CN108197261A - A kind of wisdom traffic operating system - Google Patents
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Abstract
The invention discloses a kind of wisdom traffic operating system, including Data Fusion platform, service supporting platform, information promulgating platform, multidimensional virtual interactive interface platform and unified supervision platform.Using the fusion of more structural datas and big data technology, distributed capture, storage, fusion and analysis are carried out to urban transportation magnanimity isomeric data, isomeric data is processed, realizes the efficient management of data；Service supporting platform provides various businesses application interface services；Information promulgating platform, can be by public service information automatic push to portal user website, mobile APP, wechat public platform, microblogging etc.；Multidimensional virtual interactive interface platform can customize human-computer interaction interface according to customer service, quickly realize user demand, really realize the dynamic with needing of system；Unified supervision platform carries out Real-time Monitor Management to various platform applications, comprising data storage, process and unified log management, improves the maintainability and operational efficiency of system.
Description
Technical field
The present invention relates to wisdom traffic informatization technical field, especially a kind of wisdom traffic operating system.
Background technology
In recent years, with the propulsion of Urbanization in China and the rapid growth of vehicles number, urban highway traffic amount
It is continuously increased, various traffic problems are shown especially：Traffic congestion becomes the matter of utmost importance for influencing big city resident trip, traffic accident number
Measure it is in rising trend, tail gas pollution of motor-driven vehicle become urban atmospheric pollution main source.These traffic problems are to economic development
Cause huge loss.Development wisdom traffic can ensure traffic safety, alleviate congestion problem, reduce traffic accident.
Wisdom traffic is on the basis of intelligent transportation, makes full use of Internet of Things, spatial perception, cloud computing, mobile Internet
Etc. generation information technologies, integrated use traffic science, systems approach, artificial intelligence, knowledge excavation scheduling theory and tool, with complete
Face perception, depth integration, take the initiative in offering a hand, science decision is target, by building real-time dynamic information service system, depth is dug
Communications and transportation related data is dug, forms case study model, realizes industry resource configuration optimization ability, public decision making ability, row
The promotion of industry managerial ability, public service ability, push communications and transportation it is safer, it is more efficient, more convenient, more economical, more environmentally friendly,
More comfortable operation and development, drive the transition of communications and transportation related industry, upgrading.
Invention content
The purpose of the present invention is to provide it is a kind of various data in entire urban transportation can be carried out fusion processing and
Effectively management, and provide versatility and the wisdom traffic operating system of basic data service guarantee for business application system.
To achieve the above object, present invention employs following technical schemes：A kind of wisdom traffic operating system, includes number
According to fusion treatment platform, service supporting platform, information promulgating platform, multidimensional virtual interactive interface platform and unified supervision platform.Number
It is arranged in juxtaposition according to fusion treatment platform, service supporting platform, information promulgating platform, multidimensional virtual interactive interface platform, data fusion
Processing platform, service supporting platform, information promulgating platform, multidimensional virtual interactive interface platform are connect with unified supervision platform, this
Five large platforms mutually support, and Data Fusion platform is provided for service supporting platform by processing and treated data source,
These data sources are published to information promulgating platform for users to use by the further business logic processing of service supporting platform.Together
When, multidimensional virtual interactive interface platform can be according to real-time monitoring and analysis of the actual business requirement flexible configuration of user to data
Interface, all by unified supervision platform unified monitoring management, this is five big for related application service and data alarm on this four large platform
Platform constitutes the Core Feature of wisdom traffic operating system, and the system is enabled to effectively to run.
Each platform feature is specific as follows：
Data Fusion platform, using the fusion of more structural datas and big data technology, to urban transportation magnanimity isomery
Data carry out distributed capture, storage, fusion and analysis, and isomeric data is processed, and realize traffic service data
Effectively management；
Service supporting platform provides various businesses application interface services, includes theme library, index storehouse service interface and GIS
Service interface etc.；
Information promulgating platform, by public service information automatic push to portal user website, mobile APP, wechat public platform,
Microblogging etc.；
Multidimensional virtual interactive interface platform can customize human-computer interaction interface according to customer service, quickly realize user demand,
Really realize the dynamic with needing of system；
Unified supervision platform carries out Real-time Monitor Management to various platform applications, is stored comprising data, process, with
And unified log management, system problem can be found in time, it is quick to position, improve the maintainability and operational efficiency of system.
The Data Fusion platform includes：
Data access is made of, wherein protocol resolution module protocol resolution module and Data Integration module, is marked for parsing
Accurate and off-gauge agreement is parsed, including the data access agreements such as 808,809.Data Integration module is used to be directed to and parse
The urban transportation various businesses data come are integrated, and form complete transportation industry data system.
Data store, and are made of distributed big data memory module and Storage Virtualization module, wherein, distributed big data
Memory module, for passing through distributed file system HDFS, key value database HBase, data in wisdom traffic operating system
The big datas memory technology such as warehouse Hive, that realizes huge traffic data is stored in management；Storage Virtualization module is mainly in intelligence
Realize that physical storage device to the mapping of unity logic resource pool, provides data resource mesh to the user in intelligent traffic operation system
Record.
Data mart modeling provides various transportation industries relevant model algorithm library, enables to various traffic datas in data
Various businesses index is calculated by model algorithm library under the driving of processing engine.
Data access according to the different storage forms of data, provides the modes such as stsndard SQL, NoSQL and caching, to depositing
The structuring of storage, semi-structured and unstructured data carry out queried access, so for traffic data more efficient analysis and
Using the service of offer.
The service supporting platform includes：
Various businesses application interface services are provided, include theme library, index storehouse service interface and GIS service interface etc..
Described information distribution platform includes：
It can be by public service information automatic push to portal user website, mobile APP, wechat public platform, Sina weibo etc..
The multidimensional virtual interactive interface platform includes：
Can according to customer service customize human-computer interaction interface, quickly realize user demand, really realize system with need
And it moves.
The unified supervision platform includes：
Data are supervised, and data are traced, the incidence relation between its data are shown in a manner of genetic connection figure, in number
The present situation of data can be clearly seen in each step according to access, storage and processing, checks data entire
The problem of some part occurs in flowchart process.Meanwhile quality examination is carried out to the traffic data of access, including shortage of data,
Data under error in data and traffic abnormity situation.It is wherein relatively simple to the monitoring of missing data, i.e., sentence at the monitoring moment
Disconnected data should be arrived and not arrived.Mainly there is threshold method to the monitoring method of wrong data, each transportation industry data should meet certain
Threshold range, can be by given threshold, so as to judge whether data are wrong data.
Log management, including system log, application log and security log.System O＆M and developer can lead to
It crosses daily record and understands server soft and hardware information, check the reason of mistake and mistake in configuration process occur.In addition, often divide
Analysis daily record will be seen that load, performance and the safety of server, so as to take measures to correct mistake in time.The system is mainly received
Collect the relevant daily record of product, and centralized management and analysis carried out to daily record, these daily records mainly contain message queue daily record,
Database journal, middleware daily record (Web server log, application server etc.), operating system daily record etc..
Application management, can be related to application and service (such as host server, operating system, database, using centre
Part, message-oriented middleware etc.) multi-angle, more clearly profound level, Distant supervision and control are carried out, fully meet user to crucial industry
The real-time unified monitoring and regulatory requirement of business, pinpoint the problems in time, and first time mail or short massage notice responsible person concerned ensure
The normal operation of system.
User supervises, and is made of authenticating user identification and access control management, wherein, authenticating user identification module can be right
The user identity of TOS carries out legitimacy certification, and the related resource of TOS, inquiry could be only accessed by the user of authentication
Related data transfers video information, ensure that the safety of information in networked system, is not stolen by irrelevant personnel；Access control pipe
Reason, on the basis of authentication, being authorized according to the identity of user, user carries out equipment control, file access etc.
Operation must possess corresponding permission, and access control is realized by the permission for checking user.
All kinds of alarms can be summarized, shown, confirmed and be reported by alarm center, the alarm that each system has been concentrated to generate
It accuses, fault location can be carried out, operation maintenance personnel is enable accurately and rapidly to obtain the operation of types of applications system and host server
Status information is safeguarded at the first time.Mainly include the functions such as alarming processing, alarm presentation, alarm operation and inquiry.
Description of the drawings
Fig. 1 is the structure diagram of this system.
Specific embodiment
A kind of wisdom traffic operating system including Data Fusion platform, utilizes the fusion of more structural datas and big number
According to technology, distributed capture, storage, fusion and analysis are carried out to urban transportation magnanimity isomeric data, isomeric data is added
Work processing, realizes the efficient management of data；Service supporting platform provides various businesses application interface services, comprising theme library, refers to
Mark library service interface and GIS service interface etc.；Information promulgating platform, can be by public service information automatic push to portal user net
It stands, move APP, wechat public platform, microblogging etc.；Multidimensional virtual interactive interface platform can customize human-computer interaction according to customer service
User demand is quickly realized at interface, really realizes the dynamic with needing of system；Unified supervision platform carries out various platform applications
Real-time Monitor Management comprising data storage, process and unified log management, can find system problem in time, quick fixed
The maintainability and operational efficiency of system are improved in position.
As shown in Figure 1, the data of transportation industry have the characteristics that diversity, isomery, there is structural datas, non-structural
Change data and semi-structured data, in order to realize convenient analysis application, in Data Fusion platform, more knots will be utilized
Structure Data fusion technique carries out above-mentioned isomeric data fusion unification, realizes effective management of transportation industry data.The number
Include according to fusion treatment platform：
Data access is made of, wherein protocol resolution module protocol resolution module and Data Integration module, for standard and
Off-gauge agreement is parsed and other manufacturer data switching planes, including the marks such as 808,809,905,28181,28059
Quasi- data access agreement and mobile phone signaling data agreement, bus GPS agreement, bus passenger flow agreement, taxi GPS protocol,
The proprietary protocols such as taximeter data protocol, traffic detector data MQ agreements, flight analysis status data agreement.Data
It integrates module to be used to be integrated for the urban transportation various businesses data parsed, forms complete transportation industry data
System.
Data store, and are made of distributed big data memory module and Storage Virtualization module, wherein, distributed big data
Memory module, for passing through distributed file system HDFS, NoSQL database, data warehouse in wisdom traffic operating system
The big datas memory technology such as Hive, that realizes huge traffic data is stored in management；Storage Virtualization module is mainly handed in wisdom
Realize that physical storage device to the mapping of unity logic resource pool, provides data resource catalogue to the user in logical operating system.
Data mart modeling provides various transportation industries relevant model algorithm library, enables to various traffic datas in data
Various businesses index is calculated by model algorithm library under the driving of processing engine.
Data access, can according to the different storage forms of data, provide stsndard SQL, NoSQL (MongoDB, Hbase,
Hive) and modes such as (Redis, Memcache) are cached, the structuring, semi-structured and unstructured data to storage carry out
Queried access, so for traffic data more efficient analysis and application service is provided.
As shown in Figure 1, the service supporting platform includes：
Various businesses application interface services are provided, include theme library, index storehouse service interface and GIS service interface etc.；It carries
For road condition analyzing, track inquiry, magnitude of traffic flow statistics, passenger flow analysing, OD analysis, Public Transport Transfer analysis, line network optimization, business revenue point
Analysis, duty live to analyze, region evacuation is analyzed etc..
As shown in Figure 1, described information distribution platform includes：It can be by public service information automatic push to portal user net
It stands, move APP, wechat public platform, Sina weibo etc.；
Portal website：By api interface, the automatic publication of the website of TRS management is supported.
Mobile APP：The Push Service of platform (aurora, You Meng) is pushed by third party, actively in time to mobile subscriber
Interaction is initiated, is sent to system alarm, business early warning, notice notice, dynamic update etc..
Wechat public platform：Relevant information is issued to wechat public platform by wechat api interface automatically.
Sina weibo：Relevant information is issued to Sina weibo by its back office interface automatically.
As shown in Figure 1, the multidimensional virtual interactive interface platform includes：
Can according to customer service customize human-computer interaction interface, quickly realize user demand, really realize system with need
And it moves；It, can be by various legends, including multi-dimensional spreadsheet, scatter plot, line chart, block diagram, cake according to the actual features of data
Figure, thermodynamic chart, relational graph, Sang Jitu, light figure, migrates figure, OD figures, scintigram etc. at radar map, interaction circle needed for flexible configuration
Face meets a variety of demands that user shows on large screen and PC.
As shown in Figure 1, the unified supervision platform includes：
Data are supervised：
1st, data traceability
For better data traceability, quick positioning question data improve O＆M efficiency, visualize data correlation and close
System, the incidence relation between its data is shown in a manner of genetic connection figure, can clearly see number in each of the steps
According to the present situation, check data during whole flow process some part occur the problem of.Since data entering original library
Corresponding index is generated to the end, is often taken one pace forward, and can all be left a trace in systems (daily record).
Data are linked into theme library from original library, from main test database generation index value to index storehouse, rely on the index of the index
Continue to generate index, entire data flow is visualized.
Forward direction displaying：Using->Host server->Original library -->Theme library->Index storehouse index
Reverse displaying：Index storehouse index->Theme library->Original library->Host server->Using
2nd, the quality of data monitors
Due to the company of the abnormal and various information collecting device of transmission device failure, road traffic situation and environmental factor
The intermittent work failure that continuous sex work feature is caused can all make acquired data go out active, mistake, inaccurate.
The problem of influencing transportation industry data O＆M at present, mainly includes：Shortage of data, error in data and traffic abnormity
Data under situation.It is wherein relatively simple to the monitoring of missing data, i.e., judge that data should arrive and not arrive at the monitoring moment.To mistake
Accidentally the monitoring method of data mainly has threshold method, and each transportation industry data should meet certain threshold range, can be by setting threshold
Value, so as to judge whether data are wrong data.
Missing checks：Arrival or data acquisition situation to original service data is according to preset monitoring frequency reality
When monitor；
Numerical check：Most common inspection during data O＆M checks, to the single number being linked into business application system
According to value effective threshold decision is carried out according to service logic；
Fluctuation checks：By the single data values to being linked into operation system in the range of certain time situation of change
To check the fluctuation of data, situation of change；
Audit by comparison：By the simple arithmetic (add, subtract, multiplication and division) to several data values, to check each number
According between value potentially balance or other comparisons；
Association checks：When some data value exception, the exception information of its associated data value can also be shown together
Come, preferable advisory opinion is provided for operation maintenance personnel.
Log management：
Daily record mainly includes system log, application log and security log.System O＆M and developer can lead to
It crosses daily record and understands server soft and hardware information, check the reason of mistake and mistake in configuration process occur.In addition, often divide
Analysis daily record will be seen that load, performance and the safety of server, so as to take measures to correct mistake in time.The system is mainly received
Collect the relevant daily record of product, and centralized management and analysis carried out to daily record, these daily records mainly contain message queue daily record,
Database journal, middleware daily record (Web server log, application server etc.), operating system daily record etc..
This system will use real-time logs analysis ELK platforms of increasing income, ELK by ElasticSearch, Logstash and
Tri- Open-Source Tools compositions of Kibana.Elasticsearch：Increase income distributed search engine, be mainly characterized by it is distributed, zero
Configuration, automatic discovery, index auto plate separation, index copy mechanism, restful style interfaces, multi-data source, automatic search overhead
Deng.Logstash：Daily record can be collected, analyzed, and be stored for using later.Kibana：Can be
The web interface for the log analysis close friend that Logstash and ElasticSearch is provided can help to summarize, analyze and search for weight
Want data logging.
The softwares such as database, operating system, application server, message-oriented middleware have fixed journal format, business processing
Correlation engine will comply with following journal format：[host name] [date] [function module-processing routine] [daily record rank] is [in daily record
Hold], wherein, function module is broadly divided into theme library, index storehouse, index monitoring system, data analysis system, report services system
Deng；Processing routine is the background program in each function module.
Daily record rank：DEBUG/WARN/ERROR/INFO.
Log content：The log content that each business module of product generates.
Application management：
Can to application and service that product itself is related to (such as host server, operating system, database, in
Between part, message-oriented middleware etc.) carry out multi-angle, more clearly profound level, Distant supervision and control, fully meet user to key
The real-time unified monitoring and regulatory requirement of business, pinpoint the problems in time, first time mail or short massage notice responsible person concerned, protect
The normal operation of card system.The object of its monitoring management mainly include host server, database, middleware (application server,
Load equalizer, message-oriented middleware etc.) and various Batch Processing systems (data access, storage, processing, shared engine etc.), side
Live operation maintenance personnel is helped effectively to manage various resources, it can also the manual start and stop related service in interface.
User supervises：
It is made of authenticating user identification and access control management, wherein, authenticating user identification module can be to the user of TOS
Identity carries out legitimacy certification, could only access the related resource of TOS by the user of authentication, query-relevant data,
Video information is transferred, the safety of information in networked system is ensure that, is not stolen by irrelevant personnel；Access control management, for
It on the basis of authentication, is authorized according to the identity of user, user, which carries out the operations such as equipment control, file access, to be gathered around
There is corresponding permission, access control is realized by the permission for checking user.
Alarm center：
The alarm that each system generates has been concentrated at unified alarm center, all kinds of alarms can be summarized, be shown, being confirmed and
Report, can carry out fault location, operation maintenance personnel is enable accurately and rapidly to obtain types of applications system and the fortune of host server
Row status information, is safeguarded at the first time.Mainly include the functions such as alarming processing, alarm presentation, alarm operation and inquiry.
1st, alarming processing
After alarm center receives alarm notification information, can various analyses and processing be carried out to warning information in time, mainly
Including functions such as alarm filter, alarm compression, alarm upgrading, alarm notifications.
Alarm filter：Can filter condition be set according to the alarm of different stage, different type, different system, distinct device,
The friendly overanxious setting interface of alarm is provided.
Alarm compression：For the same warning information repeated, system compresses it into a warning information, and provides
First time time of origin and final updating time and number of repetition.
Alarm upgrading：Alarm that is excessively high to the frequency in the unit interval or lasting long (threshold value can be set), system will be certainly
Dynamic to improve alarm level, to ensure to obtain preferentially timely handling, the level for alerting raising can be by user setting.
Alarm notification：It after receiving alarm notification information, handles by analysis, such as finds that alarm status changes and (wrap
Include the various states such as new alarm, alarm clearing or the alarm upgrading of generation), then each alarm terminal, update alarm are notified in time
State notifies operation maintenance personnel in time.
2nd, alarm is presented
The various warning information that alarm center receives are presented to fortune in a manner of figure, sound, color, report, window etc.
Maintenance personnel.
(1) for the warning information of different stage, system will be shown in different colors.
(2) user can check each system equipment status by way of view list and topological diagram.
(3) it for high-level alarm, is presented in notable position, it can be tight according to raising Time sequence and alarm
Master control program is ranked up display.
It (4) can be automatically according to the alarm of current highest level, with different sound prompting operation maintenance personnels note that user can be with
The prompt tone that each rank is set to alert, can also close or open alarm sound by hand.
(5) it can prompt that the real-time statistics such as alarm bar number, acknowledged alarm item number currently have occurred to manager.
(6) details of alarm can easily be checked, including alarm level, alarm cause, raising Time is accused
The information such as alert acknowledging time, alarm clearing time, alarm type.
3rd, alarm operation and inquiry
Operation maintenance personnel can realize various operating functions, including alarm clearing, alarm really by alerting centre management interface
Recognize, the operating functions such as alarm clearance, alarm inquiry, alarm synchronization.
Alarm clearing：That is alarm clearance, system provide two kinds of alarm clearing modes：It is by hand and automatic.It is automatic to restore alarm
After referring to that alarm center receives alarm clearing information, corresponding warning information is eliminated automatically.Manual recovery refers to select
Certain or a plurality of alarm record, manually change alarm status information.Alarm clearing operation can record alarm clearing time and alarm
Reset mode (being manual or automatic).Alarm clearing does not clear data from database, only alarm from current alarm
It has been moved in history alarm.
Acknowledged alarm：Acknowledged alarm operation is provided, when alarm center receives alarm and is identified it is to be treated
Warning information, user can be operated using acknowledged alarm, and alarm is put into a special acknowledged alarm view and is shown, so as to
Operation maintenance personnel tracks alarm clearing situation in time.It can be according to conditions such as alarm source, alarm level, state, type, generation times
Warning information is confirmed.
Alarm clearance：When user confirms that alarm has been eliminated, user can be alerted with manual removal.
Alarm inquiry：User can be looked by the various conditional combinations such as alarm type, alarm level, alarm status, time
Ask current or history alarm information.
Alarm statistics and analysis：Quantity, the grade of alarm center existing alarm can be understood by alarm statistics and analytic function
, operation maintenance personnel is not to alarm situation about being confirmed, the quantity of history alarm, situations such as.Pass through deeply dividing to result above
Analysis can provide data reference to improving maintenance work.
Claims (10)
1. a kind of wisdom traffic operating system, it is characterised in that：Include Data Fusion platform, service supporting platform, letter
Cease distribution platform, multidimensional virtual interactive interface platform and unified supervision platform.Data Fusion platform, service supporting platform, letter
Breath distribution platform, multidimensional virtual interactive interface platform are arranged in juxtaposition, Data Fusion platform, service supporting platform, information publication
Platform, multidimensional virtual interactive interface platform are connect with unified supervision platform, this five large platform mutually supports, and Data Fusion is put down
Platform is provided for service supporting platform by processing and treated data source, these data sources are further by service supporting platform
Business logic processing be published to information promulgating platform for users to use.Meanwhile multidimensional virtual interactive interface platform is according to user's
Actual business requirement flexible configuration is to the real-time monitoring of data and assay surface, the related application service sum number on this four large platform
According to alarm all by unified supervision platform unified monitoring management, this five large platform constitutes the core work(of wisdom traffic operating system
Can, the system is enabled to effectively to run.
2. a kind of wisdom traffic operating system according to claim 1, it is characterised in that：Data Fusion platform, profit
With the fusion of more structural datas and big data technology, distributed capture, storage, fusion are carried out to urban transportation magnanimity isomeric data
And analysis, isomeric data is processed, realizes effective management of traffic service data；
3. a kind of wisdom traffic operating system according to claim 1, it is characterised in that：Service supporting platform provides each
Kind service application interface service, includes theme library, index storehouse service interface and GIS service interface；
4. a kind of wisdom traffic operating system according to claim 1, it is characterised in that：Information promulgating platform, by the public
Information on services automatic push are to portal user website, mobile APP, wechat public platform, microblogging；
5. a kind of wisdom traffic operating system according to claim 1, it is characterised in that：Multidimensional virtual interactive interface platform,
Can human-computer interaction interface be customized according to customer service, quickly realize user demand, really realize the dynamic with needing of system；
6. a kind of wisdom traffic operating system according to claim 1, it is characterised in that：Unified supervision platform, to various
Platform application carries out Real-time Monitor Management, comprising data storage, process and unified log management, can find in time be
System problem, it is quick to position, improve the maintainability and operational efficiency of system.
7. a kind of wisdom traffic operating system according to claim 1, it is characterised in that：The Data Fusion platform
Including：
Data access is made of, wherein protocol resolution module protocol resolution module and Data Integration module, for parse standard and
Off-gauge agreement is parsed, including 808,809 data access agreements.Data Integration module is used for for the city parsed
Traffic various businesses data in city's are integrated, and form complete transportation industry data system.
Data store, and are made of distributed big data memory module and Storage Virtualization module, wherein, distributed big data storage
Module, for passing through distributed file system HDFS, key value database HBase, data warehouse in wisdom traffic operating system
Hive big data memory technologies, that realizes huge traffic data is stored in management；Storage Virtualization module is mainly in wisdom traffic
Realize that physical storage device to the mapping of unity logic resource pool, provides data resource catalogue to the user in operating system.
Data mart modeling provides various transportation industries relevant model algorithm library, enables to various traffic datas in data mart modeling
Various businesses index is calculated by model algorithm library under the driving of engine.
Data access according to the different storage forms of data, provides stsndard SQL, NoSQL and cache way, to the knot of storage
Structure, semi-structured and unstructured data carry out queried access, and then are that the more efficient analysis of traffic data and application carry
For service.
8. a kind of wisdom traffic operating system according to claim 1, it is characterised in that：The service supporting platform packet
It includes：
Various businesses application interface services are provided, include theme library, index storehouse service interface and GIS service interface.
Described information distribution platform includes：
It can be by public service information automatic push to portal user website, mobile APP, wechat public platform, Sina weibo.
9. a kind of wisdom traffic operating system according to claim 1, it is characterised in that：The multidimensional virtual interactive interface is put down
Platform includes：
Can human-computer interaction interface be customized according to customer service, quickly realize user demand, really realize the dynamic with needing of system.
10. a kind of wisdom traffic operating system according to claim 1, it is characterised in that：The unified supervision platform packet
It includes：
Data are supervised, and data are traced, the incidence relation between its data is shown in a manner of genetic connection figure, is connect in data
The present situation of data can be clearly seen in each step for entering, storing and processing, checks data in whole flow process mistake
The problem of some part occurs in journey.Meanwhile quality examination is carried out to the traffic data of access, it is wrong including shortage of data, data
Data under mistake and traffic abnormity situation.It is wherein relatively simple to the monitoring of missing data, i.e., judge data at the monitoring moment
It should arrive and not arrive.Mainly there is threshold method to the monitoring method of wrong data, each transportation industry data should meet certain threshold value model
It encloses, by given threshold, so as to judge whether data are wrong data.
Log management, including system log, application log and security log.System O＆M and developer pass through daily record
Server soft and hardware information is solved, checks the reason of mistake and mistake in configuration process occur.In addition, often analysis daily record
Load, performance and the safety of server are solved, so as to take measures to correct mistake in time.It is relevant that the system mainly collects product
Daily record, and centralized management and analysis are carried out to daily record, these daily records mainly contain message queue daily record, database journal,
Middleware daily record, operating system daily record.
Application management carries out multi-angle, more clearly profound level, Distant supervision and control to the application and service being related to, fills
Divide and meet real-time unified monitoring and regulatory requirement of the user to key business, pinpoint the problems in time, first time mail or short message
It notifies responsible person concerned, ensures the normal operation of system.
User supervises, and is made of authenticating user identification and access control management, wherein, authenticating user identification module can be to TOS's
User identity carries out legitimacy certification, and the related resource of TOS could be only accessed by the user of authentication, inquires dependency number
According to transferring video information, ensure that the safety of information in networked system, do not stolen by irrelevant personnel；Access control management is used for
It on the basis of authentication, is authorized according to the identity of user, user carries out equipment control, file access operation must be gathered around
There is corresponding permission, access control is realized by the permission for checking user.
All kinds of alarms are summarized, are shown, confirmed and are reported by alarm center, the alarm that each system has been concentrated to generate, can be into
Row fault location enables operation maintenance personnel accurately and rapidly to obtain the operating status letter of types of applications system and host server
Breath, is safeguarded at the first time.Mainly include alarming processing, alarm presentation, alarm operation and query function.
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Cited By (24)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
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| CN109218078A (en) * | 2018-08-17 | 2019-01-15 | 北京易华录信息技术股份有限公司 | A kind of transport science and techonologies part of appliance monitoring management system design method |
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| CN110266800A (en) * | 2019-06-24 | 2019-09-20 | 合肥盈川信息技术有限公司 | A kind of wisdom text Luda data supervising platform |
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| CN112835878A (en) * | 2021-01-05 | 2021-05-25 | 上海图丽信息技术有限公司 | Method for fusing real-time structuralization of multi-source big data |
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Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104243569A (en) * | 2014-09-09 | 2014-12-24 | 安徽四创电子股份有限公司 | City operation system |
| CN104484783A (en) * | 2014-12-12 | 2015-04-01 | 江阴中科今朝科技有限公司 | Public supervision and service platform of road freight vehicle |
| CN105894849A (en) * | 2015-01-23 | 2016-08-24 | 汤建华 | Orderly parking system based on cloud platform and realization method thereof |
| CN105931168A (en) * | 2016-04-15 | 2016-09-07 | 广州葵翼信息科技有限公司 | Smart city service configuration based on information grid service |
| CN106227899A (en) * | 2016-08-31 | 2016-12-14 | 北京京航计算通讯研究所 | The storage of the big data of a kind of internet of things oriented and querying method |
| CN107071001A (en) * | 2017-03-22 | 2017-08-18 | 南京理工大学 | Intelligent transportation Web information sharing service platform framework method |
-
2017
- 2017-12-30 CN CN201711492162.1A patent/CN108197261A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104243569A (en) * | 2014-09-09 | 2014-12-24 | 安徽四创电子股份有限公司 | City operation system |
| CN104484783A (en) * | 2014-12-12 | 2015-04-01 | 江阴中科今朝科技有限公司 | Public supervision and service platform of road freight vehicle |
| CN105894849A (en) * | 2015-01-23 | 2016-08-24 | 汤建华 | Orderly parking system based on cloud platform and realization method thereof |
| CN105931168A (en) * | 2016-04-15 | 2016-09-07 | 广州葵翼信息科技有限公司 | Smart city service configuration based on information grid service |
| CN106227899A (en) * | 2016-08-31 | 2016-12-14 | 北京京航计算通讯研究所 | The storage of the big data of a kind of internet of things oriented and querying method |
| CN107071001A (en) * | 2017-03-22 | 2017-08-18 | 南京理工大学 | Intelligent transportation Web information sharing service platform framework method |
Non-Patent Citations (1)
| Title |
|---|
| 杭震: "《浅谈新型智慧交通建设设计思路》", 《中国交通信息化》 * |
Cited By (29)
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