CN115208926A - AIOT PaaS Internet of things operation platform - Google Patents
AIOT PaaS Internet of things operation platform Download PDFInfo
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Abstract
The invention relates to the technical field of operation platforms, and discloses an AIOT PaaS (Internet of things) operation platform, which comprises a service management platform, an enterprise Internet of things platform enterprise Internet of things AI management platform, a data storage module and an Internet of things network card module, wherein the service management platform and the enterprise Internet of things platform enterprise Internet of things AI management platform realize data exchange through a computer application program interface and the Internet of things network card, the enterprise Internet of things platform enterprise Internet of things AI management platform and the data storage module realize data exchange through the computer application program interface, and the service management platform is used for a user to manage advertisements, channels and orders. The work progress early warning module can automatic analysis work progress delay and generate early warning information, sends early warning information to the administrator in real time, and the suggestion administrator in time handles, if work progress does not reach predetermined progress, can in time adjustment personnel be equipped with, improves work progress, in time masters the problem that work progress appears through work progress early warning module, eliminates the factor that influences work progress.
Description
Technical Field
The invention relates to the technical field of operation platforms, in particular to an AIOT PaaS Internet of things operation platform.
Background
PaaS (Platform as a Service) is a business model that provides an environment for running and developing application services as a Service. The PaaS provides an environment for constructing the application program for developers, the underlying hardware does not need to be considered too much by virtue of the PaaS service, and a great number of necessary services in application construction can be conveniently used. The PaaS can integrate various existing business capabilities, specifically can be classified into an application server, a business capability access, a business engine and a business opening platform, measures and calculates the basic service capability downwards according to the business capability requirement, calls hardware resources through an API provided by the IaaS, provides business dispatching center services upwards, monitors various resources of the platform in real time, and opens the resources to SaaS users through the API. The essence of PaaS is to serve the resources of the internet as a programmable interface, and provide commercially valuable resources and service platforms for third-party developers. With the support of PaaS, developers of cloud computing can obtain a large number of programmable elements, and the programmable elements have specific service logic, so that great convenience is brought to development, development efficiency is improved, and development cost is saved. With the support of PaaS, the development of WEB application becomes more agile, the development capability of quickly responding to the user requirement can be realized, and the real benefit is brought to the end user.
The Internet of Things (Internet of Things) refers to Ubiquitous (infrastructure) end Devices (Devices) and Facilities (Facilities), including sensors with "internal intelligence", mobile terminals, industrial systems, numerical control systems, home intelligence Facilities, video monitoring systems, etc., and "external Enabled" (Enabled) such as RFID-attached Assets (Assets), wireless terminal-carrying individuals and vehicles, etc. "intelligent objects or animals" or "intelligent dust" (Mote), and modes of interworking (M2M), large application Integration (Grand Integration), and assa operation based on cloud computing are realized through various wireless and/or wired long-distance and/or short-distance communication networks, under the environment of Intranet (Intranet), private network (Extranet) and/or Internet (Internet), a proper information security guarantee mechanism is adopted to provide management and service functions of safe, controllable and even personalized real-time online monitoring, positioning and tracing, alarm linkage, scheduling command, plan management, remote control, safety precaution, remote maintenance, online upgrade, statistical report forms, decision support, a leader desktop (a centralized Cockpit Dashboard) and the like, and the Integration of 'high-efficiency, energy-saving, safe and environment-friendly' management, control and camp on 'everything' is realized.
The existing Internet of things operation platform can provide quick and convenient Internet of things operation platform service for small and medium-sized enterprises; therefore, with the help of the advantages of PaaS, a convenient and easy-to-use Internet of things operation platform can be provided for small and medium-sized enterprises, but the existing IOT PaaS Internet of things operation platform does not have the function of reminding work progress delay, so that the work progress is influenced, and the work efficiency is reduced.
Disclosure of Invention
The invention aims to provide an AIOTPaaS Internet of things operation platform to solve the problems in the background technology.
In order to achieve the purpose, the invention provides the following technical scheme: the AIOT PaaS Internet of things operation platform comprises a service management platform, an enterprise Internet of things AI management platform, a data storage module and an Internet of things network card module, wherein the service management platform and the enterprise Internet of things AI management platform realize data exchange through a computer application program interface and the Internet of things network card, and the enterprise Internet of things AI management platform and the data storage module realize data exchange through the computer application program interface;
the business management platform is used for managing advertisements, channels and orders by users;
the enterprise Internet of things AI management platform is used for providing fully hosted enterprise-level instance services for customers, equipment with various mainstream protocols can be accessed without self-building an Internet of things infrastructure, equipment with hundred million-level concurrent scales of operation and maintenance is managed, EB-level equipment data is processed and analyzed, and meanwhile, 7-24-hour safety risk detection and early warning are provided, so that the enterprise Internet of things AI management platform is a preferred choice for realizing equipment intellectualization in the IoT era of each enterprise;
the data storage module is used for storing working data;
the Internet of things card module is used for providing a high-quality and stable Internet of things one-stop management platform and supporting directional network management and intelligent network selection value-added services.
Furthermore, the service management platform is composed of an operation center module, an advertisement module, a channel management module, a user center module, an order management module, a work order management module and a work progress early warning module.
Furthermore, the work progress early warning module analyzes work progress delay according to operation data and generates early warning information, and the enterprise Internet of things AI management platform calls the work progress early warning module to transmit the early warning information to the business management platform in real time.
Furthermore, the advertisement module comprises an advertisement platform analysis module and an advertisement putting module, wherein the advertisement platform analysis module is used for analyzing the advertisements put on the advertisement platform, extracting the attributes of the advertisements on the advertisement platform, and simultaneously collecting and analyzing the user behaviors on the advertisement platform, so as to establish a user behavior tag and send the analyzed attributes of the advertisements on the advertisement platform and the analyzed behavior tags of the users to the advertisement putting module; the advertisement putting module comprises an putting judgment module which is used for comparing and judging the information sent by the advertisement analysis module and the advertisement platform analysis module and determining the advertisement platform to which the advertisement is put.
Further, the enterprise internet of things AI management platform consists of an equipment management module, a fixed upgrading module, a configuration management module, a security center module, a connection management module, an object model module, a script analysis module, a log analysis module and an AI cloud server module;
the AI cloud server module is respectively connected with the equipment management module, the safety center module and the connection management module and is used for loading the parameters of equipment operation to a service management platform interface based on equipment parameter check for the checking of working personnel.
Furthermore, an access layer of the security center module can defend against 600Gbps DDoS attack to the maximum extent, and security threat detection service protects in real time.
Further, the configuration management module is configured to, in a case of receiving a configuration information request sent by a client, query target configuration information and send the target configuration information to the client; and the client is used for sending the configuration change information to the configuration storage server and pushing the configuration change information to the client when the configuration change information input by external operation is received.
Furthermore, the data storage module is composed of a first memory, a second memory and a data monitoring module, wherein the first memory is used for storing recent directly-operated working data, the second memory is used for storing working data of past period, and the data monitoring module is respectively connected with the first memory and the second memory, and is used for monitoring the data state in the first memory and checking whether overdue working data exist in the first memory, and storing the overdue working data in the first memory to the second memory when monitoring.
Furthermore, the data storage module further comprises a data encryption module, which is used for encrypting the second memory, and only when an administrator inputs the key, the administrator can view the working data in the second memory.
Furthermore, the internet of things card module is a 2G/3G/4G/5G card provided by mobile, telecommunication and Unicom operators, a special number segment is used as an MSISDN to provide mobile communication access service, the requirement of intelligent hardware and internet of things industries on equipment networking is met, the internet of things cards of three operators are supported, consumption-level and industrial-level plug-pull large cards, plug-pull double-switch cards, plug-pull triple-switch cards and patch cards are provided, and after the wireless connection service of the internet of things is opened by the mixed characters, certificates can be newly purchased through an internet of things SIM service console, orders are tracked, card information is inquired, card state and flow use is monitored, card supplementing and pool expanding operations are performed, and the requirement of managing the cards is met.
Compared with the prior art, the invention has the beneficial effects that:
the AIOTPaaS Internet of things operation platform is characterized in that a work progress early warning module is arranged in the service management platform, the work progress early warning module analyzes work progress delay according to operation data and generates early warning information, the enterprise Internet of things AI management platform calls the work progress early warning module to transmit the early warning information to the service management platform in real time, the work progress early warning module can automatically analyze the work progress delay and generate the early warning information, the early warning information is transmitted to a manager in real time and is prompted to be processed in time, personnel allocation can be adjusted in time if the work progress does not reach a preset progress, the work progress is improved, problems of the work progress can be mastered in time through the work progress early warning module, factors influencing the work progress are eliminated, and the management level of work is improved;
include the advertisement module through the business management platform, and the advertisement module includes advertisement platform analysis module and advertisement putting module, through carry out analysis and label interpolation to the advertisement of will putting, and carry out analysis and label collection to the advertisement on the advertisement platform, with both types, trade and audience crowd contrast of belongings, simultaneously through the user action on the analysis advertisement platform, thereby judge what the most content of user's concern on the advertisement platform is, thereby carry out the label preparation to the user on this advertisement platform, then contrast user label and the label on the advertisement, thereby it is fit for the input and output ratio that just can obtain the maximize to reach the advertisement to put in on which platform, realize accurate input.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a schematic system flow diagram of the AIOT PaaS internet of things operation platform of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Example 1
Referring to fig. 1, the invention provides an AIOT PaaS internet of things operation platform, which includes a service management platform, an enterprise internet of things AI management platform, a data storage module, and an internet of things network card module, where the service management platform and the enterprise internet of things AI management platform implement data exchange through a computer application program interface and an internet of things network card, and the enterprise internet of things AI management platform and the data storage module implement data exchange through a computer application program interface;
the service management platform is used for managing advertisements, channels and orders by the user;
the enterprise Internet of things AI management platform is used for providing fully hosted enterprise-level instance services for customers, equipment with various mainstream protocols can be accessed without self-building Internet of things infrastructure, equipment with hundred million-level concurrent scales of operation and maintenance is managed, EB-level equipment data is processed and analyzed, and meanwhile, 7-24-hour safety risk detection and early warning are provided, so that the enterprise Internet of things AI management platform is the first choice for realizing equipment intellectualization in the IoT era of each enterprise;
the data storage module is used for storing working data;
the Internet of things network card module is used for providing a high-quality and stable Internet of things one-stop management platform and supporting directional network management and intelligent network selection value-added services.
Example 2
The business management platform is composed of an operation center module, an advertisement module, a channel management module, a user center module, an order management module, a work order management module and a work progress early warning module.
The work progress early warning module analyzes work progress delay according to operation data and generates early warning information, and the enterprise Internet of things AI management platform calls the work progress early warning module to transmit the early warning information to the business management platform in real time. The work progress early warning module can automatic analysis work progress delay and generate early warning information, send early warning information to the administrator in real time, indicate the administrator in time to handle, if work progress does not reach predetermined progress, staff's outfit can be adjusted in time, improve the work progress, in time master the problem that work progress appears through work progress early warning module, eliminate the factor that influences the work progress, improve the management level of work.
The advertisement module comprises an advertisement platform analysis module and an advertisement putting module, wherein the advertisement platform analysis module is used for analyzing the advertisements put on the advertisement platform, extracting the attributes of the advertisements on the advertisement platform, and simultaneously collecting and analyzing the user behaviors on the advertisement platform, so that a user behavior label is established, and the analyzed attributes of the advertisements on the advertisement platform and the analyzed behavior labels of the users are sent to the advertisement putting module; and the advertisement putting module comprises an putting judgment module and is used for comparing and judging the information sent by the advertisement analysis module and the advertisement platform analysis module and determining the advertisement platform to which the advertisement is put. Through carrying out analysis and label interpolation to the advertisement of will putting, and carry out analysis and label collection to the advertisement on the advertisement platform, with type between them, trade and audience crowd contrast, simultaneously through the user action on the analysis advertisement platform, thereby it concerns what the most content is to judge the user on the advertisement platform, thereby carry out the label preparation to the user on this advertisement platform, then contrast the label on user label and the advertisement, thereby it is fit for putting on which platform just can obtain the input-output ratio of maximize to reach the advertisement, realize accurate input.
Example 3
The enterprise Internet of things AI management platform consists of an equipment management module, a fixed upgrading module, a configuration management module, a safety center module, a connection management module, an object model module, a script analysis module, a log analysis module and an AI cloud server module;
the AI cloud server module is respectively connected with the equipment management module, the safety center module and the connection management module and is used for loading the running parameters of the equipment to a service management platform interface for the checking of working personnel based on the equipment parameter checking. Be equipped with AI high in the clouds server module on the thing networking AI management platform through the enterprise, when equipment operating parameter goes wrong for the staff can be timely looking for, in time maintains equipment, avoids hindering the normal work of equipment.
The access layer of the security center module can defend against DDoS attack of 600Gbps to the maximum extent, and the security threat detection service protects in real time. As the access layer of the security center module can defend 600Gbps DDoS attack to the maximum extent, the security threat detection service protects in real time, and the security of the enterprise Internet of things AI management platform is improved.
The configuration management module is used for inquiring the target configuration information and sending the target configuration information to the client under the condition of receiving a configuration information request sent by the client; and the configuration storage server is used for sending the configuration change information to the configuration storage server and pushing the configuration change information to the client when the configuration change information input by the external operation is received.
Example 4
The AI management platform of the enterprise Internet of things further comprises a friend module, wherein the friend module is configured to enable the user to view comprehensive sequencing of contribution contents of other friends and other friends of other users under the keyword label according to the keyword label of the friends of other users after the user adds the other users as friends.
By having the common friends for adding friends, the range of the users for adding friends can be effectively expanded, so that people who have common friends can gather together more, and the viscosity of the users to the whole platform is improved.
Example 5
The data storage module is composed of a first storage, a second storage and a data monitoring module, wherein the first storage is used for storing recent directly-operated working data, the second storage is used for storing working data in the past period, and the data monitoring module is respectively connected with the first storage and the second storage, is used for monitoring the data state in the first storage and checking whether overdue working data exist in the first storage, and stores the overdue working data in the first storage to the second storage when monitoring. The first memory is used for storing recent directly-operated working data, the second memory is used for storing past working data, the data monitoring module monitors the data state in the first memory and checks whether the first memory has expired working data or not, and the expired working data in the first memory is stored in the second memory after being monitored, so that the influence of the reading and writing performance of the same memory on the working data in different periods is avoided.
The data storage module also comprises a data encryption module which is used for encrypting the second memory, and only the administrator inputs the key so as to view the working data in the second memory. The encryption module is arranged on the second memory to encrypt the working data in the second memory, so that the safety of data storage is effectively improved.
The internet of things card module is a 2G/3G/4G/5G card provided by mobile, telecommunication and Unicom operators, a special number segment is used as an MSISDN to provide mobile communication access service, the requirements of intelligent hardware and the internet of things industry on equipment networking are met, the internet of things cards of three operators are supported at the same time, consumption-level and industrial-level plug-in and pull-out large cards, plug-in and pull-out double-switch cards, plug-in and pull-out triple-switch cards and patch cards are provided, after the internet of things wireless connection service is opened by mixed words, certificates can be newly purchased through an internet of things SIM service console, orders are tracked, card information is inquired, card state and flow use is monitored, card supplementing and pool expanding operations are performed, and the requirements of card management are met.
The application scenario of the internet of things network card module can be as follows:
the security monitoring meets the high real-time image data transmission requirement of the equipment, and cloud storage and real-time viewing are realized. The scene is a large-flow scene, the single-card flow is not fixed, the requirement on the network safety is higher, and the following scheme is provided:
pay per use: the proposal uses the general payment pool package to pay according to the use amount, thereby avoiding the trouble of package selection.
Exclusive orientation capability: the directional network configuration is effective immediately, and the safety is guaranteed.
Mobile payment meets the requirements of interactive data transmission such as transaction data and upgrading of equipment.
The scene is a medium and small flow scene, the average card flow is stable, the requirement on network security is high, and the following scheme is provided:
pool package with same gear: package group pool, traffic sharing.
Exclusive orientation capability: the directional network configuration is effective immediately, and the safety is guaranteed.
And (4) recommending commodity parameters: and the flow type requests to select the same-gear shared flow or the same-gear pool directional shared flow.
The shared device meets the requirements of data transmission such as device geographical position reporting and operation interaction.
The scene is a small flow scene, the average card flow is stable, and the following scheme is provided:
and D, pool set meal at the same gear: package group pool, traffic sharing.
And (4) recommending commodity parameters: the traffic type requires that the same gear share the traffic.
The router meets the requirement of the equipment bearing terminal for network access.
The scene is a large-flow scene, the single-card flow is not fixed, people may need to access the scene in a network, and the following scheme is provided:
pay per usage: the pool package is paid integrally, the payment is made according to the use amount, and the trouble of package selection is avoided.
Customizing service: customized schemes and quotations can be provided as desired.
And the locator meets the requirements of interactive data transmission such as equipment geographic position information reporting, upgrading, alarming and the like.
The scene is a small flow scene, the average card flow is stable, and the following scheme is provided:
and D, pool set meal at the same gear: package group pool, traffic sharing.
And (4) recommending commodity parameters: flow type please select the same gear to share the flow
Furthermore, the terms "first", "second" and "first" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include one or more of that feature, and in the description of the invention, "plurality" means two or more unless explicitly specifically defined otherwise.
In the present invention, unless otherwise explicitly stated or limited, the terms "mounted," "connected," "fixed," and the like are to be construed broadly, e.g., as being fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meanings of the above terms in the present invention can be understood by those skilled in the art according to specific situations.
In the present invention, unless otherwise expressly stated or limited, "above" or "below" a first feature means that the first and second features are in direct contact, or that the first and second features are not in direct contact but are in contact with each other via another feature therebetween. Also, the first feature being "on," "above" and "over" the second feature includes the first feature being directly on and obliquely above the second feature, or merely indicating that the first feature is at a higher level than the second feature. The first feature being "under," "beneath," and "under" the second feature includes the first feature being directly above and obliquely above the second feature, or simply meaning that the first feature is at a lesser level than the second feature.
In the description herein, reference to the terms "one embodiment," "some embodiments," "an example," "a specific example," or "some examples" or the like means that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above do not necessarily refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
Although embodiments of the present invention have been shown and described above, it will be understood that the above embodiments are exemplary and not to be construed as limiting the present invention, and that those skilled in the art may make variations, modifications, substitutions and alterations within the scope of the present invention without departing from the spirit and scope of the present invention.
Claims (10)
- The AIOT PaaS operation platform is characterized by comprising a service management platform, an enterprise Internet of things AI management platform, a data storage module and an Internet of things network card module, wherein the service management platform and the enterprise Internet of things AI management platform realize data exchange through a computer application program interface and the Internet of things network card, and the enterprise Internet of things AI management platform and the data storage module realize data exchange through the computer application program interface;the business management platform is used for managing advertisements, channels and orders by users;the enterprise Internet of things AI management platform is used for providing fully hosted enterprise-level instance services for customers, equipment with various mainstream protocols can be accessed without self-building an Internet of things infrastructure, equipment with hundred million-level concurrent scales of operation and maintenance is managed, EB-level equipment data is processed and analyzed, and meanwhile, 7-24-hour safety risk detection and early warning are provided, so that the enterprise Internet of things AI management platform is a preferred choice for realizing equipment intellectualization in the IoT era of each enterprise;the data storage module is used for storing working data;the Internet of things network card module is used for providing a high-quality and stable Internet of things one-stop management platform and supporting directional network management and intelligent network selection value-added services.
- 2. The AIOT PaaS operation platform as claimed in claim 1, wherein the service management platform is composed of an operation center module, an advertisement module, a channel management module, a user center module, an order management module, a work order management module and a work progress early warning module.
- 3. The AIOT PaaS operation platform as claimed in claim 2, wherein the work progress early warning module analyzes work progress delay according to operation data and generates early warning information, and the enterprise Internet of things AI management platform calls the work progress early warning module to transmit the early warning information to the service management platform in real time.
- 4. The AIOT PaaS Internet of things operation platform as claimed in claim 2, wherein the advertisement module comprises an advertisement platform analysis module and an advertisement putting module, the advertisement platform analysis module is used for analyzing advertisements put on the advertisement platform, extracting attributes of the advertisements on the advertisement platform, and collecting and analyzing user behaviors on the advertisement platform, thereby establishing user behavior labels, and sending the analyzed attributes of the advertisements on the advertisement platform and the analyzed behavior labels of the users to the advertisement putting module; the advertisement putting module comprises an putting judgment module which is used for comparing and judging the information sent by the advertisement analysis module and the advertisement platform analysis module and determining the advertisement platform to which the advertisement is put.
- 5. The AIOT PaaS operation platform of claim 1, wherein the enterprise IOT AI management platform is composed of an equipment management module, a fixed upgrade module, a configuration management module, a security center module, a connection management module, an object model module, a script parsing module, a log analysis module and an AI cloud server module;the AI cloud server module is respectively connected with the equipment management module, the safety center module and the connection management module and is used for loading the running parameters of the equipment to a service management platform interface for the checking of working personnel based on the equipment parameter checking.
- 6. The AIOT PaaS operation platform of claim 5, wherein an access layer of the security center module can defend against DDoS attack at 600Gbps at maximum, and a security threat detection service protects in real time.
- 7. The AIOT PaaS operation platform of claim 1, wherein the configuration management module is configured to, upon receiving a configuration information request sent by a client, query for target configuration information and send the target configuration information to the client; and the configuration storage server is used for sending the configuration change information to the configuration storage server and pushing the configuration change information to the client when the configuration change information input by the external operation is received.
- 8. The AIOT PaaS operation platform as claimed in claim 1, wherein the data storage module is composed of a first memory, a second memory, and a data monitoring module, the first memory is used for storing recent directly-operated working data, the second memory is used for storing current working data, the data monitoring module is respectively connected with the first memory and the second memory, and is used for monitoring data state in the first memory and checking whether overdue working data exists in the first memory, and storing the overdue working data in the first memory to the second memory after monitoring.
- 9. The AIOT PaaS IOT operation platform as claimed in claim 8, wherein the data storage module further comprises a data encryption module for encrypting the second storage, and the working data in the second storage can be viewed only when an administrator inputs a key.
- 10. The AIOT PaaS operation platform as claimed in claim 1, wherein the IOT card module is a 2G/3G/4G/5G card provided by mobile, telecom, unicom operators, and a special number segment is used as MSISDN to provide mobile communication access service, so as to meet the requirement of intelligent hardware and IOT industries for equipment networking, and simultaneously support the IOT cards of three operators, and provide consumer-level and industrial-level plug-in and plug-out large cards, plug-in and plug-out double-switch cards, plug-in and plug-out triple-switch cards and patch cards, and after the wireless connection service of IOT is opened by a hetero word, the IOT SIM service console can purchase new certificates, track orders, inquire card information, monitor card status and flow usage, and perform card supplementing and pool expanding operations, so as to meet the requirement of managing cards.
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