CN107026915A - A kind of cloud business intelligence system - Google Patents
A kind of cloud business intelligence system Download PDFInfo
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- CN107026915A CN107026915A CN201710397021.5A CN201710397021A CN107026915A CN 107026915 A CN107026915 A CN 107026915A CN 201710397021 A CN201710397021 A CN 201710397021A CN 107026915 A CN107026915 A CN 107026915A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/252—Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/254—Extract, transform and load [ETL] procedures, e.g. ETL data flows in data warehouses
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/26—Visual data mining; Browsing structured data
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/27—Replication, distribution or synchronisation of data between databases or within a distributed database system; Distributed database system architectures therefor
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/22—Arrangements for detecting or preventing errors in the information received using redundant apparatus to increase reliability
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
- H04L63/0876—Network architectures or network communication protocols for network security for authentication of entities based on the identity of the terminal or configuration, e.g. MAC address, hardware or software configuration or device fingerprint
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
- H04L67/025—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP] for remote control or remote monitoring of applications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/55—Push-based network services
Abstract
The invention discloses a kind of cloud business intelligence system, including Service Process Server and data processing server；Wherein described Service Process Server includes web service module, logical services processing module, commercial intelligence service module, database and memory management module；The data processing server includes backup disaster tolerance module, front end Access Management, time synchronized management module, data acquisition module, data-mining module, member management module.The cloud business intelligence system that the present invention is provided, it is adaptable to commercial activity that various retailing shops, business surpass, business data analysis；Based on high in the clouds, user can in real time, easily access system, check all kinds of statistics and data analytical statement；Based on distributed, modularized design, can with multi-service, multilogic business data is acquired, handle with analyzing；In addition, due to using multi-service logical architecture, without repeatedly modification service logic be can be achieved function, the extension of system with it is integrated, realize the parallel processing of the Parallel Implementation and various commercial data of systemic-function, the extra load pressure of server is avoided, it is seamless to realize system business logical separation.
Description
Technical field
The present invention relates to Business intelligence field, particularly a kind of cloud business intelligence system.
Background technology
The foundation key of business intelligence (Business Intelligence, abbreviation BI) system is from not from many
Extracting data with organizational operation system goes out useful data and cleared up, and to ensure the correctness of data, then passes through
Extract (Extraction), conversion (Transformation) and load (Load), i.e. ETL processes, be merged into one
In the data warehouse of enterprise-level, so as to obtain a global view of business data, on this basis using suitable inquiry and
Analysis tool, Data Mining Tools, on-line analytical processing（On-Line Analytical Processing, abbreviation OLAP）Work
Tool etc. is analyzed it and handled, and now information is changed into the knowledge of aid decision, and knowledge finally is presented into manager, is
Manager's decision process provides support.
As BI important step, traditional operation flow be mostly from bottom to top set up logic, generally require repeatedly
Operation flow is changed, the requirement of all kinds of clients can be met.The implementation pattern of integration, has not only aggravated the burden of system,
Also can not flexible integrated different attribute business data source, be unfavorable for the extension of system.
Secondly traditional business intelligence system only focuses on the distribution of keeper and user right role, ignores whole system
The concern of this role of integrator in extension process, even and if have this role, be also equivalent to one diode reason
The role of member, it is impossible to piece-rate system service logic.
Furthermore traditional localization deployment can not meet the fast-developing demand in internet, mobile, facilitation conduct
The mainstream demand of internet has obtained the concern of increasing people, therefore how to design and a set of can be deployed in local and energy
The system run beyond the clouds, it appears particularly significant.
The content of the invention
In consideration of it, the invention provides a kind of cloud business intelligence system, can effectively solve the above problems.
The technical scheme that the present invention is provided is as follows：
A kind of cloud business intelligence system that the present invention is provided, mainly includes Service Process Server and data processing server；
Wherein described Service Process Server comprising web service module, logical services processing module, commercial intelligence service module,
Database and memory management module；
The Web service module, comprising user login management submodule, remote management of CPE submodule, focus management submodule,
Data display submodule.
The Web service module is mainly used in showing and providing to user logging in management service, and management shows and matched somebody with somebody
Put data acquisition equipment（Including but not limited to camera apparatus）；Focus manage with data display can intuitively, it is vivid for
The interest thermodynamic chart of family displaying commercial statistics, analyze data, and customer group.
The logical services processing module, includes purview certification submodule, function request submodule, network address translation
Module, access-in management submodule, cryptography management submodule；
The logical services processing module, its main function is：The authority recognition of purview certification submodule completion accessing user,
Certification；Function asks all kinds of requests that submodule is sent as connection tie processing user；Network address translation submodule is used for
The network address and geographical position of analysis request person, parsing are distributed in the headend equipment of different geographical and realize virtual network chain
The authentication on road；Access-in management submodule is used for managing accessed user role and distributes web services link；Cryptography pipe
Reason submodule realizes the access checking and the authentication of terminal user of headend equipment, including data flow based on Cryptography Principles
Security protection and verification；
Wherein function request submodule can be by service logic multi-tasking, it is to avoid service logic knot from bottom to top
Structure, using parallelization tupe, can not only realize the extension of service logic, also allow for system extension.
The commercial intelligence service module, includes payment management submodule, Report Server Management submodule, hotspot graph management submodule
Block, mining analysis submodule, expert system module；
Described its main function of commercial intelligence service module is：Payment management submodule, is responsible for customer charge, the right to use
Limit and time etc.；Report Server Management submodule is responsible for carrying out statistics, the data of analysis multidimensional displaying, including lateral comparison displaying,
Longitudinal comparison is shown, is shown with the different forms of expression；Various commercial data of the mining analysis submodule to front-end collection
Analyzed and extracted, on the one hand compare displaying for the Report Server Management submodule, on the other hand analyzed for expert system module,
Generate business report；Expert system module is using big data analysis, treatment technology, based on self study analysis engine CLIPS（C
Language Integrated Production System）, generate the business report of system.
The database and memory management module its main function are：Produced by the processing server of distributed storage high in the clouds
Other data files such as public key data, journal file, focus diagram data, report data, user account.
The data processing server comprising backup disaster tolerance module, front end Access Management, time synchronized management module,
Data acquisition module, data-mining module, member management module；
Its main function of the data processing server is：Front end Access Management, is responsible for the access-in management of headend equipment,
Including equipment such as video camera, sensors, or be responsible for the integrated access of third-party acquisition system etc.；Time synchronized management module
Realize system and all headend equipments, the synchronization of network traffic hours, it is to avoid data delay and data difference；Data acquisition
Module gathers various commercial data by front end Access Management, and is stored；Data-mining module can be to collection
Data carry out preliminary excavation, de-redundant, avoid excessive junk data to Installed System Memory and the interference of load；Member management mould
Block is more concerned with the function that StoreFront is embodied relative to front end access device and system, can be real-time by member management module
Positioning, collection StoreFront in shopping customer group information, can be analyzed in real time by mining analysis submodule, pushes customer feel it is emerging
The product information of interest；Backup disaster tolerance module ensure that the security of data, and being broken down even if server end can also be quick
Recover data, it is ensured that the normal operation of system.
The beneficial effects of the present invention are：The cloud business intelligence system that the present invention is provided, it is adaptable to various retailing shops,
Commercial activity that business surpasses, business data analysis；Based on high in the clouds, user can in real time, easily access system, check all kinds of statistics
Data and data analytical statement；Based on distributed, modularized design, can with multi-service, multilogic business data is adopted
Collection, processing and analysis；In addition, due to using multi-service logical architecture, work(can be achieved without changing service logic repeatedly
Can, the extension of system with it is integrated, realize the parallel processing of the Parallel Implementation and various commercial data of systemic-function, it is to avoid take
The extra load pressure of business device, it is seamless to realize system business logical separation.
Brief description of the drawings
, below will be to embodiment in order to illustrate more clearly of patent Example of the present invention or technical scheme of the prior art
Or the accompanying drawing used in description of the prior art is briefly described, it should be apparent that, drawings in the following description are only this
Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, can be with
Other accompanying drawings are obtained according to these accompanying drawings.
Fig. 1 is structural representation of the invention.
Fig. 2 is service logic schematic flow sheet of the invention.
Embodiment
Illustrate embodiments of the present invention below by way of specific instantiation, those skilled in the art can be by this specification
Disclosed content understands other advantages and effect of the present invention easily, and the present invention can also pass through specific realities different in addition
The mode of applying is embodied or practiced, the various details in this specification can also based on different viewpoints with application, without departing from
Various modifications or alterations are carried out under the spirit of the present invention.
It should be noted that the diagram provided in the present embodiment only illustrates the basic conception of the present invention in a schematic way,
The component relevant with the present invention is only shown in schematic diagram, its assembly layout kenel may also be increasingly complex during its actual implementation.
According to Fig. 1, a kind of cloud business intelligence system of the invention mainly includes Service Process Server 1 and data
Processing server 2；
Wherein described Service Process Server 1 includes web service module 3, logical services processing module 4, commercial intelligence service mould
Block 5, database and memory management module 6.
The Web service module 3, includes user login management submodule 7, remote management of CPE submodule 8, focus management
Submodule 9, data display submodule 10；
The Web service module 3 is mainly used in showing and providing to user logging in management service, and management displaying and configuration number
According to collecting device（Including but not limited to camera apparatus）；Focus manage with data display can intuitively, it is vivid for user's exhibition
Show the interest thermodynamic chart of commercial statistics, analyze data, and customer group；
Preferably described Web service module 3 can be based on to the inspection of the behavior of customer group, trajectory analysis and mean residence time
Survey, be superimposed in real time on picture, render thermodynamic chart information, realize video pictures, interest-degree, the multidimensional unification in behavior path.
The logical services processing module 4, includes purview certification submodule 11, function request submodule 12, the network address
Analyzing sub-module 13, access-in management submodule 14, cryptography management submodule 15；
The logical services processing module 4, its main function is：The authority that purview certification submodule 11 completes accessing user is known
Not, certification；Function asks all kinds of requests that submodule 12 is sent as connection tie processing user；Network address translation submodule
13 are distributed in the headend equipment of different geographical for the network address of analysis request person and geographical position, parsing and realize virtual
The authentication of network link；Access-in management submodule 14 is used for managing accessed user role and distributes web services link；
Cryptography manages the access checking and the authentication of terminal user that submodule 15 realizes headend equipment based on Cryptography Principles,
Security protection and verification including data flow；
Wherein function request submodule 12 can be by service logic multi-tasking, it is to avoid service logic knot from bottom to top
Structure, using parallelization tupe, can not only realize the extension of service logic, also allow for system extension.
The commercial intelligence service module 5, includes payment management submodule 16, Report Server Management submodule 17, hotspot graph pipe
Manage submodule 18, mining analysis submodule 19, expert system module 20；
Described its main function of commercial intelligence service module 5 is：Payment management submodule 16, when responsible user reuses system
Expense, access right and time etc.；Report Server Management submodule 17 is responsible for carrying out multidimensional displaying, bag to statistics, the data of analysis
Lateral comparison displaying, longitudinal comparison displaying are included, is shown with the different forms of expression；Mining analysis submodule 19 is adopted to front end
The various commercial data of collection are analyzed and extracted, and on the one hand compare displaying for the Report Server Management submodule 17, on the other hand
Analyzed for expert system module 20, generate business report；Expert system module 20 is based on using big data analysis, treatment technology
Self study analysis engine CLIPS（C Language Integrated Production System）, generate the business report of system
Accuse.
The database and memory management module 6 its main function are：Distributed storage high in the clouds processing server is produced
Other data files such as raw public key data, journal file, focus diagram data, report data, user account.
The data processing server 2 includes backup disaster tolerance module 21, front end Access Management 22, time synchronized management
Module 23, data acquisition module 24, data-mining module 25, member management module 26；
Described its main function of data processing server 2 is：Front end Access Management 22, is responsible for the access tube of headend equipment
Reason, including the equipment such as video camera, sensor, or be responsible for the integrated access of third-party acquisition system etc.；Time synchronized is managed
Module 23 realizes system and all headend equipments, the synchronization of network traffic hours, it is to avoid data delay and data difference；Number
Various commercial data are gathered by front end Access Management 22 according to acquisition module 24, and stored；Data-mining module 25
The data of collection can be carried out with preliminary excavation, de-redundant, avoid excessive junk data from doing Installed System Memory and load
Disturb；Member management module 26 is more concerned with the function that StoreFront is embodied, managed by member relative to front end access device and system
Reason module 26 can position, gather the customer group information of shopping in StoreFront in real time, can be real by mining analysis submodule 19
When analysis, push customer's product information interested；Backup disaster tolerance module 21 ensure that the security of data, even if server end
Data can also quickly be recovered by breaking down, it is ensured that the normal operation of system.
A kind of cloud business intelligence system of the present invention, service logic flow when it runs is as shown in Fig. 2 specific stream
Journey is as follows：
【Step S101】：Start；
【Step S102】：System login；
【Step S103】：Identity authority authentication management；
This step is mainly used in confirming the identity of login personnel, and such as keeper, user, integrator, different identity are corresponded to not
Same authority；
【Step S104】Function request management；
【Step S105】Obtain form/acquisition shops/acquisition report；
Asked according to step S104 function, respectively correspondingly obtain form or obtain shops or obtain report；
【Step S106】Obtain data
According to step S105 selection, corresponding data is obtained；
【Step S107】The processing of logical services processing module；
【Step S108】Commercial intelligence service resume module；
【Step S109】System front end is shown
This step is mainly the information after system is handled, and is intuitively shown in front end；
【Step S110】Exit/terminate.
The above-described embodiments merely illustrate the principles and effects of the present invention, any ripe not for the limitation present invention
Know the personage of this technology all can carry out modifications and changes under the spirit and scope without prejudice to the present invention to above-described embodiment, because
This, those of ordinary skill in the art is complete without departing from disclosed spirit and institute under technological thought such as
Into all equivalent modifications or change, should by the present invention claim be covered.
Claims (4)
1. a kind of cloud business intelligence system, is primarily characterized in that：Including Service Process Server and data processing server；
Wherein described Service Process Server comprising web service module, logical services processing module, commercial intelligence service module,
Database and memory management module；
The data processing server includes backup disaster tolerance module, front end Access Management, time synchronized management module, data
Acquisition module, data-mining module, member management module.
2. a kind of cloud business intelligence system according to claim 1, is primarily characterized in that：
The Web service module, comprising user login management submodule, remote management of CPE submodule, focus management submodule,
Data display submodule；
The logical services processing module, includes purview certification submodule, function request submodule, network address translation submodule
Block, access-in management submodule, cryptography management submodule；
The commercial intelligence service module, comprising payment management submodule, Report Server Management submodule, hotspot graph management submodule,
Mining analysis submodule, expert system module；
The database and memory management module its main function are：Public affairs produced by the processing server of distributed storage high in the clouds
Other data files such as key data, journal file, focus diagram data, report data, user account.
3. a kind of cloud business intelligence system according to claim 2, is primarily characterized in that：The function asks submodule
Service logic multi-tasking, using parallelization tupe, can not only be realized the extension of service logic, also allow for be
System extension.
4. a kind of cloud business intelligence system according to claim 1, is primarily characterized in that：The Web service module can
Based on being detected to the behavior of customer group, trajectory analysis and mean residence time, to be superimposed in real time on picture, render thermodynamic chart
Information, realizes video pictures, interest-degree, the multidimensional unification in behavior path.
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| CN201710397021.5A CN107026915A (en) | 2017-05-31 | 2017-05-31 | A kind of cloud business intelligence system |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107819876A (en) * | 2017-11-27 | 2018-03-20 | 北京旷视科技有限公司 | A kind of data processing method and system based on cloud platform |
| CN109447500A (en) * | 2018-11-09 | 2019-03-08 | 上海正宏厨房设备有限公司 | A kind of energy-saving stove comercial operation modular system |
| CN110322088A (en) * | 2018-03-30 | 2019-10-11 | 江苏融成嘉益信息科技有限公司 | A kind of new retail terminal business analysis model library realizing method |
-
2017
- 2017-05-31 CN CN201710397021.5A patent/CN107026915A/en active Pending
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107819876A (en) * | 2017-11-27 | 2018-03-20 | 北京旷视科技有限公司 | A kind of data processing method and system based on cloud platform |
| CN110322088A (en) * | 2018-03-30 | 2019-10-11 | 江苏融成嘉益信息科技有限公司 | A kind of new retail terminal business analysis model library realizing method |
| CN109447500A (en) * | 2018-11-09 | 2019-03-08 | 上海正宏厨房设备有限公司 | A kind of energy-saving stove comercial operation modular system |
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