CN106548440A - Big data management method and big data management system - Google Patents
Big data management method and big data management system Download PDFInfo
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Abstract
The invention provides a kind of big data management method and big data management system, wherein, big data management method includes：Obtain the service data of the subsystems in smart city；The service data of the subsystems to getting carries out classification process, to obtain sorted data；When the displaying instruction to the target data in the sorted data is received, the target data is shown.By technical scheme, the data of subsystems in smart city can be collected and classification is processed, and which is shown so that city manager can intuitively get relevant information, being capable of effectively management and control urban construction achievement and running status.
Description
Technical field
The present invention relates to big data processing technology field, big in particular to a kind of big data management method and one kind
Data management system.
Background technology
With the quickening of urban construction paces, smart city construction achieves remarkable effect.Build and fortune in smart city
In turning, substantial amounts of data can be produced, every field of these data distributions in city, big data are the bases for supporting urban construction
Stone, and affect urban construction, the key of management decision-making.
But these data are due to covering multiple fields, relatively in disorder, magnanimity, complexity, data are too specialized, directly perceived,
Lack linkage, it is impossible to intuitively be demonstrated out so that decision-making management person cannot carry out taking the whole situation into account, managing, right
This there is presently no effective solution.
The content of the invention
The present invention is based at least one above-mentioned technical problem, it is proposed that a kind of new big data Managed Solution, can be right
In smart city, the data of subsystems are collected and classification is processed, and which is shown so that city manager can
Intuitively to get relevant information, being capable of effectively management and control urban construction achievement and running status.
In view of this, the present invention proposes a kind of big data management method, including：Obtain each subsystem in smart city
The service data of system；The service data of the subsystems to getting carries out classification process, to obtain sorted number
According to；When the displaying instruction to the target data in the sorted data is received, the target data is shown.
In the technical scheme, by the service data for obtaining the subsystems in smart city, and to getting
The service data of subsystems carries out classification process and obtains sorted data, to receive in sorted data
When the displaying of target data is instructed, target data is shown so that city manager can intuitively get related letter
Breath, being capable of effectively management and control urban construction achievement and running status.Wherein, the subsystems in smart city include public security system
System, traffic system, government system, municipal administration's system, touring system, medical system, educational system, food medicine system etc..
In above-mentioned technical proposal, it is preferable that described the step of be shown to target data, specifically include：Obtain with
The associated electronic chart of the target data；Show the electronic chart, and the target is marked on the electronic chart
Status information represented by the generation position of data and/or the target data.
In the technical scheme, target data can be shown with combining cartographic information, specifically, be shown and number of targets
According to associated electronic chart, and the generation position of target data is labeled on electronic chart, and/or to target data
Represented status information is labeled so that city manager can intuitively know relevant information, and for example, target data is friendship
During logical traffic information, which can be marked and position is occurred and is drawn the figure layer of different colours to represent road conditions (i.e. shape which represents
State), city manager can intuitively find out which road congestion of current time or will block, and friendship can be dredged by combined dispatching
It is logical, the blockage problem of urban road is solved or avoided, when target data is particularly serious event, event is accurately positioned on map
Generation point, so that city manager checks event development trend immediately, is scheduled corresponding commander work.
In any of the above-described technical scheme, it is preferable that described to obtain the electronic chart being associated with the target data
The step of, specifically include：Slicing treatment is carried out to the electronic chart of the smart city, with the electronic chart after being cut into slices；
Electronic chart after the section is loaded and cached；Obtain from the electronic chart after the section and the number of targets
According to associated electronic chart.
In the technical scheme, it is contemplated that in actual use, if real-time loading electronic chart may extend exhibition
Show the time, affect bandwagon effect, so slicing treatment is carried out by the electronic chart to smart city, and to the electronics after section
Map is loaded and is cached and (map for loading carried out caching process using local cache mechanism specifically, is such as adopted
Browser rs cache), the electronic chart being associated with target data is obtained in the electronic chart from after section, is effectively improved and is added
Carry speed, it is ensured that bandwagon effect, while can also take into account process concurrent tasks and render process.
In any of the above-described technical scheme, it is preferable that described the step of be shown to target data, specifically include：
The target data is shown using data model figure；Wherein, the data model figure includes following one or more groups
Close：Cake chart, block diagram, trendgram, migrate figure, thermodynamic chart.
In the technical scheme, by using cake chart, block diagram, trendgram, migrate the data model figure such as figure, thermodynamic chart
Target data is shown, is easy to city manager to check.
In any of the above-described technical scheme, it is preferable that described the step of be shown to target data, specifically include：
The various dimensions thematic map of the target data is built, and the various dimensions thematic map is shown.
The various dimensions thematic map of target data in the technical scheme, can also be built, and various dimensions thematic map is carried out
Show so that bandwagon effect is more targeted.
It is in any of the above-described technical scheme, it is preferable that described the step of be shown to the target data, concrete to wrap
Include：The target data is shown based on CS frameworks.
In the technical scheme, can specifically pass through CS (Client/Server) frameworks client nesting BS (Browser/
Server) target data is shown, using Installed System Memory without using browser internal memory during displaying, so that it is guaranteed that
Bandwagon effect.
In any of the above-described technical scheme, it is preferable that the operation number of the subsystems in the acquisition smart city
According to the step of, specifically include：The service data of the subsystems is gathered by predetermined way；Wherein, the predetermined way
Including the following combination of one or more：The Internet, Internet of Things, the data-interface for docking the subsystems.
According to the second aspect of the invention, it is proposed that a kind of big data management system, including：First acquisition unit, is used for
Obtain the service data of the subsystems in smart city；Processing unit, for the subsystems to getting
Service data carries out classification process, to obtain sorted data；Display unit, for receiving to the sorted number
When the displaying of the target data according in is instructed, the target data is shown.
In the technical scheme, by the service data for obtaining the subsystems in smart city, and to getting
The service data of subsystems carries out classification process and obtains sorted data, to receive in sorted data
When the displaying of target data is instructed, target data is shown so that city manager can intuitively get related letter
Breath, being capable of effectively management and control urban construction achievement and running status.Wherein, the subsystems in smart city include public security system
System, traffic system, government system, municipal administration's system, touring system, medical system, educational system, food medicine system etc..
In above-mentioned technical proposal, it is preferable that the display unit includes：Second acquisition unit, for obtain with it is described
The associated electronic chart of target data；Display unit, for showing the electronic chart, and marks on the electronic chart
Status information represented by the generation position of the target data and/or the target data.
In the technical scheme, target data can be shown with combining cartographic information, specifically, be shown and number of targets
According to associated electronic chart, and the generation position of target data is labeled on electronic chart, and/or to target data
Represented status information is labeled so that city manager can intuitively know relevant information, and for example, target data is friendship
During logical traffic information, which can be marked and position is occurred and is drawn the figure layer of different colours to represent road conditions (i.e. shape which represents
State), city manager can intuitively find out which road congestion of current time or will block, and friendship can be dredged by combined dispatching
It is logical, the blockage problem of urban road is solved or avoided, when target data is particularly serious event, event is accurately positioned on map
Generation point, so that city manager checks event development trend immediately, is scheduled corresponding commander work.
In any of the above-described technical scheme, it is preferable that the acquiring unit specifically for：Electricity to the smart city
Sub- map carries out slicing treatment, with the electronic chart after being cut into slices；Loading is carried out to the electronic chart after the section gentle
Deposit；The electronic chart being associated with the target data is obtained from the electronic chart after the section.
In the technical scheme, it is contemplated that in actual use, if real-time loading electronic chart may extend exhibition
Show the time, affect bandwagon effect, so slicing treatment is carried out by the electronic chart to smart city, and to the electronics after section
Map is loaded and is cached and (map for loading carried out caching process using local cache mechanism specifically, is such as adopted
Browser rs cache), the electronic chart being associated with target data is obtained in the electronic chart from after section, is effectively improved and is added
Carry speed, it is ensured that bandwagon effect, while can also take into account process concurrent tasks and render process.
In any of the above-described technical scheme, it is preferable that the display unit specifically for：Using data model figure to institute
State target data to be shown；Wherein, the data model figure includes following arbitrary or multiple combination：Cake chart, block diagram, become
Gesture figure, migrate figure, thermodynamic chart.
In the technical scheme, by using cake chart, block diagram, trendgram, migrate the data model figure such as figure, thermodynamic chart
Target data is shown, is easy to city manager to check.
In any of the above-described technical scheme, it is preferable that the display unit specifically for：Build the target data
Various dimensions thematic map, and the various dimensions thematic map is shown.
The various dimensions thematic map of target data in the technical scheme, can also be built, and various dimensions thematic map is carried out
Show so that bandwagon effect is more targeted.
In any of the above-described technical scheme, it is preferable that the display unit specifically for：Based on CS frameworks to the mesh
Mark data are shown.
In the technical scheme, can specifically pass through CS (Client/Server) frameworks client nesting BS (Browser/
Server) target data is shown, using Installed System Memory without using browser internal memory during displaying, so that it is guaranteed that
Bandwagon effect.
In any of the above-described technical scheme, it is preferable that the first acquisition unit specifically for：Adopted by predetermined way
Collect the service data of the subsystems；Wherein, the predetermined way includes the following combination of one or more：The Internet,
Internet of Things, the data-interface for docking the subsystems.
By above technical scheme, the data of subsystems in smart city can be collected and classification is processed, and
Which is shown so that city manager can intuitively get relevant information, being capable of effective management and control urban construction achievement
And running status.
Description of the drawings
Fig. 1 shows the schematic flow diagram of big data management method according to an embodiment of the invention；
Fig. 2 shows the schematic block diagram of big data management system according to an embodiment of the invention；
Fig. 3 shows the schematic block diagram of big data management system according to another embodiment of the invention；
Fig. 4 shows the schematic block diagram of CS frameworks client according to an embodiment of the invention；
Fig. 5 shows the schematic block diagram of background support platform according to an embodiment of the invention；
Fig. 6 shows the structural representation of big data management system according to an embodiment of the invention.
Specific embodiment
It is in order to be more clearly understood that the above objects, features and advantages of the present invention, below in conjunction with the accompanying drawings and concrete real
Apply mode to be further described in detail the present invention.It should be noted that in the case where not conflicting, the enforcement of the application
Feature in example and embodiment can be mutually combined.
Many details are elaborated in the following description in order to fully understand the present invention, but, the present invention may be used also
Implemented with being different from other modes described here using other, therefore, protection scope of the present invention is not by described below
Specific embodiment restriction.
Fig. 1 shows the schematic flow diagram of big data management method according to an embodiment of the invention.
As shown in figure 1, big data management method according to an embodiment of the invention, including：
Step 102, obtains the service data of the subsystems in smart city.
Step 104, the service data of the subsystems to getting carry out classification process, sorted to obtain
Data.
Step 106, when the displaying instruction to the target data in the sorted data is received, to the target
Data are shown.
In the technical scheme, by the service data for obtaining the subsystems in smart city, and to getting
The service data of subsystems carries out classification process and obtains sorted data, to receive in sorted data
When the displaying of target data is instructed, target data is shown so that city manager can intuitively get related letter
Breath, being capable of effectively management and control urban construction achievement and running status.Wherein, the subsystems in smart city include public security system
System, traffic system, government system, municipal administration's system, touring system, medical system, educational system, food medicine system etc..
In above-mentioned technical proposal, it is preferable that described the step of be shown to target data, specifically include：Obtain with
The associated electronic chart of the target data；Show the electronic chart, and the target is marked on the electronic chart
Status information represented by the generation position of data and/or the target data.
In the technical scheme, target data can be shown with combining cartographic information, specifically, be shown and number of targets
According to associated electronic chart, and the generation position of target data is labeled on electronic chart, and/or to target data
Represented status information is labeled so that city manager can intuitively know relevant information, and for example, target data is friendship
During logical traffic information, which can be marked and position is occurred and is drawn the figure layer of different colours to represent road conditions (i.e. shape which represents
State), city manager can intuitively find out which road congestion of current time or will block, and friendship can be dredged by combined dispatching
It is logical, the blockage problem of urban road is solved or avoided, when target data is particularly serious event, event is accurately positioned on map
Generation point, so that city manager checks event development trend immediately, is scheduled corresponding commander work.
In any of the above-described technical scheme, it is preferable that described to obtain the electronic chart being associated with the target data
The step of, specifically include：Slicing treatment is carried out to the electronic chart of the smart city, with the electronic chart after being cut into slices；
Electronic chart after the section is loaded and cached；Obtain from the electronic chart after the section and the number of targets
According to associated electronic chart.
In the technical scheme, it is contemplated that in actual use, if real-time loading electronic chart may extend exhibition
Show the time, affect bandwagon effect, so slicing treatment is carried out by the electronic chart to smart city, and to the electronics after section
Map is loaded and is cached and (map for loading carried out caching process using local cache mechanism specifically, is such as adopted
Browser rs cache), the electronic chart being associated with target data is obtained in the electronic chart from after section, is effectively improved and is added
Carry speed, it is ensured that bandwagon effect, while can also take into account process concurrent tasks and render process.
In any of the above-described technical scheme, it is preferable that described the step of be shown to target data, specifically include：
The target data is shown using data model figure；Wherein, the data model figure includes following one or more groups
Close：Cake chart, block diagram, trendgram, migrate figure, thermodynamic chart.
In the technical scheme, by using cake chart, block diagram, trendgram, migrate the data model figure such as figure, thermodynamic chart
Target data is shown, is easy to city manager to check.
In any of the above-described technical scheme, it is preferable that described the step of be shown to target data, specifically include：
The various dimensions thematic map of the target data is built, and the various dimensions thematic map is shown.
The various dimensions thematic map of target data in the technical scheme, can also be built, and various dimensions thematic map is carried out
Show so that bandwagon effect is more targeted.
It is in any of the above-described technical scheme, it is preferable that described the step of be shown to the target data, concrete to wrap
Include：The target data is shown based on CS frameworks.
In the technical scheme, can specifically pass through CS (Client/Server) frameworks client nesting BS (Browser/
Server) target data is shown, using Installed System Memory without using browser internal memory during displaying, so that it is guaranteed that
Bandwagon effect.
In any of the above-described technical scheme, it is preferable that the operation number of the subsystems in the acquisition smart city
According to the step of, specifically include：The service data of the subsystems is gathered by predetermined way；Wherein, the predetermined way
Including the following combination of one or more：The Internet, Internet of Things, the data-interface for docking the subsystems.
Fig. 2 shows the schematic block diagram of big data management system according to an embodiment of the invention.
As shown in Fig. 2 big data management system 200 according to an embodiment of the invention, including：
Wherein, first acquisition unit 202 is used for the service data for obtaining the subsystems in smart city；Processing unit
204 carry out classification process for the service data of the subsystems to getting, to obtain sorted data；Show
Unit 206 for receive the displaying of the target data in the sorted data is instructed when, to the target data
It is shown.
In the technical scheme, by the service data for obtaining the subsystems in smart city, and to getting
The service data of subsystems carries out classification process and obtains sorted data, to receive in sorted data
When the displaying of target data is instructed, target data is shown so that city manager can intuitively get related letter
Breath, being capable of effectively management and control urban construction achievement and running status.Wherein, the subsystems in smart city include public security system
System, traffic system, government system, municipal administration's system, touring system, medical system, educational system, food medicine system etc..
In above-mentioned technical proposal, it is preferable that the display unit 206 includes：Second acquisition unit 2062, for obtaining
The electronic chart being associated with the target data；Display unit 2064, for showing the electronic chart, and in the electronics
There is position and/or the status information represented by the target data in the target data is marked on map.
In the technical scheme, target data can be shown with combining cartographic information, specifically, be shown and number of targets
According to associated electronic chart, and the generation position of target data is labeled on electronic chart, and/or to target data
Represented status information is labeled so that city manager can intuitively know relevant information, and for example, target data is friendship
During logical traffic information, which can be marked and position is occurred and is drawn the figure layer of different colours to represent road conditions (i.e. shape which represents
State), city manager can intuitively find out which road congestion of current time or will block, and friendship can be dredged by combined dispatching
It is logical, the blockage problem of urban road is solved or avoided, when target data is particularly serious event, event is accurately positioned on map
Generation point, so that city manager checks event development trend immediately, is scheduled corresponding commander work.
In any of the above-described technical scheme, it is preferable that the second acquisition unit 2062 specifically for：To the wisdom
The electronic chart in city carries out slicing treatment, with the electronic chart after being cut into slices；Electronic chart after the section is carried out
Loading and caching；The electronic chart being associated with the target data is obtained from the electronic chart after the section.
In the technical scheme, it is contemplated that in actual use, if real-time loading electronic chart may extend exhibition
Show the time, affect bandwagon effect, so slicing treatment is carried out by the electronic chart to smart city, and to the electronics after section
Map is loaded and is cached and (map for loading carried out caching process using local cache mechanism specifically, is such as adopted
Browser rs cache), the electronic chart being associated with target data is obtained in the electronic chart from after section, is effectively improved and is added
Carry speed, it is ensured that bandwagon effect, while can also take into account process concurrent tasks and render process.
In any of the above-described technical scheme, it is preferable that the display unit 206 specifically for：Using data model figure
The target data is shown；Wherein, the data model figure includes following arbitrary or multiple combination：Cake chart, column
Figure, trendgram, migrate figure, thermodynamic chart.
In the technical scheme, by using cake chart, block diagram, trendgram, migrate the data model figure such as figure, thermodynamic chart
Target data is shown, is easy to city manager to check.
In any of the above-described technical scheme, it is preferable that the display unit 206 specifically for：Build the number of targets
According to various dimensions thematic map, and the various dimensions thematic map is shown.
The various dimensions thematic map of target data in the technical scheme, can also be built, and various dimensions thematic map is carried out
Show so that bandwagon effect is more targeted.
In any of the above-described technical scheme, it is preferable that the display unit 206 specifically for：Based on CS frameworks to institute
State target data to be shown.
In the technical scheme, can specifically pass through CS (Client/Server) frameworks client nesting BS (Browser/
Server) target data is shown, using Installed System Memory without using browser internal memory during displaying, so that it is guaranteed that
Bandwagon effect.
In any of the above-described technical scheme, it is preferable that the first acquisition unit 202 specifically for：By predetermined party
Formula gathers the service data of the subsystems；Wherein, the predetermined way includes the following combination of one or more：Interconnection
Net, Internet of Things, the data-interface for docking the subsystems.
Fig. 3 shows the schematic block diagram of big data management system according to another embodiment of the invention.
As shown in figure 3, in the present embodiment, big data management system includes：Data acquisition service, unified interface service,
Data Analysis Services service, data storage service, repository services, geographic information services, data visualization service, thematic map clothes
Business, sharpness screen show.
Wherein, data acquisition service：By the Internet, Internet of Things and each operation system (the i.e. each subsystem) data of docking
Interface gather smart city main modular initial data, these data be mainly distributed on public security, traffic, medical treatment, education, government affairs,
Municipal administration, tourism, in the food city main modular such as medicine, and data volume is magnanimity, unordered, independent, is taken by data acquisition
Business is these data acquisitions in system-based storehouse.
Unified interface is serviced：The basic data for getting (i.e. the service datas of subsystems) is issued by cloud platform
Unified interface service is managed collectively.Serviced using unified interface, association department resource good according to the rules specification is sent out
Cloth can thus reach multidisciplinary resource-sharing, information interaction, safe transmission purpose into interface service, and interface specification is used
The data transfer modes such as WebService, Rest, FTP, and changed to be adapted to different platform according to unified interface form.
Data Analysis Services are serviced：The service carries out the data of all departments from unified interface service acquisition to arrange, divides
Class, the mass data to producing in the construction of smart city are analyzed, and the factor such as category, time, event, region is parsing city
The operating Various types of data in city, the big data analysis for after provide service.
Wherein, these data can mainly be divided following several：
Real time data：These data need real-time exhibition, are intuitively shown with visual means, city after simple processing
Manager and policymaker are capable of the data of real time inspection, for example：The real time data of traffic, combining geographic information service are used
Different colours represent each section real-time road in city, and city manager can intuitively check present period city traffic road condition information,
Managing is carried out conveniently.
Historical data：These data need certain data precipitation, and data may not be once to generate, several days of needs,
Several months, even with data are in the past few years accumulated, when data reach certain magnitude, using the analysis method of big data, visualize angle
Degree carrys out display data.For example：The variation tendency of visitor's number in recent years, through the data accumulation of several years, can be with the angle in year
To show the variation tendency of visitor's quantity, it is assorted that such city manager can be judged according to the change of visitor's quantity and knowledge base
Reason causes this Long-term change trend, being capable of preferably management and control city operations and development.
Multi-dimensional data：The number that can be analyzed with various dimensions is isolated from the data of unified interface service acquisition
According to.These dimensions have time dimension, geographic latitude, event dimension, business relevant dimension etc., different dimensions data carry out arranging,
Analysis and storage, are shown by geography information, visualization, thematic diagram form.For example：With the data of chronological classification, municipal administration
The data of region class, there are during particularly serious event interrelated data etc. between each association department related data, each operation system.
Urban resource data：Related resource data in Process of Urban Development, can combining geographic information service show city it is each
The distribution situation of part.For example：City health organizations distribution, educational institution's distribution, distribution of tourism resources etc., also can Dynamic Display
Municipal administration, public security vehicle real-time positioning and video monitoring overlay area etc., city manager being capable of a mesh by these resources
Urban development present situation level running status is checked so.
Data storage service：The data obtained from unified interface service are after Data Analysis Services service by these realities
When data, historical data and statistical analysiss after data stored, facilitate data call and recycling.
Repository services：All Data Analysis Services are required for the knowledge support of each business relevant speciality.Repository services
The statistical analysiss ways and means of various functional areas, energy assistance platform specialization display data, there is provided city manager enters are provided
Row decision-making, support service.
Geographic information services：With reference to GIS (Geographic Information System, GIS-Geographic Information System) map
Displaying enables manager more preferably to understand city operations situation, makes city map gridding platform, divides municipal administration subregion, township
Town and Street Community etc., are accurately positioned position and the current operating conditions of each Service Source in city.Specifically show that process includes：
Map layer is cut into slices, each cell picture is cut into big picture again, can so efficiently reduce the loading figure number of plies
Amount, and the figure layer for loading is carried out into caching process (such as browser rs cache) using local cache mechanism, so also can be effective
Improve loading velocity, and effective process concurrent tasks and processs can be rendered, and can timely respond to process GIS and load and which
It asks service.
Combining geographic information shows mainly there are following several ways：
Real time data shows：Can be shown by corresponding quiet dynamic label placement is drawn in GIS map, for example traffic letter
Cease by the figure layer in GIS map road figure layer drafting different colours to represent current road conditions, manager intuitively can find out currently
Which road congestion of moment will be blocked, and can be relieved traffic congestion by combined dispatching, solve or avoid the blocking of urban road
Problem.
The each component distribution situation in city is drawn：Urban resource is visually plotted in gridding map according to given longitude and latitude
On, different parts are distinguished by different shape, figure, color, also can be by the mode display member such as dynamic, warning, highlighted
Running status.
Regional network format form displaying：The data display of GIS map is simultaneously dependent, can be shown according to gridding region
The displaying of associated data between the statistical data of zones of different or different departments.
Particularly serious event shows：When there is particularly serious event, event is accurately positioned on map point occurs, manager can
Event development trend is checked by public security day net engineering video monitoring resource in time by display platform, commander's work is scheduled
Make.
Data visualization is serviced：Data are after arranging, counting, analyze with different pieces of information model display.For example：Pie
Figure, block diagram, trendgram, instrumental panel, migrate figure and thermodynamic chart etc..These data models can be showed more visual pattern
Manager.Data model can carry out brill, lower brill and linkage and show, for example：Data statisticss model can according to year displaying,
When user's selection is annual, data sheet can be descended to bore and show this year statistical data, and display is bored under data when user selects monthly should
Month daily data statisticss.
Thematic map is serviced：Can also the data of each business department be carried out with the thematic map that business classification makes various dimensions, these
Thematic map can carry out special data summarization and show to operational certain dimension.Manager fully unscrambling data can be worth,
For example：Medical modules thematic map has the thematic map by medical patient's dimension, shows that patient numbers are related in recent years on the thematic map
Data, Emergency call person-time, be in hospital person-time, patient disease distribution etc. data.
Sharpness screen shows：When data display is carried out, it is not distributed across on different displaying terminals, but it is organic
Be fused together, using high-resolution mosaic screen overview display, such city manager is when the particularly serious event in city is tackled
Comprehensive management and control, combined dispatching can be carried out, also can be to each part in open-and-shut management and control city and city operations situation.
Furthermore, it is contemplated that the convenience operated under ultrahigh resolution, can arrange an operation terminal to operate whole display screen,
Big smaller screen linkage can be carried out with large-size screen monitors by terminal operation screen to show.
During above-mentioned displaying, can the component such as GIS map component, video playback component and visualization component, if directly
Connect these components are integrated with B/S framework and show on a web browser, it may appear that the not good problem of display effect, because browser is solid
Some internal memories are limited, show and so certainly will have bottleneck using collection more, in this regard, in the present embodiment in limited resource
In, as shown in figure 4, can be by CS frameworks client nesting BS come display data, such platform displaying will use Installed System Memory
Browser internal memory will not be used, so as to avoid the problems such as causing bandwagon effect not good because of browser low memory.
Additionally, in the present embodiment, a background support platform can be also set, as shown in figure 5, background support platform is included connecing
Mouth service platform, basic data management platform and knowledge base platform.Wherein, interface service platform is mainly responsible for whole platform
The data-interface of docking and Data Analysis Services work；Platform is mainly responsible for platform base data management, shows ginseng
Several configuration, system security management and other management functions；Knowledge base platform is responsible for collecting associated traffic data knowledge, is data
Analysis and decision support do support works, should to different resolution, different demands when can be carried out by background support platform
The functions such as parameter, the assembling of module, the configuration of interface service are meeting demand.
Specifically, as shown in fig. 6, the equipment for supporting each function of the system in above-described embodiment to implement includes：
1st, the high performance graphicses work station of ultrahigh resolution display systems can be supported.
2nd, the application server and database server cluster of high-resolution display systems are supported.
3rd, client application system and terminal operation instrument.
4th, the systme supporting platform such as interface service platform, knowledge base platform, back-stage management platform (not shown in Fig. 6).
5th, data collection station and Data Analysis Services platform.
In the above-described embodiments, by carrying out collecting, counting, analyze each FIELD Data, and by visualization engine, knot
Close each operation system data unification during smart city is managed by geographic information services to be illustrated on ultrahigh resolution mosaic screen, for city
City manager carries out comprehensive managing.
Technical scheme is described in detail above in association with accompanying drawing, technical scheme proposes a kind of new
The data of subsystems in smart city can be collected by big data Managed Solution and classification is processed, and which is opened up
Show so that city manager can intuitively get relevant information, being capable of effectively management and control urban construction achievement and running status.
The preferred embodiments of the present invention are the foregoing is only, the present invention is not limited to, for the skill of this area
For art personnel, the present invention can have various modifications and variations.It is all within the spirit and principles in the present invention, made any repair
Change, equivalent, improvement etc., should be included within the scope of the present invention.
Claims (14)
1. a kind of big data management method, it is characterised in that include：
Obtain the service data of the subsystems in smart city；
The service data of the subsystems to getting carries out classification process, to obtain sorted data；
When the displaying instruction to the target data in the sorted data is received, the target data is opened up
Show.
2. big data management method according to claim 1, it is characterised in that the step is shown by target data
Suddenly, specifically include：
The electronic chart that acquisition is associated with the target data；
Show the electronic chart, and the generation position of the target data and/or the mesh are marked on the electronic chart
Status information represented by mark data.
3. big data management method according to claim 2, it is characterised in that the acquisition is related to the target data
The step of electronic chart of connection, specifically include：
Slicing treatment is carried out to the electronic chart of the smart city, with the electronic chart after being cut into slices；
Electronic chart after the section is loaded and cached；
The electronic chart being associated with the target data is obtained from the electronic chart after the section.
4. big data management method according to claim 1, it is characterised in that the step is shown by target data
Suddenly, specifically include：
The target data is shown using data model figure；
Wherein, the data model figure includes following arbitrary or multiple combination：
Cake chart, block diagram, trendgram, migrate figure, thermodynamic chart.
5. big data management method according to claim 1, it is characterised in that the step is shown by target data
Suddenly, specifically include：
The various dimensions thematic map of the target data is built, and the various dimensions thematic map is shown.
6. big data management method according to any one of claim 1 to 5, it is characterised in that described to the target
The step of data are shown, specifically includes：
The target data is shown based on CS frameworks.
7. big data management method according to any one of claim 1 to 5, it is characterised in that the acquisition wisdom city
The step of service data of the subsystems in city, specifically include：
The service data of the subsystems is gathered by predetermined way；
Wherein, the predetermined way includes the following combination of one or more：
The Internet, Internet of Things, the data-interface for docking the subsystems.
8. a kind of big data management system, it is characterised in that include：
First acquisition unit, for obtaining the service data of the subsystems in smart city；
Processing unit, the service data for the subsystems to getting carry out classification process, after being classified
Data；
Display unit, for when the displaying instruction to the target data in the sorted data is received, to the mesh
Mark data are shown.
9. big data management system according to claim 8, it is characterised in that the display unit includes：
Second acquisition unit, for obtaining the electronic chart being associated with the target data；
Display unit, for showing the electronic chart, and marks the generation position of the target data on the electronic chart
Put and/or the target data represented by status information.
10. big data management system according to claim 9, it is characterised in that the second acquisition unit specifically for：
Slicing treatment is carried out to the electronic chart of the smart city, with the electronic chart after being cut into slices；
Electronic chart after the section is loaded and cached；
The electronic chart being associated with the target data is obtained from the electronic chart after the section.
11. big data management systems according to claim 8, it is characterised in that the display unit specifically for：
The target data is shown using data model figure；
Wherein, the data model figure includes following arbitrary or multiple combination：
Cake chart, block diagram, trendgram, migrate figure, thermodynamic chart.
12. big data management systems according to claim 8, it is characterised in that the display unit specifically for：
The various dimensions thematic map of the target data is built, and the various dimensions thematic map is shown.
The 13. big data management systems according to any one of claim 8 to 12, it is characterised in that the display unit
Specifically for：
The target data is shown based on CS frameworks.
The 14. big data management systems according to any one of claim 8 to 12, it is characterised in that described first obtains
Unit specifically for：
The service data of the subsystems is gathered by predetermined way；
Wherein, the predetermined way includes the following combination of one or more：
The Internet, Internet of Things, the data-interface for docking the subsystems.
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