CN103078947A - Mass data exchange and transaction architecture system of internet of things - Google Patents
Mass data exchange and transaction architecture system of internet of things Download PDFInfo
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Abstract
The invention relates to a mass data exchange and transaction architecture system of the internet of things. The mass data exchange and transaction architecture system comprises a data storage layer, a data processing layer and a data exchange and transaction layer, wherein the data storage layer is used for receiving data transmitted by a data source and carrying out encryption and sorted storage on the data; the data processing layer is used for receiving the data sorted by the data storage layer, carrying out needed preprocessing and standard formatted conversion on the data and extracting the processed and converted data to obtain the format presentation or data set; and the data exchange and transaction layer is used for carrying out management services of issuing, inquiry, exchange and transaction on the format presentation or data set extracted by the data processing layer and storing the data generated in management. The mass data exchange and transaction architecture system has the advantages that the commercial value of the mass data of the internet of the things is improved, the data processing layer can present the corresponding mass data of the internet of things into the needed form, can carry out transaction inquiry and management on the data processed by the data processing layer, and the security and the reliability of the mass data of the internet of things can be ensured in the whole process.
Description
Technical field
The present invention relates to a kind of system configuration, especially a kind of Internet of Things mass data exchange transaction architecture system belongs to the technical field that the Internet of Things data are processed.
Background technology
Nowadays, use the various wisdom urban applications of technology of Internet of things, have a large amount of data to produce constantly.In the development process with the Internet of Things industry that is applied as traction, the magnitude of the mass data that produces is also from TB(Trillionbyte) sharply be increased to PB(PetaByte,) rank, in these mass datas, comprise the obscure information that much has very much commercial value, also existing a large amount of invalid informations simultaneously.
These use the obscure information with commercial value that produces from certain Internet of Things, by using after a series of data processing technique, will can be used for other certain industry field, and realize the secondary increment of data.Such as the magnanimity traffic flow data that produces in the Internet of Things intelligent transportation application, by resulting valuable information after a series of processing, can be used in the application of Internet of Things Intelligent logistics and realize more diversified service function.But in the process that these Internet of Things mass datas are changed, processed and move, comprise some sensitive datas or invalid data in these mass datas, can produce certain information security and the problem on the service trust, these problems will affect the increment of data.
Summary of the invention
The objective of the invention is to overcome the deficiencies in the prior art, a kind of Internet of Things mass data exchange transaction architecture system is provided, its compact conformation improves the validity of exchanges data transaction after treatment, and is safe and reliable.
According to technical scheme provided by the invention, described Internet of Things mass data exchange transaction architecture system comprises:
Data storage layer is used for the data that transmit in the receive data source, and with described data encryption classification storage;
Data analysis layer, sorted data of receive data accumulation layer, and described data are carried out the conversion of required preliminary treatment and standard format, and the data after described processing and the conversion are refined obtain required form and represent or data set;
The exchanges data transaction layer refines with data analysis layer that the form obtain represents or the management service of transaction is issued, inquires about and exchanged to data set, and the data that produce in the management are stored.
The mode of described data storage layer receive data source the transmission of data comprises IPV6 network, IPV4 network or wireless network.
Described data storage layer comprises data-privacy protection encrypting module; described data-privacy protection encrypting module is connected with Internet of Things mass data cloud storage subsystem; described Internet of Things mass data cloud storage subsystem is classified to the mass data of storage, with the data set that is applied.
Described data analysis layer comprises Internet of Things massive data processing and standardized format modular converter, described Internet of Things massive data processing and standardized format modular converter purify invalid data and the logic error data of removing in the data storage layer, and the data of needs are carried out standardized format conversion, and the transfer of data after will processing is to data set.
Described data analysis layer comprises Internet of Things massive data processing and standardized format modular converter, the output of described Internet of Things massive data processing and standardized format modular converter is connected with data scrubbing subsystem and data purification subsystem, the output of described data scrubbing subsystem and data purification subsystem all links to each other with data-privacy protection deciphering module, and the output of described data-privacy protection deciphering module describes with the Internet of Things mass data and representation module is connected; The data scrubbing subsystem carries out the cleaning of needs to the data of Internet of Things massive data processing and the transmission of standardized format modular converter; the data purification subsystem carries out required refinement to the data of Internet of Things massive data processing and the transmission of standardized format modular converter; data-privacy protection deciphering module is decrypted the data of data cleaning subsystem and the input of data purification subsystem, and the Internet of Things mass data is described and representation module protects the data of deciphering module transmission to be expressed as the formal output of form, figure or index data-privacy.
Described data scrubbing subsystem comprises Lian Lieshi cleaning module, single-column type cleaning module, setting data cleaning module and data scrubbing abnormality processing module.
Described data purification subsystem comprises association analysis module, cluster analysis module, evolution analysis module, special cohort analysis module and data purification abnormality processing module.
Described data analysis layer comprises Internet of Things massive data processing and standardized format modular converter, described Internet of Things massive data processing and standardized format modular converter purify invalid data and the logic error data of removing in the data storage layer, and the data of needs are carried out standardized format conversion; The output of Internet of Things massive data processing and standardized format modular converter is connected with data-privacy protection deciphering module, and the output of data-privacy protection deciphering module describes with the Internet of Things mass data and representation module is connected.
Described exchanges data transaction layer comprises WEB Self-Service module, security authentication module, capital settlement module, exchange transaction engine and trading information data storehouse.
Advantage of the present invention: the Internet of Things data source produces the Internet of Things mass data, data storage layer is encrypted the Internet of Things mass data and the storage classification, data analysis layer can carry out the Internet of Things mass data preliminary treatment and format conversion, and can clear up and refining data, obtain the commercial value of Internet of Things mass data with raising, data analysis layer can be expressed as corresponding Internet of Things mass data the form that needs, data after the exchanges data transaction layer can be processed the data processing layer are carried out Transaction Inquiries and management, and related data stored, can guarantee the security reliability of Internet of Things mass data in the whole process.
Description of drawings
Fig. 1 is structured flowchart of the present invention.
Description of reference numerals: 1-data source; the 2-data storage layer; the 3-data analysis layer; 4-exchanges data transaction layer; 5-data-privacy protection encrypting module; 6-Internet of Things mass data cloud storage subsystem; the 7-application data set; 8-Internet of Things massive data processing and standardized format modular converter; 9-data scrubbing subsystem; 10-Lian Lieshi clears up module; 11-single-column type cleaning module; 12-setting data cleaning module; 13-data scrubbing abnormality processing module; 14-data purification subsystem; 15-association analysis module; 16-cluster analysis module; 17-evolution analysis module; the special cohort analysis module of 18-; 19-data purification abnormality processing module; 20-data-privacy protection deciphering module; 21-Internet of Things mass data is described and representation module; the 22-data set; 23-WEB Self-Service module; the 24-security authentication module; 25-capital settlement module; 26-exchange transaction engine and 27-trading information data storehouse.
Embodiment
The invention will be further described below in conjunction with concrete drawings and Examples.
As shown in Figure 1: trust and the increment problem for the safety that solves existing Internet of Things mass data, the present invention includes data storage layer 2, be used for the data of receive data source 1 transmission, and with described data encryption classification storage;
Data analysis layer 3, receive data accumulation layer 2 sorted data, and described data are carried out the conversion of required preliminary treatment and standard format, and the data after described processing and the conversion are refined obtain that required form represents or data set 22;
Exchanges data transaction layer 4 refines with data analysis layer 3 that the form that obtains represents or the management service of transaction is issued, inquires about and exchanged to data set 22, and the data that produce in the management are stored.
Wherein, data source 1 produces the Internet of Things mass data, and the Data Source of described data source 1 comprises transducer, database, intelligent mobile terminal and the Internet etc.The data message that these Data Sources produce, it can be the real-time stream that generates from data terminal, it also can be the database file that converges rear generation by user's oneself application system, no matter be real-time stream or database file, can be transferred in the data storage layer 2 in the architecture system by multiple network modes such as Ipv6, Ipv4 or wireless networks.
Described data storage layer 2 comprises data-privacy protection encrypting module 5; described data-privacy protection encrypting module 5 is connected with Internet of Things mass data cloud storage subsystem 6; the mass data of 6 pairs of storages of described Internet of Things mass data cloud storage subsystem is classified, with the data set 7 that is applied.After data storage layer 2 receives Internet of Things magnanimity information data; at first 5 pairs of data of usage data secret protection encrypting module are carried out full homomorphic cryptography; make the Internet of Things mass data can be in the storage of whole data and processing procedure of system; can both guarantee data-privacy, avoid the distrust problem of data security.Enter in the Internet of Things mass data cloud storage subsystem 6 by the Internet of Things mass data after encrypting, described Internet of Things mass data cloud storage subsystem 6 can realize high speed storing and the read functions of the above data file of single 100G in the Internet of Things mass data and data file below the single 1M; Described Internet of Things mass data cloud storage subsystem 6 can utilize existing storage system framework to realize.The Internet of Things mass data leaves respectively the data centralization that different Internet of Things are used in after entering Internet of Things mass data cloud storage subsystem 2, for the convenient management of mass data, data set also can be subdivided into the subdata collection more in addition.
Described data analysis layer 3 comprises Internet of Things massive data processing and standardized format modular converter 8, the output of described Internet of Things massive data processing and standardized format modular converter 8 is connected with data scrubbing subsystem 9 and data purification subsystem 14, the output of described data scrubbing subsystem 9 and data purification subsystem 14 all links to each other with data-privacy protection deciphering module 20, and the output of described data-privacy protection deciphering module 20 describes with the Internet of Things mass data and representation module 21 is connected; The data of 9 pairs of Internet of Things massive data processings of data scrubbing subsystem and 8 transmission of standardized format modular converter are carried out the cleaning of needs; the data of 14 pairs of Internet of Things massive data processings of data purification subsystem and 8 transmission of standardized format modular converter are carried out required refinement; the data of 20 pairs of data cleaning subsystems 9 of data-privacy protection deciphering module and 14 inputs of data purification subsystem are decrypted, and the Internet of Things mass data is described and representation module 21 protects the data of deciphering module 20 transmission to be expressed as the formal output of form, figure or index data-privacy.
Wherein, Internet of Things massive data processing and standardized format modular converter 8 in the described data analysis layer 3 can directly be connected with data set 22; or Internet of Things massive data processing and standardized format modular converter 8 directly be connected with data-privacy protection deciphering module 20, and data-privacy protects deciphering module 20 to be connected with the description of Internet of Things mass data and representation module 21.
Described data scrubbing subsystem 9 comprises Lian Lieshi cleaning module 10, single-column type cleaning module 11, setting data cleaning module 12 and data scrubbing abnormality processing module 13.Described data purification subsystem 14 comprises association analysis module 15, cluster analysis module 16, evolution analysis module 17, special cohort analysis module 18 and data purification abnormality processing module 19.
The mass data of each application data sets is after entering data analysis layer 3 in the data storage layer 2, the Internet of Things mass data purifies and a large amount of invalid datas, the logic error data of 8 pairs of existence of standardized format modular converter purify, and the data that are difficult for carrying out the special format that data analysis processes are carried out standardized format conversion.
Internet of Things mass data through after data purification and the standardized format conversion can enter data scrubbing subsystem 9 and data purification subsystem 14, to obtain different data processed result.The user who comprises in 9 pairs of mass datas of data scrubbing subsystem is reluctant that the sensitive information item of externally sharing effectively clears up, wherein single-column type cleaning module 11 is responsible for the cleaning of data centralization individual event sensitive information, Lian Lieshi cleaning module 10 is responsible for the multinomial cleaning with sensitive information of internal logic relation of data centralization, setting data cleaning module is responsible for the cleaning of 12 data centralization destructuring sensitive datas, and data scrubbing abnormality processing module 13 is responsible for the processing behind the abnormal in the data scrubbing process.14 pairs of Internet of Things mass datas of data purification subsystem are carried out association analysis, cluster analysis, evolution analysis and the special cohort analysis of data, and find out the inherent law between the mass data, finally pool the data set with commercial value.Data set by data scrubbing subsystem 9 also can carry out the refinement of data commercial value by data purification subsystem 14 again.In the embodiment of the invention, association analysis module 15 adopts existing association analysis method commonly used in the data scrubbing subsystem 14, cluster analysis module 16 adopts clustering method commonly used, evolution analysis module 17 adopts existing evolution analysis method, special cohort analysis module 18 adopts existing analytical method commonly used, data scrubbing abnormality processing module 13 and data purification abnormality processing module 19 are processed according to preseting the abnormality processing mode, guarantee continuity and stability to Internet of Things mass data processing process.
The Internet of Things mass data by the processing of data purification and standardized format modular converter, data scrubbing subsystem 9 and data purification subsystem 14 after formed encrypted data set; except directly carrying out exchanges data and the transaction between the Internet of Things application; can also protect deciphering module 20 to carry out the deciphering of data set by data-privacy; form figure, form and the technical indicator etc. that are more readily understood by the description of Internet of Things mass data and representation module 21 again, and these also will become a kind of mode of Internet of Things mass data exchange transaction.
Described exchanges data transaction layer 4 comprises WEB Self-Service module 23, security authentication module 24, capital settlement module 25, exchange transaction engine 26 and trading information data storehouse 27.The Internet of Things mass data obtains the results such as figure, form, index and data set after processing by data analysis layer 3, can enter exchanges data transaction layer 4 and carry out business-like exchange transaction.The WEB Self-Service module 23 of exchanges data transaction layer 4 mainly provides the guide service functions such as user's request issue and the inquiry of exchange Transaction Information, WEB Self-Service module 23 will utilize security authentication module 24 to carry out access and the function such as exchange transaction etc. of user security, utilize capital settlement module 25 to exchange the capital management of transaction.Exchange transaction engine 26 mainly provides exchange transaction to bring together, entrust and conclude the business and the function such as complete a business transaction.All related datas in the 27 save data exchanges in the trading information data storehouse process of exchange.The modes such as the whole operation principle of exchanges data transaction layer 4 and method of work all can adopt and existingly search, safety certification, capital settlement and management.
Data source 1 of the present invention produces the Internet of Things mass data, data storage layer 2 is encrypted the Internet of Things mass data and the storage classification, data analysis layer 3 can carry out the Internet of Things mass data preliminary treatment and format conversion, and can clear up and refining data, obtain the commercial value of Internet of Things mass data with raising, data analysis layer 3 can be expressed as corresponding Internet of Things mass data the form that needs, data after exchanges data transaction layer 4 can be processed data processing layer 3 are carried out Transaction Inquiries and management, and related data stored, can guarantee the security reliability of Internet of Things mass data in the whole process.
Claims (9)
1. an Internet of Things mass data exchange transaction architecture system is characterized in that, comprising:
Data storage layer (2) is used for the data that transmit in receive data source (1), and with described data encryption classification storage;
Data analysis layer (3), the sorted data of receive data accumulation layer (2), and described data are carried out the conversion of required preliminary treatment and standard format, and the data after described processing and the conversion are refined obtain that required form represents or data set (22);
Exchanges data transaction layer (4) refines with data analysis layer (3) that the form obtain represents or the management service of transaction is issued, inquires about and exchanged to data set (22), and the data that produce in the management are stored.
2. Internet of Things mass data according to claim 1 exchanges the transaction architecture system, and it is characterized in that: the mode of described data storage layer (2) receive data source (1) the transmission of data comprises IPV6 network, IPV4 network or wireless network.
3. Internet of Things mass data according to claim 1 exchanges the transaction architecture system; it is characterized in that: described data storage layer (2) comprises data-privacy protection encrypting module (5); described data-privacy protection encrypting module (5) is connected with Internet of Things mass data cloud storage subsystem (6); described Internet of Things mass data cloud storage subsystem (6) is classified to the mass data of storage, with the data set that is applied (7).
4. Internet of Things mass data according to claim 1 exchanges the transaction architecture system, it is characterized in that: described data analysis layer (3) comprises Internet of Things massive data processing and standardized format modular converter (8), described Internet of Things massive data processing and standardized format modular converter (8) purify invalid data and the logic error data of removing in the data storage layer (2), and the data of needs are carried out standardized format conversion, and the transfer of data after will processing is to data set (22).
5. Internet of Things mass data according to claim 1 exchanges the transaction architecture system, it is characterized in that: described data analysis layer (3) comprises Internet of Things massive data processing and standardized format modular converter (8), the output of described Internet of Things massive data processing and standardized format modular converter (8) is connected with data scrubbing subsystem (9) and data purification subsystem (14), the output of described data scrubbing subsystem (9) and data purification subsystem (14) all links to each other with data-privacy protection deciphering module (20), and the output of described data-privacy protection deciphering module (20) describes with the Internet of Things mass data and representation module (21) is connected; Data scrubbing subsystem (9) carries out the cleaning of needs to the data of Internet of Things massive data processing and standardized format modular converter (8) transmission; data purification subsystem (14) carries out required refinement to the data of Internet of Things massive data processing and standardized format modular converter (8) transmission; data-privacy protection deciphering module (20) is decrypted the data of data cleaning subsystem (9) and data purification subsystem (14) input, and the Internet of Things mass data is described and representation module (21) protects the data of deciphering module (20) transmission to be expressed as form data-privacy; the formal output of figure or index.
6. Internet of Things mass data according to claim 5 exchanges the transaction architecture system, it is characterized in that: described data scrubbing subsystem (9) comprises Lian Lieshi cleaning module (10), single-column type cleaning module (11), setting data cleaning module (12) and data scrubbing abnormality processing module (13).
7. Internet of Things mass data according to claim 5 exchanges the transaction architecture system, and it is characterized in that: described data purification subsystem (14) comprises association analysis module (15), cluster analysis module (16), evolution analysis module (17), special cohort analysis module (18) and data purification abnormality processing module (19).
8. Internet of Things mass data according to claim 1 exchanges the transaction architecture system, it is characterized in that: described data analysis layer (3) comprises Internet of Things massive data processing and standardized format modular converter (8), described Internet of Things massive data processing and standardized format modular converter (8) purify invalid data and the logic error data of removing in the data storage layer (2), and the data of needs are carried out standardized format conversion; The output of Internet of Things massive data processing and standardized format modular converter (8) is connected with data-privacy protection deciphering module (20), and the output of data-privacy protection deciphering module (20) describes with the Internet of Things mass data and representation module (21) is connected.
9. Internet of Things mass data according to claim 1 exchanges the transaction architecture system, it is characterized in that: described exchanges data transaction layer (4) comprises WEB Self-Service module (23), security authentication module (24), capital settlement module (25), exchanges transaction engine (26) and trading information data storehouse (27).
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| CN103475472A (en) * | 2013-07-22 | 2013-12-25 | 浙江万里学院 | Method for NTRU-type fully-homomorphic encryption on LWE circle |
| CN104506352A (en) * | 2014-12-24 | 2015-04-08 | 福建江夏学院 | Internet-of-things data preprocessing method and system |
| CN106951913A (en) * | 2017-02-13 | 2017-07-14 | 上海优刻得信息科技有限公司 | The method for carrying out data exchange, cloud platform and system |
| CN112651032A (en) * | 2020-12-18 | 2021-04-13 | 火眸智媒(苏州)科技有限公司 | Internet of things mass data exchange transaction architecture system |
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| CN103475472A (en) * | 2013-07-22 | 2013-12-25 | 浙江万里学院 | Method for NTRU-type fully-homomorphic encryption on LWE circle |
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| CN104506352A (en) * | 2014-12-24 | 2015-04-08 | 福建江夏学院 | Internet-of-things data preprocessing method and system |
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| CN112651032A (en) * | 2020-12-18 | 2021-04-13 | 火眸智媒(苏州)科技有限公司 | Internet of things mass data exchange transaction architecture system |
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Effective date of registration: 20171013 Address after: 201600 room 108, building 4, No. 455, research Exhibition Road, Shanghai, Songjiang District, -85 Patentee after: Shanghai state core Internet of things Technology Co., Ltd. Address before: 214135 Jiangsu New District of Wuxi City Linghu Road No. 200 China Sensor Network International Innovation Park C building 4 floor Patentee before: Jiangsu Internet of Things Research & Develoment Co., Ltd. |