CN109067845A - A kind of Internet of Things management platform for intelligent socket big data - Google Patents
A kind of Internet of Things management platform for intelligent socket big data Download PDFInfo
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- CN109067845A CN109067845A CN201810750276.XA CN201810750276A CN109067845A CN 109067845 A CN109067845 A CN 109067845A CN 201810750276 A CN201810750276 A CN 201810750276A CN 109067845 A CN109067845 A CN 109067845A
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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
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
- H04L67/125—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks involving control of end-device applications over a network
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/04—Processing captured monitoring data, e.g. for logfile generation
- H04L43/045—Processing captured monitoring data, e.g. for logfile generation for graphical visualisation of monitoring data
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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
- H04L63/04—Network architectures or network communication protocols for network security for providing a confidential data exchange among entities communicating through data packet networks
- H04L63/0428—Network architectures or network communication protocols for network security for providing a confidential data exchange among entities communicating through data packet networks wherein the data content is protected, e.g. by encrypting or encapsulating the payload
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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
- H04L63/16—Implementing security features at a particular protocol layer
- H04L63/166—Implementing security features at a particular protocol layer at the transport layer
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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
- H04L67/02—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
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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
- H04L67/1097—Protocols in which an application is distributed across nodes in the network for distributed storage of data in networks, e.g. transport arrangements for network file system [NFS], storage area networks [SAN] or network attached storage [NAS]
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Abstract
The invention discloses a kind of Internet of Things for intelligent socket big data to manage platform, comprising: multiple intelligent sockets and the Internet of Things cloud that Internet of Things is constituted with multiple intelligent sockets.The present invention supports the access of magnanimity socket by construction Internet of Things cloud, and provides the support of a variety of safe Internet of Things popular protocols；The excavation that also intelligent socket is worth by big data analysis mechanism.Furthermore, Internet of Things management platform also incorporates stable state resource, quick state resource, optimization, unified management are provided for the application of deployment enterprise, meet the scheduling of resource demand of stable state business and quick state business characteristic, it supports to be dispatched according to the second level elastic telescopic of service application characteristic, the waste and rational management for avoiding resource use.
Description
Technical field
The present invention relates to internet of things field, in particular to a kind of Internet of Things management for intelligent socket big data
Platform.
Background technique
The arrival of the internet of things era, it is meant that the mankind will march toward more intelligent production and living environment.And Internet of Things
New results as internet development can be widely used in all trades and professions, we can look forward to Internet of Things in the future will more
Profoundly penetrate into the various aspects of social life.Internet of Things is just entering the new rank of transboundary fusion, integrated innovation and large-scale development
Section, welcomes great opportunity to develop.
User is higher and higher to the intelligent demand of socket, current socket management mode mainly use intelligent socket+
Local gateway+wifi+ management system；Under the mode, intelligent socket can pass through the technologies such as near-end communication technology RFID, bluetooth
It is connected to gateway, then gateway is connected to wifi, so that gateway can be directly controlled by the app of intelligent terminal using user,
Achieve the purpose that control intelligent socket；
But for connect magnanimity intelligent socket, and these sockets be dispersed in the whole nation, the whole world when, directly use app
Connection gateway controlled, app can not connection management magnanimity socket and gateway；Intelligent socket while uploaded state data, pipe
Reason end can not handle the concurrent request of magnanimity.It for the mass data that intelligent socket uploads, cannot efficiently handle, and deeply
See clearly data value；
Summary of the invention
In order to solve problems in the prior art, the embodiment of the invention provides a kind of objects for intelligent socket big data
Network management platform.The technical solution is as follows:
On the one hand, the embodiment of the invention provides a kind of Internet of Things for intelligent socket big data to manage platform, packet
It includes:
Multiple intelligent sockets and the Internet of Things cloud that Internet of Things is constituted with multiple intelligent sockets,
Intelligent socket is preset with the SDK for supporting various communications protocols and Data Transport Protocol, is used for and Internet of Things cloud
Between carry out bidirectional data transfers communication；
Internet of Things cloud constitutes Internet of Things with multiple intelligent sockets, for controlling the intelligent socket in Internet of Things and passing through
Big data analysis technology carries out value excavation to the data that intelligent socket uploads.
The embodiment of the present invention it is above-mentioned Internet of Things management platform in, in the SDK of the intelligent socket encapsulate MQTT,
At least one of CoAP, Http, Websocket communications protocol.
In the above-mentioned Internet of Things management platform of the embodiment of the present invention, the intelligent socket support 2/3/4G, NB-IoT,
At least one of LoRa network, wifi network access mode.
In the above-mentioned Internet of Things management platform of the embodiment of the present invention, TLS, DTLS are encapsulated in the SDK of the intelligent socket
At least one of Data Transport Protocol.
In the above-mentioned Internet of Things management platform of the embodiment of the present invention, the Internet of Things cloud and the intelligent socket it
Between, the close intelligent socket authentication mechanism of one machine one of setting, and in the data transmission channel of SSL standard, using asymmetric code key
Encryption Algorithm encrypts transmission data.
In the above-mentioned Internet of Things management platform of the embodiment of the present invention, the SDK support Linux of the intelligent socket,
At least one of Android, Windows platform.
In the above-mentioned Internet of Things management platform of the embodiment of the present invention, the Internet of Things cloud is also used to the intelligence
The mass data that socket provides carries out visual analyzing, and based on visual analyzing as a result, it has been found that trend and rule in data
The trend and rule of rule and combination discovery carry out forecast analysis.
In the above-mentioned Internet of Things management platform of the embodiment of the present invention, operation has and can linearly expand on the Internet of Things cloud
The platform gateway of exhibition, the platform gateway use and statelessly design and support elastic telescopic strategy.
In the above-mentioned Internet of Things management platform of the embodiment of the present invention, the Internet of Things cloud, for passing through real-time SQL
Engine using SQL statement can on distributed platform high speed access time series database data.
In the above-mentioned Internet of Things management platform of the embodiment of the present invention, the real-time SQL engine runs directly in bottom
On distributed file system HDFS, relational database, columnar database Cassandra and time series database.
Technical solution provided in an embodiment of the present invention has the benefit that
By building Internet of Things cloud, the access of magnanimity socket is supported, and provide a variety of safe Internet of Things mainstream associations
The support of view；The excavation that also intelligent socket is worth by big data analysis mechanism.In addition, the Internet of Things manages platform
Also incorporate stable state resource, quick state resource, for deployment enterprise application provide optimization, unified management, meet stable state business and
The scheduling of resource demand of quick state business characteristic is supported to be dispatched according to the second level elastic telescopic of service application characteristic, avoids resource
Waste and rational management use.
Detailed description of the invention
To describe the technical solutions in the embodiments of the present invention more clearly, required in being described below to embodiment
The attached drawing used is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention,
For those of ordinary skill in the art, without creative efforts, it can also be obtained according to these attached drawings
Other attached drawings.
Fig. 1 is that a kind of Internet of Things for intelligent socket big data that the embodiment of the present invention one provides manages platform structure
Schematic diagram；
Fig. 2 is that a kind of Internet of Things that the embodiment of the present invention one provides manages platform gateway elastic telescopic schematic diagram in platform；
Fig. 3 is a kind of Internet of Things cloud Technical Architecture figure that the embodiment of the present invention one provides；
Fig. 4 is time series database call relation exemplary diagram in a kind of Internet of Things cloud of the offer of the embodiment of the present invention one.
Specific embodiment
To make the object, technical solutions and advantages of the present invention clearer, below in conjunction with attached drawing to embodiment party of the present invention
Formula is described in further detail.
Embodiment one
The embodiment of the invention provides a kind of Internet of Things for intelligent socket big data to manage platform, is suitable for intelligence
The mass data of energy socket is analyzed, and referring to Fig. 1, it may include: multiple 100 Hes of intelligent socket which, which manages platform,
The Internet of Things cloud 200 of Internet of Things is constituted with multiple intelligent sockets.
Intelligent socket 100 is preset with the Software Development Kit for supporting various communications protocols and Data Transport Protocol
(Software Development Kit, referred to as " SDK "), it is logical for carrying out bidirectional data transfers between Internet of Things cloud
Letter；
Internet of Things cloud 200 constitutes Internet of Things with multiple intelligent sockets, for controlling the intelligent socket in Internet of Things simultaneously
Value excavation is carried out to the data that intelligent socket uploads by big data analysis technology.
In the present embodiment, it supports different modes that socket is linked into platform, realizes that platform and magnanimity socket end are mutual
Connection.Including equipment access, multi-protocols access and secure accessing.
Intelligent socket is interacted with cloud:
1) data acquire: acquisition passes intelligent socket data in real time
2) data upload: by MQTT agreement real-time report data to cloud
3) it issues an order: issuing an order and handle in real-time reception cloud
In the present embodiment, the present invention incorporates stable state resource, quick state resource, optimize for the application offer of deployment enterprise,
Unified management meets the scheduling of resource demand of stable state business and quick state business characteristic, supports according to the two of service application characteristic
Grade elastic telescopic scheduling, the waste and rational management for avoiding resource use.
Specifically, (Message Queuing Telemetry is transmitted in encapsulation messages queue telemetering in the SDK of intelligent socket
Transport, referred to as " MQTT "), restricted application protocol (Constrained Application Protocol, referred to as
" CoAP "), hypertext transfer protocol (HyperText Transfer Protocol, referred to as " Http "), Websocket (base
In the full-duplex communication agreement of TCP) at least one of communications protocol.
Further, intelligent socket supports 2/3/4G, narrowband Internet of Things (Narrow Band Internet of
Things, referred to as " NB-IoT "), LoRa network, at least one of wifi network access mode.
In the present embodiment, NB-IoT is the emerging technology in one, the field IoT, supports low power consuming devices in wide area network
Cellular data connection, also referred to as low-power consumption wide area network (LPWAN).NB-IoT supports stand-by time length, to network connectivity requirements
The efficient connection of higher device.It is said that the NB-IoT device battery service life can be improved at least 10 years, while can also provide very complete
The indoor cellular data connection in face covers.
LoRa is one of low-power consumption wan communication technology, is that one kind that Semtech company uses and promotes is based on
The overlength distance Radio Transmission Technology of spread spectrum is a kind of unique modulation format that Semtech radio frequency part generates.
The core chips of LoRa radio frequency part is SX1276 and SX1278.It is this kind of integrated chip small scale, high-efficient, it is that LoRa is wireless
Modular belt carrys out high receiving sensitivity.And gateway chip is then higher using integrated level, the more SX1301 of the number of channel.With
The LoRa gateway that SX1301 is developed as core, can be with the complicated object of various LoRa module composition multinodes
Networking ad hoc network.
Optionally, secure transport layer protocol (Transport Layer Security, letter are encapsulated in the SDK of intelligent socket
Claim " TLS "), data packet transport layer security protocol (Datagram Transport Layer Security, referred to as
" DTLS ") at least one of Data Transport Protocol.
Further, between Internet of Things cloud and the intelligent socket, the close intelligent socket of one machine one of setting authenticates machine
System, and in the data transmission channel of Secure Socket Layer (Secure Sockets Layer, referred to as " SSL ") standard, use is non-
Symmetrical code key Encryption Algorithm encrypts transmission data.
In the present embodiment, the SDK of intelligent socket encapsulates MQTT, CoAP, Http, Websocket of Internet of Things mainstream
Etc. communications protocol, can be directed to socket resource and application scenarios, select different protocol channels.Intelligent socket also supports a variety of nets
The socket access way of network, is adapted to the network discrepancy of different socket ends, for example, support 2/3/4G, NB- Internet of Things, LoRa network,
Wifi, to solve the pain spot of enterprise's heterogeneous network socket access-in management.
In addition, it is particularly important in Internet of Things cloud data safe, including socket certification safety, data transmission security, access
Authority mechanism safety reduces security risk by the effective precautionary measures.The intelligent socket of every connection must all possess voucher
It just can connect to Internet of Things cloud.For all flows in round-trip Internet of Things cloud, it is necessary to pass through Transport Layer Security
(TLS) it is encrypted.It must assure that the safety of socket voucher, safely to transmit data to Message Agent.Data are in object
When networking cloud and intelligent socket data are transmitted, cloud security mechanism can provide protection for data.Specifically, providing a machine one
Close intelligent socket authentication mechanism ensures intelligent socket safety and uniqueness, is added using asymmetric code key Encryption Algorithm and transmission
Close guarantee data are not tampered, and reduce the security risk that socket is broken.The data transmission channel of SSL standard is also provided, is guaranteed
The confidentiality and integrity of data.
Optionally, the SDK of intelligent socket supports at least one of Linux, Android, Windows platform.
In the present embodiment, the SDK of intelligent socket supports the platforms such as Linux, Android, Windows, SDK support across
Platform transplantation, frame detach hardware platform level of abstraction, can quick based on different platform, light access Internet of Things Network Communication.
Optionally, referring to fig. 2, on Internet of Things cloud operation have can linear expansion platform gateway, the platform gateway adopts
With statelessly designing and support elastic telescopic strategy.
In the present embodiment, stateless design refers to: the contextual information of system not storage service, according only to asking every time
It asks and carries the corresponding business logic processing of data progress, full symmetric between multiple modules (subsystem), request is submitted to any
Server, processing result are all just the same.
In the present embodiment, on Internet of Things cloud operation have can linear expansion platform gateway, the platform gateway uses
Statelessly designs and support elastic telescopic strategy.Platform gateway supports elastic telescopic strategy, mentions for the communication of Internet of Things application apparatus
For efficiently managing the strategy of calculating, Internet resources.It executes management strategy with allowing user's set time period or creation is real-time
Monitoring strategies to manage the example quantity of platform gateway, and are completed to dispose the environment of example, and guarantee business is steadily smoothly transported
Row.
At the peak of device talk, elastic telescopic increases the example quantity of platform gateway automatically, with guarantee performance not by
It influences；When demand is lower, then platform gateway example quantity can be reduced to reduce cost.Elastic telescopic strategy can not only allow
The application program of demand stable law realizes automatic management, while it is worried to take leave of the device talk brings such as uprush, for every
It, weekly, monthly usage amount do not stop fluctuation application program can also according to business load minute grade extend.Elastic telescopic plan
Cluster is slightly allowed to keep just right example quantity.
In the present embodiment, pass through the architecture design based on micro services, the smooth resilient dilatation of cloud computing, stateless point
Cloth system architecture, data are separated with business, multistage message distribution, and the socket of magnanimity is supported to access.
Specifically, Internet of Things cloud is also used to carry out visual analyzing to the mass data that the intelligent socket provides,
And based on visual analyzing as a result, it has been found that trend in data and rule and the trend of discovery and rule is combined to carry out prediction point
Analysis.
In the present embodiment, by big data analysis, intelligent socket data are divided into three kinds: " visual based on acquisition
Change " analysis, " discovery " analysis and the method for " forecast analysis " based on advanced analysis such as statistical analysis, specifically:
1) visual analyzing
Visual analyzing, which refers to, processes the data of accumulation, as desired by acquisition and form of icons data
The adult form that can be understood of content processing.Chart is generallyd use to realize.
2) discovery analysis
The collection analysis used in visualizing integrates, then passes through the sophisticated methods such as statistical analysis and machine learning
Find data trend, rule and the mistake of structure, by the method can from extract the mankind in data can not be from chart
The rule and trend draw, being hidden in data.
3) forecast analysis
Data intrinsic trend and rule are only found out from the data that the past accumulates, may be occurred from now on grasp
Situation knows future.
It should be noted that the key technology of big data analysis processing component requires to include data analysis skill referring to Fig. 3
The core technologies such as art.Big data analysis platform covers data management, data access, data governance and integrated, safety and fortune
Battalion, the component of core is YARN and distributed file system (Hadoop Distributed File System, abbreviation
" HDFS "), YARN provides resource management and pluggable framework, provides basis for various processing engines；HDFS provides for big data
Expansible, fault-tolerant data storage capacities.Wherein, YARN is a kind of new Hadoop resource manager, it is a general money
Management system can provide unified resource management and scheduling for upper layer application, it is introduced as cluster in utilization rate, resource
Unified management and data sharing etc. bring big advantages.
Optionally, Internet of Things cloud, for passing through real-time architecture query language (Structured Query
Language, referred to as " SQL ") engine using SQL statement can on distributed platform high speed access time series database number
According to.
In the present embodiment, fusion time series database is realized in Internet of Things cloud, and specifically, big data analysis platform is got through
Real-time SQL engine, a kind of Spark (computing engines for the Universal-purpose quick for aiming at large-scale data processing and designing) frame with
The channel of time series database enables the data of time series database to be read and calculated by distribution.Made by real-time SQL engine
With SQL statement can on distributed platform high speed access time series database data.
Further, real-time SQL engine runs directly in distributed file system HDFS, relational database, the column of bottom
On formula database Cassandra and time series database.
In the present embodiment, referring to fig. 4, the complete routine for the SQL syntax that Spark is supported at present can't be applied multiple
In miscellaneous data analysis, and Hive is based on Hadoop Map/Reduce frame, is suitable for prolonged batch processing query analysis,
Interactive data query work is unable to satisfy in performance.Big data analysis platform provides real-time SQL engine, can directly transport
Row the distributed file system HDFS of bottom, relational database (such as: Oracle, Mysql, SQLServer,
PostgreSQL etc.), on columnar database Cassandra and time series database, the engine is independently of Hadoop Map/
Reduce frame improves dispatching algorithm, calculates based on memory, reduces unnecessary disk read-write and additional delay, is competent at
The demand analyzed at a high speed, in real time is carried out to mass data.Compatible ANSI SQL standard, encapsulates common aggregate function, mathematics
Function, window function, regular expression function, transfer function etc. support to pass through a SQL statement for multiple data sources
Data merge inquiry, provide powerful SQL and support, greatly simplify data analysis working and learning cost.
The embodiment of the present invention supports the access of magnanimity socket by construction Internet of Things cloud, and provides a variety of safe
The support of Internet of Things popular protocol；The excavation that also intelligent socket is worth by big data analysis mechanism.In addition, the object
Network management platform also incorporates stable state resource, quick state resource, provides optimization, unified management for the application of deployment enterprise, full
The scheduling of resource demand of sufficient stable state business and quick state business characteristic supports the second level elastic telescopic tune according to service application characteristic
Degree, the waste and rational management for avoiding resource use.
The foregoing is merely presently preferred embodiments of the present invention, is not intended to limit the invention, it is all in spirit of the invention and
Within principle, any modification, equivalent replacement, improvement and so on be should all be included in the protection scope of the present invention.
Claims (10)
1. a kind of Internet of Things for intelligent socket big data manages platform characterized by comprising multiple intelligent sockets and with
Multiple intelligent sockets constitute the Internet of Things cloud of Internet of Things,
Intelligent socket, be preset with support various communications protocols and Data Transport Protocol SDK, between Internet of Things cloud into
The communication of row bidirectional data transfers；
Internet of Things cloud constitutes Internet of Things with multiple intelligent sockets, for controlling the intelligent socket in Internet of Things and by counting greatly
Value excavation is carried out to the data that intelligent socket uploads according to analytical technology.
2. Internet of Things according to claim 1 manages platform, which is characterized in that encapsulated in the SDK of the intelligent socket
At least one of MQTT, CoAP, Http, Websocket communications protocol.
3. Internet of Things according to claim 2 manages platform, which is characterized in that the intelligent socket supports 2/3/4G, NB-
At least one of IoT, LoRa network, wifi network access mode.
4. Internet of Things according to claim 1 manages platform, which is characterized in that encapsulated in the SDK of the intelligent socket
At least one of TLS, DTLS Data Transport Protocol.
5. Internet of Things according to claim 4 manages platform, which is characterized in that the Internet of Things cloud and the intelligence are inserted
Between seat, the close intelligent socket authentication mechanism of one machine one of setting, and in the data transmission channel of SSL standard, use is asymmetric
Code key Encryption Algorithm encrypts transmission data.
6. Internet of Things according to claim 1 manages platform, which is characterized in that the SDK of the intelligent socket is supported
At least one of Linux, Android, Windows platform.
7. Internet of Things according to claim 1 manages platform, which is characterized in that the Internet of Things cloud is also used to institute
The mass data for stating intelligent socket offer carries out visual analyzing, and based on visual analyzing as a result, it has been found that trend in data
With rule and the trend of discovery and rule is combined to carry out forecast analysis.
8. Internet of Things according to claim 1 manages platform, which is characterized in that have can line for operation on the Internet of Things cloud
Property extension platform gateway, the platform gateway is using statelessly designing and support elastic telescopic strategy.
9. Internet of Things according to claim 1 manages platform, which is characterized in that the Internet of Things cloud, for passing through reality
When SQL engine using SQL statement can on distributed platform high speed access time series database data.
10. Internet of Things according to claim 9 manages platform, which is characterized in that the real-time SQL engine is run directly in
On the distributed file system HDFS of bottom, relational database, columnar database Cassandra and time series database.
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| CN109976229A (en) * | 2019-04-22 | 2019-07-05 | 杭州中恒派威电源有限公司 | Cable monitoring device and its control method based on technology of Internet of things |
| CN110895461A (en) * | 2019-11-21 | 2020-03-20 | 望海康信(北京)科技股份公司 | Software research and development management method and device, electronic equipment and storage medium |
| CN111177178A (en) * | 2019-12-03 | 2020-05-19 | 腾讯科技（深圳）有限公司 | Data processing method and related equipment |
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Application publication date: 20181221 |