN101808007 B CN 101808007B
Authority
CN
China
Prior art keywords
real
network element
time performance
webmaster
element device
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.)
Expired - Fee Related
Application number
CN2010101115818A
Other languages
Chinese (zh)
Other versions
CN101808007A (en
Inventor
丰晓东
向忠清
蒙泽超
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.)
Fiberhome Telecommunication Technologies Co Ltd
Original Assignee
Fiberhome Telecommunication Technologies Co Ltd
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 Fiberhome Telecommunication Technologies Co Ltd filed Critical Fiberhome Telecommunication Technologies Co Ltd
Priority to CN2010101115818A priority Critical patent/CN101808007B/en
Publication of CN101808007A publication Critical patent/CN101808007A/en
Application granted granted Critical
Publication of CN101808007B publication Critical patent/CN101808007B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Abstract

The invention discloses a method for acquiring real-time performance data by a network manager. The method comprises the following steps that: network element equipment actively acquires and calculates real-time performance data according to a time point per se and caches the acquired and calculated real-time performance data according to the time point; and the network manager controls the acquisition activity of the real-time performance data on the network element equipment through the configuration of a real-time performance acquisition task and queries the real-time performance data of the equipment through an identifier and a time point sequence number of the real-time performance acquisition task. The method solves the problem that a certain difference exists between the real-time performance data and the actual situation in a conventional real-time performance acquisition method, improves the accuracy of the real-time performance data acquired by the network manager, and reduces the loss of the real-time performance data because the access of the network manager to a managed system is overtime.

Description

The method of acquiring real-time performance data by network manager
Technical field
The present invention relates to network management, be specifically related to the method for acquiring real-time performance data by network manager.
Background technology
NMS normally is made up of webmaster and the network element device managed thereof, through the NMP interactive maintenance information of agreement, like snmp protocol, accomplishes various management functions between the two.ISO has defined five big basic functions of network management in the ISO/IEC7498-4 document, and is widely accepted.This five big basic function is: (1) fault management (fault management), (2) accounting management (accounting management), (3) configuration management (configuration management), (4) performance management (performance management) and (5) safety management (securi tymanagement).Wherein performance management is had important function in assessment by aspects such as the operation conditions of guard system and operational efficiency.Through to analyze from the performance data of being collected by guard system with relatively; Can understand current by the running status of guard system; In time discover the abnormal conditions that occur when being moved, find that by the operating bottleneck of guard system, prediction is by the operation trend of guard system by guard system; Take appropriate measures and solve or prevent the fault that possibly occur thereby help administrative staff, perhaps through reconfiguring by the resource in the guard system to keep by the runnability of guard system.So accurately and reliably whether the performance data that network management system is collected, and will have influence on administrative staff's analysis, judge, and the validity of the measure of taking.
The particular content of performance management function comprises: the management of the collection of the collection of real-time performance data and management, History Performance Data and management, performance threshold, the analysis of performance data and visual report etc.In the webmaster practice, what History Performance Data reflected is long-term performance data situation of change, will preserve the above time of some months usually.The common History Performance Data that 15 minutes intervals are arranged, and 24 hours History Performance Datas at interval.Because its time interval is long, is generally used for the long-term monitoring of systematic function, trend analysis.And real-time performance data reflections is performance data situation of change in a short time, and particularly current performance data situation need not preserved for a long time.The common time interval has 10 seconds, and 20 seconds, 30 seconds etc.Compare with the historical performance management, the reflection that real-time performance management more can be meticulous is by the situation of change of the performance data of guard system in a period of time recently.
The common methods of real-time performance monitoring is; The network management system that network management system realizes based on the mode of poll is to by the collection of the real-time performance data of guard system; Be network management system at a certain time interval, send by the query requests of correlated performance data in the guard system.Need the real-time performance parameter (such as speed etc.) of calculating mean value for some, network management system is through the difference of the original performance data that twice collects before and after calculating, and obtains divided by the time interval between twice collection.After obtaining these real-time performance data, network management system is with the patterned mode real-time performance curve that draws.
There is following problem in this mode:
1, can cause the losing of performance data of a poll time point of network management system, thereby cause two poll time points (this and next time) can't calculate through the performance parameter that the original performance data are calculated.
2: complicated large-scale by guard system for some, network management system is with certain polling interval, to the query requests of being sent performance data by guard system.And handle and reply time request each time by the processing delay of guard system collecting performance data and network delay, have nothing in common with each other.Special; For some by multistage managed object form by guard system, its subordinate's managed object itself can not be calculated and the handling property data, calculates and handles in higher level's object and collected with the mode of poll by higher level's managed object; In general; Be difficult to be consistent between the poll time point of the poll time point of guard system self and network management system, therefore be easy to cause network management system collection and the performance data of calculating, bigger error occurred with actual conditions.For example, network management system in twice adjacent data collection activity of network management system, might obtain identical performance number to the same performance parameter of same managed object.Thereby make the calculating of the performance number of one type of similar speed, very big error occurs.
Cause the basic reason of these problems to be 1: the acquisition time point of real-time performance data is that the poll time point by network management system decides.And the poll time point of network management system is that network management system produces at random, is difficult to synchronous by the inner poll collection activity of guard system, thereby causes the inaccurate of original performance data.2: network management system is initiated the collection activity of real-time performance data at random, and webmaster is based on the original performance data that obtain, through calculating the value of other performance parameter.Thereby the performance parameter value that causes these to calculate is inaccurate.
Summary of the invention
Technical problem to be solved by this invention is the problem that is had certain error by the real-time performance data of guard system and actual conditions that solves that network management system collects.
In order to solve the problems of the technologies described above, the technical scheme that the present invention adopted provides a kind of method of acquiring real-time performance data by network manager, may further comprise the steps:
A10, network element device when starting the sequence number counter of himself, and this sequence number counter generates sampling sequence number continuously according to the sample frequency of network element device self;
The real-time performance acquisition tasks is created or deleted to A20, webmaster on network element device, comprise the webmaster sign in this real-time performance acquisition tasks, gather duration, acquisition interval, acquisition target, acquisition parameter and task status;
A30, network element device distribute a task identification and feed back to webmaster for each real-time performance acquisition tasks;
A40, webmaster send real-time performance acquisition tasks status command according to task identification, and this real-time performance acquisition tasks status command is for starting or stoping;
A50, the real-time performance acquisition tasks status command that receives when network element device are when starting; The performance data of this network element device is gathered in real time in beginning, and the results of property that calculates with the performance data that is collected, according to this performance data, current sampling sequence number and the corresponding absolute time in the sequence number counter are stored in the metadata cache in the network element device; The real-time performance acquisition tasks status command that receives when network element device gather in real time the performance data of this network element device when stopping;
A60, webmaster are known the performance data of network element device through query statement.
In the said method, steps A 60 may further comprise the steps:
A601, webmaster issue query statement to a real-time performance acquisition tasks to network element device; Comprise webmaster sign, real-time performance acquisition tasks sign and the current inquiry sampled point of webmaster markers sequence number in this query statement; Wherein for initial query, the current inquiry sampled point of webmaster markers sequence number=0;
A602, network element device are received the set that returns to all properties parameter acquisition result of this real-time performance acquisition tasks of webmaster behind the query statement, and this performance parameter collection result comprises sampling sequence number and absolute time and the performance parameter corresponding with sampling sequence number;
A603: last sampling sequence number that webmaster returns when inquiring about so that equipment is last continues to send query statement as the current inquiry sampled point of webmaster markers sequence number;
A604: network element device returns the performance parameter set of all sampling sequence numbers greater than the current inquiry sampled point of webmaster markers sequence number, if not greater than the performance parameter set of the current inquiry sampled point of webmaster markers sequence number, then return null set;
A605, webmaster be according to its enquiry frequency, the repeating step A603 that does not stop, and the repeating step A604 that network element device does not stop stops or deleting up to a real-time performance acquisition tasks.
The present invention; Time point collection, the calculating real-time performance data of self initiatively pressed in employing by network element device; And by time point cache collection and the real-time performance data that calculate; Webmaster is controlled the collection activity of real-time performance data on the network element device and is come the real-time performance data on the query facility through the sign and the time point sequence number of real-time performance acquisition tasks through configuration real-time performance acquisition tasks; Solved the problem that there are certain error in real-time performance data and actual conditions in the existing real-time performance acquisition method; Improved the accuracy of the real-time performance data that webmaster collects, reduced webmaster simultaneously because of visit losing by the overtime real-time performance data that cause of guard system.
Description of drawings
Fig. 1 is the flow process of the real-time performance data on the webmaster inquiry network element device.
Embodiment
The method of acquiring real-time performance data by network manager provided by the invention may further comprise the steps:
A10, network element device when starting the sequence number counter of himself, and this sequence number counter generates continuous sequence number according to the sample frequency of network element device self;
Network element device be provided with one independently module come the sampling sequence number of uniform maintenance different sample frequency, wherein have a minimum sample frequency to be called the crude sampling frequency.Whether exist real-time performance acquisition tasks and this task whether to start irrelevant in the maintenance of sampling sequence number and the network element device; As long as network element device starts; The sampling sequence number maintenance activity promptly begins; Be equivalent to network element device from as the relative time coordinate that oneself marks based on sampling sequence number, when each acquisition tasks is used the collection sequence number at needs, only need from this module, reach just passable.
When a plurality of acquisition tasks are present on the network element device; And the sampling period of each acquisition tasks is different; When the state of acquisition tasks upgrades for the sequence number counter generation of startup and this acquisition tasks; Promptly trigger a collection activity of this acquisition tasks,, promptly add the current sampling sequence number and corresponding absolute time of this sequence number counter for this collection activity obtains the real-time performance data and adds timestamp.
The real-time performance acquisition tasks is created or deleted to A20, webmaster on network element device; Create the performance parameter of needs collection on the object that comprises webmaster sign, acquisition tasks duration, acquisition interval, task status, collection in the instruction of real-time performance acquisition tasks and each acquisition target; Acquisition target is meant the card on the equipment; The managed object of port and so on; The parameter of need gathering is meant and needs the processing performance parameter on the managed object, like the upstream rate on the port object (po), parameters such as downstream rate.
A30, network element device distribute a task identification and feed back to webmaster for each real-time performance acquisition tasks, comprise the command execution state in the feedback information, when the order return state be should comprise that also webmaster identifies and the network element device task identification successfully the time.
A40, webmaster send real-time performance acquisition tasks status command according to task identification, and this instruction comprises webmaster sign, network element device task identification and command code, and said command code is for starting or stoping; Network element device return command executing state.
A50, the real-time performance acquisition tasks status command that receives when network element device are when starting; The performance data of this network element device is gathered in real time in beginning, and the results of property that calculates with the performance data that is collected, according to this performance data, current sampling sequence number and the corresponding absolute time in the sequence number counter are stored in the metadata cache in the network element device; The real-time performance acquisition tasks status command that receives when network element device gather in real time the performance data of this network element device when stopping.
A60, webmaster are known the performance data of network element device through query statement.
Fig. 1 is the flow process of the real-time performance data on the webmaster inquiry network element device; When inquiring about; The parameter that webmaster issues comprises webmaster sign, network element device real-time performance acquisition tasks sign and sampled point markers sequence number; Return the sampled point performance parameter of sampling sequence number when network element device is replied, that is to say in the information of returning it to be the information of a plurality of sampled points greater than sampled point markers sequence number.Below in conjunction with Fig. 1 steps A 60 is carried out detailed explanation.
As shown in Figure 1, steps A 60 may further comprise the steps:
A601, webmaster issue query statement to a real-time performance acquisition tasks to network element device; Comprise webmaster sign, real-time performance acquisition tasks sign and the current inquiry sampled point of webmaster markers sequence number in this query statement; For the initial query to this real-time performance acquisition tasks, the wherein current inquiry sampled point of webmaster markers sequence number=0.Reason be when a real-time performance acquisition tasks after the webmaster side starts; Webmaster is when carrying out initial inquiry to certain task; Webmaster does not also know how many current sequence numbers of real-time performance data present on the network element device is, therefore arranging the sampled point markers sequence number that this moment, webmaster issued is 0.
A602, network element device are received the set that returns to all properties parameter acquisition result of this real-time performance acquisition tasks of webmaster behind the query statement, and this performance parameter collection result comprises sampling sequence number and absolute time and the performance parameter corresponding with sampling sequence number;
A603: last sampling sequence number that webmaster returns with network element device continues to send query statement as the current inquiry sampled point of webmaster markers sequence number;
A604: network element device returns the performance parameter set of all sampling sequence numbers greater than sampled point markers sequence number, if not greater than the performance parameter set of sampled point markers sequence number, then return null set;
A605, webmaster be according to its enquiry frequency, the repeating step A603 that does not stop, and the repeating step A604 that network element device does not stop stops or deleting up to a real-time performance acquisition tasks;
In sum, the method for network management system real-time performance provided by the invention data acquisition comprises following components:
(1) webmaster is through setting up the collection activity of the real-time performance data of network element device to network element device configuration real-time performance acquisition tasks.
Network element device is prepared the needed real-time performance data of webmaster according to the real-time performance acquisition tasks of network management configuration.The real-time performance acquisition tasks comprises information such as duration, acquisition interval, acquisition target, acquisition parameter.Duration has determined the life period length of this task on network element device, surpasses this time length, and network element device can be with this task deletion, to avoid useless task long-term existence in network element device.Acquisition interval has been specified the periodic intervals of network element device collection and calculating real-time performance data, and network element device gathers or calculate the real-time performance data that task therewith is associated at interval by this.Acquisition interval in the real-time performance acquisition tasks is the integral multiple of the basic sample frequency of network element device.Acquisition target is the managed object that needs to gather the real-time performance data.Acquisition parameter is the performance parameter that need be gathered on the managed object.
Webmaster can be created the real-time performance acquisition tasks on network element device, and the state of control real-time performance acquisition tasks, and this state is for starting or stoping, and webmaster can be deleted the real-time performance acquisition tasks that it is created simultaneously.Network element device is that each real-time performance acquisition tasks is distributed a task identification, and webmaster comes the task on the managed network element equipment through this task identification.When the real-time performance acquisition tasks started, network element device was responsible for preparing the real-time performance data of this task appointment, and can accept the inquiry of the real-time performance data of webmaster.When the real-time performance acquisition tasks stopped, network element device was no longer accepted the query statement to the real-time performance data of this acquisition tasks.When the real-time performance acquisition tasks was deleted, network element device no longer supported webmaster to be directed against all controls and the query statement of this acquisition tasks.
(2) network element device is based on the time series of self, and the collection and the buffer memory that carry out the real-time performance data are movable.
Real-time performance data collection cycle on the network element device triggers by network element device self decision rather than according to the poll collection activity of webmaster temporarily, and the real-time performance data of network element device are calculated by network element device, and the row cache of going forward side by side supplies the webmaster inquiry.
All performance parameter values are all calculated by network element device, its objective is to avoid webmaster when calculating, error to occur owing to a variety of causes.Simultaneously; Network element device is according to self-ability; Be that each performance parameter in 1 real-time performance acquisition tasks is preserved the 1 collection sample to a plurality of history, and stamp timestamp for each collection sample that the purpose of this practice is the fault tolerant mechanism that provides limited based on sampling sequence number and absolute time; So that can when certain inquiry can't obtain the real-time performance data because of a variety of causes, can when subsequent query, can obtain the data that do not obtain last time simultaneously at webmaster.
Webmaster is according to the task identification of a real-time performance acquisition tasks, and the sequence number of real-time performance data comes the real-time performance data on the periodic queries network element device, and the real-time performance curve that draws in view of the above.
During the initial query of the webmaster pair real-time performance data that are associated with a real-time performance task; Do not know on the current network equipment sequence number situation of the real-time performance data that task therewith is associated at this moment because of webmaster; Agreement issues sequence number 0; Current up-to-date real-time performance data and the sequence number that are associated of task therewith on the network element device answering net element device, webmaster has obtained current sampling sequence number from the replying of network element device, in subsequent query; Webmaster is inquired about as parameter with this sampling sequence number, and network element device returns all real-time performance data that are associated with this task greater than this sampling sequence number.Polling interval on the webmaster is its refreshing frequency, and promptly webmaster reads the time interval of the real-time performance data on the network element device.
The present invention is not limited to above-mentioned preferred forms, and anyone should learn the structural change of under enlightenment of the present invention, making, and every have identical or close technical scheme with the present invention, all falls within protection scope of the present invention.

Claims (2)

1. the method for acquiring real-time performance data by network manager is characterized in that may further comprise the steps:
A10, network element device when starting the sequence number counter of himself, and this sequence number counter generates sampling sequence number continuously according to the sample frequency of network element device self;
The real-time performance acquisition tasks is created or deleted to A20, webmaster on network element device, comprise the webmaster sign in this real-time performance acquisition tasks, gather duration, acquisition interval, acquisition target, acquisition parameter and task status;
A30, network element device distribute a task identification and feed back to webmaster for each real-time performance acquisition tasks;
A40, webmaster send real-time performance acquisition tasks status command according to task identification, and this real-time performance acquisition tasks status command is for starting or stoping;
A50, the real-time performance acquisition tasks status command that receives when network element device are when starting; The performance data of this network element device is gathered in real time in beginning, and the results of property that calculates with the performance data that is collected, according to this performance data, current sampling sequence number and the corresponding absolute time in the sequence number counter are stored in the metadata cache in the network element device; The real-time performance acquisition tasks status command that receives when network element device gather in real time the performance data of this network element device when stopping;
A60, webmaster are known the performance data of network element device through query statement.
2. the method for acquiring real-time performance data by network manager as claimed in claim 1 is characterized in that steps A 60 may further comprise the steps:
A601, webmaster issue query statement to a real-time performance acquisition tasks to network element device; Comprise webmaster sign, real-time performance acquisition tasks sign and the current inquiry sampled point of webmaster markers sequence number in this query statement; For initial query, the current inquiry sampled point of webmaster markers sequence number=0;
A602, network element device are received the set that returns to all properties parameter acquisition result of this real-time performance acquisition tasks of webmaster behind the query statement, and this performance parameter collection result comprises sampling sequence number and absolute time and the performance parameter corresponding with sampling sequence number;
Last sampling sequence number that A603, webmaster return when inquiring about so that network element device is last continues to send query statement as the current inquiry sampled point of webmaster markers sequence number;
A604, network element device return the performance parameter set of all sampling sequence numbers greater than the current inquiry sampled point of webmaster markers sequence number, if not greater than the performance parameter set of the current inquiry sampled point of webmaster markers sequence number, then return null set;
A605, webmaster be according to its enquiry frequency, the repeating step A603 that does not stop, and the repeating step A604 that network element device does not stop stops or deleting up to a real-time performance acquisition tasks.
CN2010101115818A 2010-02-22 2010-02-22 Method for acquiring real-time performance data by network manager Expired - Fee Related CN101808007B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN2010101115818A CN101808007B (en) 2010-02-22 2010-02-22 Method for acquiring real-time performance data by network manager

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN2010101115818A CN101808007B (en) 2010-02-22 2010-02-22 Method for acquiring real-time performance data by network manager

Publications (2)

Publication Number Publication Date
CN101808007A CN101808007A (en) 2010-08-18
CN101808007B true CN101808007B (en) 2012-02-29

Family

ID=42609628

Family Applications (1)

Application Number Title Priority Date Filing Date
CN2010101115818A Expired - Fee Related CN101808007B (en) 2010-02-22 2010-02-22 Method for acquiring real-time performance data by network manager

Country Status (1)

Country Link
CN (1) CN101808007B (en)

Families Citing this family (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102497427B (en) * 2011-12-13 2014-02-05 山东省建筑科学研究院 Method and device for realizing data acquisition services of renewable energy source monitoring system
CN104639353A (en) * 2013-11-12 2015-05-20 中兴通讯股份有限公司 Performance data collection method and server used for telecommunication network management system and server
CN103957125A (en) * 2014-05-08 2014-07-30 南京信息职业技术学院 Method for collecting and displaying real-time performance parameters of network devices
CN104125013B (en) * 2014-08-13 2017-02-22 烽火通信科技股份有限公司 Passive optical network performance data collecting device and passive optical network performance data processing method
CN105357060B (en) * 2015-12-09 2018-09-28 瑞斯康达科技发展股份有限公司 A kind of methods, devices and systems obtaining network equipment performance data
CN107612764B (en) * 2016-07-12 2022-11-01 中兴通讯股份有限公司 Transmission network management data acquisition device and method
CN106411618A (en) * 2016-11-30 2017-02-15 武汉虹信通信技术有限责任公司 Network management equipment data comparison real-time update method
CN110140326A (en) * 2017-12-08 2019-08-16 华为技术有限公司 The method and apparatus that the performance data of equipment is sampled
CN108763040B (en) * 2018-04-25 2021-07-16 郑州易通众联电子科技有限公司 Data acquisition method and data acquisition device
CN108966255B (en) * 2018-08-17 2021-12-21 烽火通信科技股份有限公司 Method and system for optimizing second-level flow monitoring based on timestamp compensation point
CN112819176B (en) * 2021-01-22 2022-11-08 烽火通信科技股份有限公司 Data management method and data management device suitable for machine learning

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101043363A (en) * 2006-06-20 2007-09-26 华为技术有限公司 Method for processing abnormal overturn of host machine
CN101197712A (en) * 2007-10-19 2008-06-11 中兴通讯股份有限公司 Method for capturing performance object data in telecommunication network management system
CN101621400A (en) * 2008-06-30 2010-01-06 中兴通讯股份有限公司 History performance data collection method and performance data collecting system

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101043363A (en) * 2006-06-20 2007-09-26 华为技术有限公司 Method for processing abnormal overturn of host machine
CN101197712A (en) * 2007-10-19 2008-06-11 中兴通讯股份有限公司 Method for capturing performance object data in telecommunication network management system
CN101621400A (en) * 2008-06-30 2010-01-06 中兴通讯股份有限公司 History performance data collection method and performance data collecting system

Also Published As

Publication number Publication date
CN101808007A (en) 2010-08-18

Similar Documents

Publication Publication Date Title
CN101808007B (en) Method for acquiring real-time performance data by network manager
KR102520044B1 (en) Alert log compression method, device, and system, and storage medium
CN107888397B (en) Method and device for determining fault type
CN103684817B (en) The monitoring method and system of data center
CN103081407B (en) Fail analysis device, trouble analysis system and failure analysis methods
CN113112086A (en) Intelligent production system based on edge calculation and identification analysis
CN103645973B (en) A kind of Snapshot Method of gas station's data acquisition and application
CN102929773B (en) information collecting method and device
CN104360923A (en) Monitoring method and monitoring system for batch application process
CN112751726B (en) Data processing method and device, electronic equipment and storage medium
CN102045192A (en) Apparatus and system for estimating network configuration
CN105375982A (en) Ethernet passive optical network failure prejudging method of smart distribution network system
CN103957133A (en) Log monitoring method and device
US20160352573A1 (en) Method and System for Detecting Network Upgrades
CN100484032C (en) Method for processing abnormal overturn of host machine
CN113516244A (en) Intelligent operation and maintenance method and device, electronic equipment and storage medium
CN102758727B (en) Wind turbine state monitoring and error diagnosis system and method integrated into control system
CN102324966A (en) Network element management unit-based method for automatically discovering changed single disks
CN108199901A (en) Hardware reports method, system, equipment, hardware management server and storage medium for repairment
US9645877B2 (en) Monitoring apparatus, monitoring method, and recording medium
CN111124891B (en) Method and device for detecting access state, storage medium and electronic device
CN101631330B (en) Method and device for collecting and processing performance data
CN108055152B (en) Communication network information system abnormity detection method based on distributed service log
US20120066370A1 (en) Business processes tracking
CN101964993B (en) A kind of method and system realizing user's early warning

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20120229