CN112910723A - Edge terminal management method, device, equipment and storage medium - Google Patents
Edge terminal management method, device, equipment and storage medium Download PDFInfo
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- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
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Abstract
The application relates to a method, a device, equipment and a storage medium for managing an edge terminal, wherein the method comprises the following steps: acquiring physical information of a plurality of edge terminals, wherein the physical information is used for describing the resource use state of the edge terminals; deploying a target algorithm data packet for the edge terminal according to the physical information of the edge terminal; and sending the target algorithm data packet to the corresponding edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the target algorithm data packet, thereby realizing monitoring and management of the edge terminal. The technical scheme provided by the embodiment of the application can improve the efficiency of managing the edge terminal.
Description
Technical Field
The present application relates to the field of internet of things technology, and in particular, to a method, an apparatus, a device, and a storage medium for managing an edge terminal.
Background
With the continuous development of the internet of things technology, enterprises are rapidly transforming to digital and automatic business processes. In order to accelerate the data analysis speed and thus facilitate the enterprise to make a decision faster and better, edge computing is required to be combined with an edge cloud architecture.
The edge computing is the extension of cloud computing, and through dispersing each edge terminal with information storage from unified high in the clouds, edge terminal distributes in places such as a plurality of building sites, electric room, training room, carries out intelligent processing to the information that obtains by edge terminal again to pick up the characteristic data and return to the high in the clouds, wherein, all edge terminals all need be equipped with the administrator of appropriate scale and manage and maintain.
However, the conventional edge terminal management method has a problem of low efficiency.
Disclosure of Invention
Based on this, embodiments of the present application provide a method, an apparatus, a device, and a storage medium for managing an edge terminal, which can improve efficiency of managing the edge terminal.
In a first aspect, a method for managing an edge terminal is provided, where the method includes:
acquiring physical information of a plurality of edge terminals, wherein the physical information is used for describing the resource use state of the edge terminals; deploying a target algorithm data packet for the edge terminal according to the physical information of the edge terminal; and sending the target algorithm data packet to the corresponding edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the target algorithm data packet, thereby realizing monitoring and management of the edge terminal.
In one embodiment, deploying a target algorithm data packet to an edge terminal according to physical information of the edge terminal includes:
distributing corresponding authority information to each edge terminal according to the organization and/or region position information of the edge terminal; and deploying the target algorithm data packet for the edge terminal according to the authority information and the physical information.
In one embodiment, the target algorithm data packet comprises a model packet, an application packet and a configuration file packet required by the edge terminal; the model package is used for providing a calculation model for calculating the data collected by the data collecting equipment, the application package is used for providing operation services of the calculation model, and the configuration file package is used for providing configuration parameters of the calculation model.
In one embodiment, the method further includes:
modifying the target algorithm data packet according to the modification instruction to generate a new target algorithm data packet; and sending the new target algorithm data packet to the edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the new target algorithm data packet to realize monitoring management of the edge terminal.
In one embodiment, the method further includes:
receiving real-time alarm information sent by an edge terminal, wherein the real-time alarm information is used for reflecting the abnormal operation condition of the edge terminal; and displaying the real-time alarm information.
In one embodiment, the method further includes:
acquiring monitoring information of an edge terminal sent by an electric power master station, wherein the monitoring information of the edge terminal is used for reflecting at least one of real-time resource occupation condition of the edge terminal, abnormal operation condition of the edge terminal and data processing state of the edge terminal; and displaying the monitoring information of the edge terminal.
In one embodiment, the monitoring management comprises algorithm master station management and basic platform management, wherein the algorithm master station management comprises home page management, node management, equipment management, algorithm management, access management-resource management, access management-alarm standard management and access management-certificate management; the basic platform management comprises user management, application management, module management, organization management, role management, log management-log logging management and log management-operation log management.
In a second aspect, an edge termination management apparatus is provided, the apparatus including:
an obtaining module, configured to obtain physical information of a plurality of edge terminals, where the physical information is used to describe resource usage states of the edge terminals;
the deployment module is used for deploying a target algorithm data packet for the edge terminal according to the physical information of the edge terminal;
and the sending module is used for sending the target algorithm data packet to a corresponding edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the target algorithm data packet to realize monitoring management of the edge terminal.
In a third aspect, a computer device is provided, comprising a memory and a processor, the memory storing a computer program, the computer program, when executed by the processor, implementing the method steps in any of the embodiments of the first aspect.
In a fourth aspect, a computer-readable storage medium is provided, on which a computer program is stored, which computer program, when being executed by a processor, is adapted to carry out the method steps of any of the embodiments of the first aspect described above.
The edge terminal management method, the device, the equipment and the storage medium acquire the physical information of a plurality of edge terminals; deploying a target algorithm data packet for the edge terminal according to the physical information of the edge terminal; and sending the target algorithm data packet to the corresponding edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the target algorithm data packet, thereby realizing monitoring and management of the edge terminal. According to the technical scheme, the edge terminal is enabled to process the data collected by the data collection equipment bound with the edge terminal according to the target algorithm data packet in a mode of actively deploying the target algorithm data packet for the edge terminal, the intelligence of managing the edge terminal is improved, a plurality of edge terminals are managed in a unified mode, and the efficiency of managing the edge terminal is improved.
Drawings
FIG. 1 is a block diagram of a computer device provided by an embodiment of the present application;
fig. 2 is a flowchart of an edge terminal management method according to an embodiment of the present disclosure;
fig. 3 is a flowchart of an edge terminal management method according to an embodiment of the present application;
fig. 4 is a flowchart of an edge terminal management method according to an embodiment of the present application;
fig. 5 is a flowchart of an edge terminal management method according to an embodiment of the present application;
fig. 6 is a flowchart of an edge terminal management method according to an embodiment of the present application;
fig. 7 is a flowchart of an edge terminal management method according to an embodiment of the present application;
fig. 8 is a block diagram of an edge terminal management apparatus according to an embodiment of the present application;
fig. 9 is a block diagram of an edge terminal management apparatus according to an embodiment of the present application;
fig. 10 is a block diagram of an edge terminal management apparatus according to an embodiment of the present application;
fig. 11 is a block diagram of an edge terminal management apparatus according to an embodiment of the present application;
fig. 12 is a block diagram of an edge termination management apparatus according to an embodiment of the present application.
Detailed Description
To make the objects, technical solutions and advantages of the present application more clear, embodiments of the present application will be described in further detail below with reference to the accompanying drawings.
The edge terminal management method provided by the application can be applied to computer equipment, the computer equipment can be a server or a terminal, wherein the server can be one server or a server cluster consisting of a plurality of servers.
Taking the example of a computer device being a server, FIG. 1 shows a block diagram of a server, which may include a processor and memory connected by a system bus, as shown in FIG. 1. Wherein the processor of the server is configured to provide computing and control capabilities. The memory of the server comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program, and a database. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The computer program is executed by a processor to implement an edge termination management method.
Those skilled in the art will appreciate that the architecture shown in fig. 1 is a block diagram of only a portion of the architecture associated with the subject application, and does not constitute a limitation on the servers to which the subject application applies, and that servers may alternatively include more or fewer components than those shown, or combine certain components, or have a different arrangement of components.
It should be noted that the execution subject of the embodiment of the present application may be a computer device, or may be an edge terminal management apparatus, and the following method embodiment will be described with reference to a computer device as an execution subject.
In an embodiment, as shown in fig. 2, a flowchart of an edge terminal management method provided in an embodiment of the present application is shown, where the method may include the following steps:
The edge terminals are terminal equipment for performing edge calculation on data collected by the data collection equipment bound with the edge terminals, and the edge terminals are distributed in various places such as construction sites, electric rooms and training rooms on construction sites. The number of the edge terminals in the construction site is large, so that unified management is difficult, when the edge terminals are managed, physical information of all the edge terminals needs to be obtained first, and the physical information of the edge terminals is used for describing resources of the edge terminals, for example, the physical information of the edge terminals may include information such as CPU utilization, memory utilization and the like of the edge terminals.
The target algorithm data packet is used for performing edge calculation processing on data acquired by the data acquisition equipment, and when the target algorithm data packet is deployed on the edge terminal according to the physical information of the edge terminal, the adaptive target algorithm data packet can be selected according to the physical information of the edge terminal, for example, if the CPU utilization rate of the edge terminal is high, the target algorithm data packet occupying less edge terminal resources can be selected, so that the target algorithm data packet can be ensured to normally run in the edge terminal. The target algorithm data packet may also be deployed to the edge terminal in combination with information such as the authority information of the edge terminal, the type information of the bound data acquisition device, and the like, for example, if the type of the data acquisition device bound to the edge terminal is a temperature acquisition device, the deployed target algorithm data packet may include an algorithm data packet related to processing temperature data.
And 203, sending the target algorithm data packet to a corresponding edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the target algorithm data packet, thereby realizing monitoring management of the edge terminal.
After the corresponding target algorithm data packet is obtained according to the physical information of each edge terminal, the obtained target algorithm data packet can be sent to the corresponding edge terminal according to the sending instruction, so that the edge terminal processes the data collected by the data collection equipment bound with the edge terminal according to the target algorithm data packet, and monitoring and management of the edge terminal are achieved. When monitoring and managing the edge terminal, the edge terminal can be monitored and managed by acquiring information such as state information in the data processing process of the edge terminal, real-time physical information of the edge terminal and the like.
In the embodiment, the physical information of a plurality of edge terminals is obtained; deploying a target algorithm data packet for the edge terminal according to the physical information of the edge terminal; and sending the target algorithm data packet to the corresponding edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the target algorithm data packet, thereby realizing monitoring and management of the edge terminal. By means of the mode of actively deploying the target algorithm data packet for the edge terminal, the edge terminal processes data collected by the data collection equipment bound to the edge terminal according to the target algorithm data packet, the intelligence of managing the edge terminal is improved, a plurality of edge terminals are managed in a unified mode, and the efficiency of managing the edge terminal is improved.
In an embodiment, as shown in fig. 3, which shows a flowchart of a method for managing an edge terminal provided in an embodiment of the present application, this embodiment relates to a possible implementation process for deploying a target algorithm data packet to an edge terminal, and the method may include the following steps:
The authority information is authority corresponding to the organization and/or the region location information to which the edge terminal belongs, and the authority information is used for limiting the range of the edge terminal for accessing the terminal resource.
And 302, deploying a target algorithm data packet for the edge terminal according to the authority information and the physical information.
When the target algorithm data packet is deployed for the edge terminal, the target algorithm data packet can be deployed for the edge terminal after the authority information and the physical information of the edge terminal are integrated. For example, if the CPU utilization of the edge terminal is high and the authority information of the edge terminal is less, a target algorithm data packet occupying less resources of the edge terminal may be selected to ensure that the target algorithm data packet can normally run in the edge terminal.
In the embodiment, the corresponding authority information is distributed to each edge terminal according to the organization and/or the region position information of the edge terminal, the target algorithm data packet is deployed to the edge terminal according to the authority information and the physical information, and the adaptive target algorithm data packet is deployed to the edge terminal by integrating the authority information and the physical information of the edge terminal, so that the rationality and the accuracy of deploying the target algorithm data packet to the edge terminal are improved.
In one embodiment, the target algorithm data package includes a model package, an application package and a configuration file package required by the edge terminal; the model package is used for providing a calculation model for calculating the data collected by the data collecting equipment, the application package is used for providing operation services of the calculation model, and the configuration file package is used for providing configuration parameters of the calculation model.
The target algorithm data package may include a model package, an application package, and a configuration file package, where the model package is used to provide a calculation model for calculating data collected by the data collection device, the application package is used to provide operation services of the calculation model, and the configuration file package is used to provide configuration parameters of the calculation model. For example, if the data acquisition device is a temperature acquisition device, the model package is a temperature calculation model for providing calculation of temperature data, the application package is an operation service for providing the temperature calculation model, and the configuration file package is configuration parameters for providing the temperature calculation model.
The model packet, the application packet and the configuration file packet required by the edge terminal are used as a target algorithm data packet, and the target algorithm data packet can be uploaded to computer equipment through a standard installation script and then sent to the corresponding edge terminal through a sending instruction. By packaging the target algorithm data packet in blocks, the target algorithm data packet can be added or modified and updated conveniently according to actual service requirements, and the efficiency of maintaining the target algorithm data packet by a user is improved.
In an embodiment, as shown in fig. 4, which shows a flowchart of an edge terminal management method provided in an embodiment of the present application, this embodiment relates to a process of generating a new target algorithm data packet, and the method may include the following steps:
When the actual service requirement changes or the target algorithm data packet is abnormal, the target algorithm data packet needs to be maintained and updated. The target algorithm data package is modified according to the modification instruction, which may be to modify one or more of a model package, an application package, and a configuration file package in the target algorithm data package, to generate a new target algorithm data package, for example, a provided calculation model may be modified in the model package, such as by optimizing, to regenerate the new target algorithm data package.
After obtaining the new target algorithm data packet, the obtained target algorithm data packet can also be sent to the corresponding edge terminal according to the sending instruction, so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the target algorithm data packet, and the edge terminal is monitored and managed.
In this embodiment, the target algorithm data packet is modified according to the modification instruction to generate a new target algorithm data packet, and the new target algorithm data packet is sent to the edge terminal, so that the edge terminal processes data acquired by the data acquisition device bound to the edge terminal according to the new target algorithm data packet, and thus the edge terminal is monitored and managed. The target algorithm data packet can be modified and updated in time according to actual service requirements, so that the data processing accuracy of the edge terminal is improved, and meanwhile, the accuracy of acquiring the monitoring management information of the edge terminal is also improved.
In an embodiment, as shown in fig. 5, which shows a flowchart of an edge terminal management method provided in an embodiment of the present application, the embodiment relates to a process of acquiring real-time alarm information, and the method may include the following steps:
And 502, displaying the real-time alarm information.
The edge terminal can obtain the abnormal operation condition of the edge terminal by calling the monitoring platform interface, package the abnormal operation condition into real-time alarm information and send the real-time alarm information to the computer equipment, and the abnormal operation condition of the edge terminal can comprise the abnormal condition of the target algorithm data package processing data of the edge terminal, the high resource space utilization rate of the edge terminal, the network abnormal condition of the edge terminal and other abnormal operation conditions. After receiving the real-time alarm information sent by the edge terminal, the real-time alarm information can be displayed to the user.
In this embodiment, by receiving the real-time alarm information sent by the edge terminal, the real-time alarm information is used to reflect the abnormal operation condition of the edge terminal, and the real-time alarm information is displayed. Necessary maintenance measures can be taken for the edge terminal to maintain according to the real-time warning information so as to ensure the normal operation of the edge terminal and improve the efficiency of managing the edge terminal.
In an embodiment, as shown in fig. 6, which shows a flowchart of an edge terminal management method provided in an embodiment of the present application, this embodiment relates to a process of acquiring monitoring information, and the method may include the following steps:
And step 602, displaying the monitoring information of the edge terminal.
The electric power master station can also remotely obtain monitoring information of the edge terminal and send the monitoring information to the computer equipment, the monitoring information of the edge terminal can reflect information such as real-time resource occupation condition of the edge terminal, abnormal operation condition of the edge terminal and data processing state of the edge terminal, the real-time resource occupation condition of the edge terminal can include CPU utilization rate, memory utilization rate and the like of the edge terminal, the abnormal operation condition of the edge terminal can include abnormal condition of target algorithm data packet processing data of the edge terminal, network abnormal condition of the edge terminal and the like, the data processing state of the edge terminal can include abnormal operation condition of the target algorithm data packet and the like, and the monitoring information can include one or more pieces of information. After receiving the monitoring information of the edge terminal sent by the power master station, the monitoring information can be displayed to the user.
In this embodiment, the monitoring information of the edge terminal is displayed by acquiring the monitoring information of the edge terminal sent by the power master station. Necessary maintenance measures can be taken for the edge terminal to maintain according to the monitoring information sent by the power master station so as to ensure the normal operation of the edge terminal and improve the management efficiency of the edge terminal.
In one embodiment, the monitoring management comprises algorithm master station management and basic platform management, wherein the algorithm master station management comprises home page management, node management, equipment management, algorithm management, access management-resource management, access management-alarm standard management and access management-certificate management; the basic platform management comprises user management, application management, module management, organization management, role management, log management-log logging management and log management-operation log management.
Wherein, the first page management provides an inlet of a newly added edge terminal, newly added data acquisition equipment and a newly added target algorithm data packet; the node management is used for maintaining information of the edge terminal and displaying alarm monitoring information of the edge terminal and information such as bound data acquisition equipment, a target algorithm data packet and the like; the equipment management is used for managing the data acquisition equipment, maintaining the information of the data acquisition equipment and displaying the detailed attribute information and the binding edge terminal information of the data acquisition equipment; the algorithm management is used for maintaining information of the target algorithm data packet and displaying deployment information of the target algorithm data packet; the access management-resource management is used for displaying the resource information of the edge terminal and maintaining the resource information; the access management-alarm standard management is used for displaying the alarm standard information of the edge terminal and maintaining the alarm standard information; the access management-certificate management is used for showing the certificate information of the edge terminal and can maintain the certificate information.
The user management is used for displaying all user information of the unit, and a system administrator of the unit can maintain the user information; the application management is used for displaying the authority application information of the user and maintaining the authority application information; the module management is used for managing all functional modules managed by the algorithm master station, and can modify, add, update and the like all the functional modules managed by the algorithm master station so as to expand the functional modules; the organization management is used for displaying the organization information of the unit and maintaining the organization information; the role management is used for displaying all role information of the unit and maintaining the role information; log management-log management is used for displaying log information of all users of the unit; log management-operation log management is used to show all user operation log information of this unit. By providing algorithm master station management and basic platform management, a plurality of edge terminals are comprehensively managed, and the management efficiency and the intelligent degree of the edge terminals are improved.
In an embodiment, as shown in fig. 7, a flowchart of an edge terminal management method provided in an embodiment of the present application is shown, where the method may include the following steps:
And 703, acquiring a model package, an application package and a configuration file package required by the edge terminal as the target algorithm data package according to the authority information and the physical information.
And 707, receiving real-time alarm information sent by the edge terminal, where the real-time alarm information is used to reflect an abnormal operation condition of the edge terminal.
And 708, displaying the real-time alarm information.
709, obtaining monitoring information of the edge terminal sent by the power master station, where the monitoring information of the edge terminal is used to reflect at least one of a real-time resource occupation condition of the edge terminal, an abnormal operation condition of the edge terminal, and a data processing state of the edge terminal.
And 710, displaying the monitoring information of the edge terminal.
The implementation principle and technical effect of each step in the edge terminal management method provided in this embodiment are similar to those in the previous edge terminal management method embodiments, and are not described herein again. The implementation manner of each step in the embodiment of fig. 7 is only an example, and is not limited to this, and the order of each step may be adjusted in practical application as long as the purpose of each step can be achieved.
According to the technical scheme, the edge terminal is enabled to process the data collected by the data collection equipment bound with the edge terminal according to the target algorithm data packet in a mode of actively deploying the target algorithm data packet for the edge terminal, the intelligence of managing the edge terminal is improved, a plurality of edge terminals are managed in a unified mode, and the efficiency of managing the edge terminal is improved.
It should be understood that although the various steps in the flow charts of fig. 2-7 are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and described, and may be performed in other orders, unless explicitly stated otherwise. Moreover, at least some of the steps in fig. 2-7 may include multiple steps or multiple stages, which are not necessarily performed at the same time, but may be performed at different times, which are not necessarily performed in sequence, but may be performed in turn or alternately with other steps or at least some of the other steps.
Referring to fig. 8, a block diagram of an edge termination management apparatus 80 according to an embodiment of the present disclosure is shown. As shown in fig. 8, the edge terminal management apparatus 80 may include: a first obtaining module 81, a deployment module 82 and a first sending module 83, wherein:
the first obtaining module 81 is configured to obtain physical information of a plurality of edge terminals, where the physical information is used to describe resource usage states of the edge terminals.
And the deployment module 82 is used for deploying the target algorithm data packet to the edge terminal according to the physical information of the edge terminal.
The first sending module 83 is configured to send the target algorithm data packet to the corresponding edge terminal, so that the edge terminal processes data collected by the data collection device bound to the edge terminal according to the target algorithm data packet, so as to implement monitoring and management on the edge terminal.
Referring to fig. 9, a block diagram of an edge termination management apparatus 90 according to an embodiment of the present application is shown. As shown in fig. 9, the deployment module 82 may include: a distribution unit 821 and a deployment unit 822, wherein:
the assigning unit 821 is configured to assign corresponding authority information to each edge terminal according to the organization and/or the region location information to which the edge terminal belongs.
And a deployment unit 822, configured to deploy the target algorithm data packet to the edge terminal according to the authority information and the physical information.
In one embodiment, the target algorithm data package includes a model package, an application package and a configuration file package required by the edge terminal; the model package is used for providing a calculation model for calculating the data collected by the data collecting equipment, the application package is used for providing operation services of the calculation model, and the configuration file package is used for providing configuration parameters of the calculation model.
Referring to fig. 10, a block diagram of an edge terminal management device 100 according to an embodiment of the present application is shown. As shown in fig. 10, the edge terminal management apparatus 100 may include: a generating module 101 and a second sending module 102, wherein:
and the generating module 101 is configured to modify the target algorithm data packet according to the modification instruction, and generate a new target algorithm data packet.
The second sending module 102 is configured to send the new target algorithm data packet to the edge terminal, so that the edge terminal processes data acquired by the data acquisition device bound to the edge terminal according to the new target algorithm data packet, so as to implement monitoring and management on the edge terminal.
Referring to fig. 11, a block diagram of an edge termination management apparatus 110 according to an embodiment of the present disclosure is shown. As shown in fig. 11, the edge terminal management apparatus 110 may include: a receiving module 111 and a first presentation module 112, wherein:
the receiving module 111 is configured to receive real-time warning information sent by the edge terminal, where the real-time warning information is used to reflect an abnormal operation condition of the edge terminal.
And the display module 112 is used for displaying the real-time alarm information.
Referring to fig. 12, a block diagram of an edge termination management apparatus 120 according to an embodiment of the present disclosure is shown. As shown in fig. 12, the edge terminal management device 120 may include: a second acquisition module 121 and a second presentation module 122, wherein:
the second obtaining module 121 is configured to obtain monitoring information of the edge terminal sent by the power master station, where the monitoring information of the edge terminal is used to reflect at least one of a real-time resource occupation situation of the edge terminal, an abnormal operation situation of the edge terminal, and a processing state of the edge terminal on data.
And a second display module 122, configured to display the monitoring information of the edge terminal.
In one embodiment, the monitoring management includes algorithm master station management and basic platform management, and the algorithm master station management includes home page management, node management, device management, algorithm management, access management-resource management, access management-alarm standard management, and access management-certificate management; the basic platform management comprises user management, application management, module management, organization management, role management, log management-log logging management and log management-operation log management.
For the specific definition of the edge terminal management apparatus, reference may be made to the above definition of the edge terminal management method, which is not described herein again. The respective modules in the edge termination management apparatus may be wholly or partially implemented by software, hardware, and a combination thereof. The modules can be embedded in a hardware form or independent from a processor in the computer device, and can also be stored in a memory in the computer device in a software form, so that the processor can call and execute the operations of the modules.
In one embodiment of the present application, there is provided a computer device comprising a memory and a processor, the memory having stored therein a computer program, the processor implementing the following steps when executing the computer program:
acquiring physical information of a plurality of edge terminals, wherein the physical information is used for describing the resource use state of the edge terminals; deploying a target algorithm data packet for the edge terminal according to the physical information of the edge terminal; and sending the target algorithm data packet to the corresponding edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the target algorithm data packet, thereby realizing monitoring and management of the edge terminal.
In one embodiment of the application, the processor when executing the computer program further performs the steps of:
distributing corresponding authority information to each edge terminal according to the organization and/or region position information of the edge terminal; and deploying the target algorithm data packet for the edge terminal according to the authority information and the physical information.
In one embodiment of the application, the target algorithm data package comprises a model package, an application package and a configuration file package required by the edge terminal; the model package is used for providing a calculation model for calculating the data collected by the data collecting equipment, the application package is used for providing operation services of the calculation model, and the configuration file package is used for providing configuration parameters of the calculation model.
In one embodiment of the application, the processor when executing the computer program further performs the steps of:
modifying the target algorithm data packet according to the modification instruction to generate a new target algorithm data packet; and sending the new target algorithm data packet to the edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the new target algorithm data packet to realize monitoring management of the edge terminal.
In one embodiment of the application, the processor when executing the computer program further performs the steps of:
receiving real-time alarm information sent by an edge terminal, wherein the real-time alarm information is used for reflecting the abnormal operation condition of the edge terminal; and displaying the real-time alarm information.
In one embodiment of the application, the processor when executing the computer program further performs the steps of:
acquiring monitoring information of an edge terminal sent by an electric power master station, wherein the monitoring information of the edge terminal is used for reflecting at least one of real-time resource occupation condition of the edge terminal, abnormal operation condition of the edge terminal and data processing state of the edge terminal; and displaying the monitoring information of the edge terminal.
In one embodiment of the application, the monitoring management comprises algorithm master station management and basic platform management, wherein the algorithm master station management comprises home page management, node management, equipment management, algorithm management, access management-resource management, access management-alarm standard management and access management-certificate management; the basic platform management comprises user management, application management, module management, organization management, role management, log management-log logging management and log management-operation log management.
The implementation principle and technical effect of the computer device provided by the embodiment of the present application are similar to those of the method embodiment described above, and are not described herein again.
In an embodiment of the application, a computer-readable storage medium is provided, on which a computer program is stored, which computer program, when being executed by a processor, carries out the steps of:
acquiring physical information of a plurality of edge terminals, wherein the physical information is used for describing the resource use state of the edge terminals; deploying a target algorithm data packet for the edge terminal according to the physical information of the edge terminal; and sending the target algorithm data packet to the corresponding edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the target algorithm data packet, thereby realizing monitoring and management of the edge terminal.
In one embodiment of the application, the computer program when executed by the processor further performs the steps of:
distributing corresponding authority information to each edge terminal according to the organization and/or region position information of the edge terminal; and deploying the target algorithm data packet for the edge terminal according to the authority information and the physical information.
In one embodiment of the application, the target algorithm data package comprises a model package, an application package and a configuration file package required by the edge terminal; the model package is used for providing a calculation model for calculating the data collected by the data collecting equipment, the application package is used for providing operation services of the calculation model, and the configuration file package is used for providing configuration parameters of the calculation model.
In one embodiment of the application, the computer program when executed by the processor further performs the steps of:
modifying the target algorithm data packet according to the modification instruction to generate a new target algorithm data packet; and sending the new target algorithm data packet to the edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the new target algorithm data packet to realize monitoring management of the edge terminal.
In one embodiment of the application, the computer program when executed by the processor further performs the steps of:
receiving real-time alarm information sent by an edge terminal, wherein the real-time alarm information is used for reflecting the abnormal operation condition of the edge terminal; and displaying the real-time alarm information.
In one embodiment of the application, the computer program when executed by the processor further performs the steps of:
acquiring monitoring information of an edge terminal sent by an electric power master station, wherein the monitoring information of the edge terminal is used for reflecting at least one of real-time resource occupation condition of the edge terminal, abnormal operation condition of the edge terminal and data processing state of the edge terminal; and displaying the monitoring information of the edge terminal.
In one embodiment of the application, the monitoring management comprises algorithm master station management and basic platform management, wherein the algorithm master station management comprises home page management, node management, equipment management, algorithm management, access management-resource management, access management-alarm standard management and access management-certificate management; the basic platform management comprises user management, application management, module management, organization management, role management, log management-log logging management and log management-operation log management.
The implementation principle and technical effect of the computer-readable storage medium provided by this embodiment are similar to those of the above-described method embodiment, and are not described herein again.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, database, or other medium used in the embodiments provided herein may include non-volatile and/or volatile memory, among others. Non-volatile memory can include read-only memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), Double Data Rate SDRAM (DDRSDRAM), Enhanced SDRAM (ESDRAM), Synchronous Link DRAM (SLDRAM), Rambus Direct RAM (RDRAM), direct bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).
The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above examples only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the claims. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.
Claims (10)
1. An edge terminal management method, the method comprising:
acquiring physical information of a plurality of edge terminals, wherein the physical information is used for describing the resource use state of the edge terminals;
deploying a target algorithm data packet for the edge terminal according to the physical information of the edge terminal;
and sending the target algorithm data packet to a corresponding edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the target algorithm data packet, thereby realizing monitoring management of the edge terminal.
2. The method according to claim 1, wherein the deploying the target algorithm packet to the edge terminal according to the physical information of the edge terminal comprises:
distributing corresponding authority information to each edge terminal according to the organization and/or region position information of the edge terminal;
and deploying the target algorithm data packet to the edge terminal according to the authority information and the physical information.
3. The method according to claim 1 or 2, wherein the target algorithm data package comprises a model package, an application package and a configuration file package required by the edge terminal; the model package is used for providing a calculation model for calculating the data collected by the data collection equipment, the application package is used for providing operation services of the calculation model, and the configuration file package is used for providing configuration parameters of the calculation model.
4. The method of claim 1, further comprising:
modifying the target algorithm data packet according to a modification instruction to generate a new target algorithm data packet;
and sending the new target algorithm data packet to the edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the new target algorithm data packet to realize monitoring management of the edge terminal.
5. The method of claim 1, further comprising:
receiving real-time alarm information sent by the edge terminal, wherein the real-time alarm information is used for reflecting the abnormal operation condition of the edge terminal;
and displaying the real-time alarm information.
6. The method of claim 1, further comprising:
acquiring monitoring information of the edge terminal sent by an electric master station, wherein the monitoring information of the edge terminal is used for reflecting at least one of a real-time resource occupation condition of the edge terminal, an abnormal operation condition of the edge terminal and a data processing state of the edge terminal;
and displaying the monitoring information of the edge terminal.
7. The method of claim 1, wherein the monitoring management comprises algorithm master station management and base platform management, and the algorithm master station management comprises home page management, node management, device management, algorithm management, access management-resource management, access management-alarm specification management, access management-certificate management; the basic platform management comprises user management, application management, module management, organization management, role management, log management-log logging management and log management-operation log management.
8. An edge termination management apparatus, the apparatus comprising:
an obtaining module, configured to obtain physical information of a plurality of edge terminals, where the physical information is used to describe resource usage states of the edge terminals;
the deployment module is used for deploying a target algorithm data packet for the edge terminal according to the physical information of the edge terminal;
and the sending module is used for sending the target algorithm data packet to a corresponding edge terminal so that the edge terminal processes the data collected by the data collection equipment bound to the edge terminal according to the target algorithm data packet to realize monitoring management of the edge terminal.
9. A computer arrangement comprising a memory and a processor, the memory storing a computer program which, when executed by the processor, carries out the steps of the method according to any one of claims 1 to 7.
10. A computer-readable storage medium, characterized in that a computer program is stored thereon, which computer program, when being executed by a processor, carries out the steps of the method according to any one of claims 1 to 7.
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