CN108777700A - A kind of container cluster dispatching method and device for the application of electric power Internet of Things - Google Patents
A kind of container cluster dispatching method and device for the application of electric power Internet of Things Download PDFInfo
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- CN108777700A CN108777700A CN201810357026.XA CN201810357026A CN108777700A CN 108777700 A CN108777700 A CN 108777700A CN 201810357026 A CN201810357026 A CN 201810357026A CN 108777700 A CN108777700 A CN 108777700A
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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
- H04L67/50—Network services
- H04L67/60—Scheduling or organising the servicing of application requests, e.g. requests for application data transmissions using the analysis and optimisation of the required network resources
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
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- 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
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Abstract
The invention discloses a kind of container cluster dispatching methods and device for the application of electric power Internet of Things.The method includes：According to the feature that electric power Internet of Things is applied, container resource flexible scheduling strategy is preset；After user chooses cell therefor resource flexible scheduling strategy, the utilization power of container resource in the existing container cluster of user is monitored；It is the new container resource of the existing container colony dispatching of user or recycling free container resource when the utilization power of the container resource monitored meets the container scheduling of resource condition selected by user.Container cluster dispatching method combination cloud computing provided by the invention, Internet of Things, container technique, the container cluster dispatching algorithm of extension is provided for the electric power Internet of Things application being deployed in cloud upper container cluster, meet the scheduling of resource demand of electric power Internet of Things application characteristic feature, support that the waste and rational management for avoiding resource use according to the two level flexible scheduling of service application characteristic (can scheduling container cluster outside container resource).
Description
Technical field
The present invention relates to container cluster dispatching technique field, more particularly to a kind of sets of containers for the application of electric power Internet of Things
Group's dispatching method and device.
Background technology
Electric power Internet of Things is solution of the Internet of Things in power grid, is the knot that Information and Communication Technology develops to certain phase
Fruit will effectively integrate communications infrastructure resource and electric system infrastructure resources, improve electric power information level,
Improve the existing infrastructure utilization ratio of electric system, is sent out for power grid, is defeated, become, match, the links such as electricity consumption provide important technology branch
Support.
Fusion of the electric power Internet of Things as technologies such as communication, information, sensing, automations has complete perception, reliable delivery
With the feature of Intelligent treatment.There is electric power Internet of Things terminal to connect unstable, the big feature of application operation resource change.
The major function of container cluster is exactly required calculating when being run for container allocation, the resources such as storage and network.
And existing container cluster, such as kubernetes management container cluster, only provide general dispatching algorithm, the dispatching algorithm
The scheduling of container resource can only be carried out in allocated container cluster, it can not be the container inadequate resource of container cluster the case where
Under, it is automatic to call other container resources, it can not accomplish Intelligent treatment, intelligence according to electric power Internet of Things Network Communication, the information of sensing
Judge the scheduling with automatic adjusument, the container of container cluster is caused to dispatch the intelligence that cannot meet the application of electric power Internet of Things in this way
Judge, the dispatching requirement of automatic adjusument.
Invention content
In order to solve problems in the prior art, an embodiment of the present invention provides a kind of containers for the application of electric power Internet of Things
Colony dispatching method and apparatus.The technical solution is as follows：
On the one hand, an embodiment of the present invention provides a kind of container cluster dispatching method for the application of electric power Internet of Things, institutes
The method of stating includes：
According to the feature that electric power Internet of Things is applied, at least one container resource flexible scheduling strategy is preset, is carried out for user
Self-defined selection, the container resource flexible scheduling strategy include：Container scheduling of resource condition and cell therefor resource tune
Degree measure；
After user chooses cell therefor resource flexible scheduling strategy, monitors container in the existing container cluster of user and provide
The utilization power in source；
When the utilization power of the container resource monitored meets the container scheduling of resource condition selected by user, according to corresponding
Container scheduling of resource measure, be the new container resource of the existing container colony dispatching of user or recycling free container resource.
In the above-mentioned container cluster dispatching method of the embodiment of the present invention, the feature applied according to electric power Internet of Things,
At least one container resource flexible scheduling strategy is preset, including：
The characteristics of being applied according to electric power Internet of Things presets in the container cluster management platform based on Kubernetes
A few container resource flexible scheduling strategy, the container resource flexible scheduling strategy include：
It is container colony dispatching when container resource utilization reaches first state in the container cluster being equipped with for user
New container resource；
When container resource utilization reaches the second state in the container cluster being equipped with for user, in returnable cluster
Free container resource.
It is described when user chooses cell therefor resource bullet in the above-mentioned container cluster dispatching method of the embodiment of the present invention
Property scheduling strategy after, monitor the existing container cluster of user in container resource utilization power, including：
Using the container resource monitor of Kubernetes, the utilization of container resource in the existing container cluster of user is monitored
Situation.
In the above-mentioned container cluster dispatching method of the embodiment of the present invention, the utilization feelings for working as the container resource monitored
It is the existing appearance of user according to cell therefor scheduling of resource measure when condition meets the container scheduling of resource condition selected by user
The new container resource of device colony dispatching or recycling free container resource, including：
When the utilization power of the container resource monitored meets the container scheduling of resource condition selected by user, pass through bottom
Resource transfer interface is the new container resource of the existing container colony dispatching of user or recycling free container resource.
On the other hand, an embodiment of the present invention provides it is a kind of for electric power Internet of Things application container cluster dispatching device,
Described device includes：
Setup module, the feature for being applied according to electric power Internet of Things preset at least one container resource flexible scheduling plan
Slightly, self-defined selection is carried out for user, the container resource flexible scheduling strategy includes：Container scheduling of resource condition, Yi Jixiang
The container scheduling of resource measure answered；
Monitoring modular monitors the existing appearance of user for working as after user chooses cell therefor resource flexible scheduling strategy
The utilization power of container resource in device cluster；
Processing module, for meeting the container scheduling of resource item selected by user when the utilization power of the container resource monitored
It is that the new container resource of the existing container colony dispatching of user or recycling are empty according to cell therefor scheduling of resource measure when part
Not busy container resource.
In the above-mentioned container cluster dispatching device of the embodiment of the present invention, the setup module is additionally operable to according to electric power object
The characteristics of working application, presets at least one container resource elasticity in the container cluster management platform based on Kubernetes
Scheduling strategy, the container resource flexible scheduling strategy include：
It is container colony dispatching when container resource utilization reaches first state in the container cluster being equipped with for user
New container resource；
When container resource utilization reaches the second state in the container cluster being equipped with for user, in returnable cluster
Free container resource.
In the above-mentioned container cluster dispatching device of the embodiment of the present invention, the monitoring modular is additionally operable to use
The container resource monitor of Kubernetes monitors the utilization power of container resource in the existing container cluster of user.
In the above-mentioned container cluster dispatching device of the embodiment of the present invention, the processing module is additionally operable to when monitoring
When the utilization power of container resource meets the container scheduling of resource condition selected by user, by underlying resource calling interface, for
The new container resource of the existing container colony dispatching in family or recycling free container resource.Technical solution provided in an embodiment of the present invention
The advantageous effect brought is：
Container cluster dispatching method combination cloud computing provided in an embodiment of the present invention, Internet of Things, container technique, for deployment
Electric power Internet of Things application in cloud upper container cluster provides the container cluster dispatching algorithm of extension, meets electric power Internet of Things application
The scheduling of resource demand of characteristic, supporting (can be outside scheduling container cluster according to the two level flexible scheduling of service application characteristic
Container resource), avoid resource waste and rational management use.
Description of the drawings
To describe the technical solutions in the embodiments of the present invention more clearly, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for
For those of ordinary skill in the art, without creative efforts, other are can also be obtained according to these attached drawings
Attached drawing.
Fig. 1 is a kind of stream for container cluster dispatching method for the application of electric power Internet of Things that the embodiment of the present invention one provides
Cheng Tu；
Fig. 2 is a kind of container cluster elastic telescopic Groups List exemplary plot that the embodiment of the present invention one provides；
Fig. 3 is a kind of container cluster elastic telescopic configuration selective listing exemplary plot that the embodiment of the present invention one provides；
Fig. 4 is a kind of container cluster elastic telescopic configuration strategy configuration example figure that the embodiment of the present invention one provides；
Fig. 5 is a kind of knot of container cluster dispatching device for the application of electric power Internet of Things provided by Embodiment 2 of the present invention
Structure schematic diagram.
Specific implementation mode
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
An embodiment of the present invention provides a kind of container cluster dispatching methods for the application of electric power Internet of Things should referring to Fig. 1
Method may include：
Step S11 presets at least one container resource flexible scheduling strategy, supplies according to the feature that electric power Internet of Things is applied
User carries out self-defined selection, and container resource flexible scheduling strategy includes：Container scheduling of resource condition and cell therefor money
Source Operation Measures.
It should be noted that in existing container cluster container resource scheduling strategy, typically just be directed to container cluster
It is carried out between the container resource itself distributed, without regard to the scheduling of additional container resource.But due to electric power Internet of Things
Unstable, the big feature of application operation resource change is connected using with terminal, often pre-configured container cluster can go out
Existing container resource is not enough or free container resource is excessive, the problems such as causing the serious waste of container resource, and therefore, it is necessary to needles
Demand to user, a kind of scheduling strategy for whole container resource in existing container cluster of design.
Specifically, above-mentioned steps S11 can be realized in the following way：
The characteristics of being applied according to electric power Internet of Things presets in the container cluster management platform based on Kubernetes
A few container resource flexible scheduling strategy, the container resource flexible scheduling strategy include：
It is container colony dispatching when container resource utilization reaches first state in the container cluster being equipped with for user
New container resource；
When container resource utilization reaches the second state in the container cluster being equipped with for user, in returnable cluster
Free container resource.
In the present embodiment, Kubernetes is a progress automatically dispose between cluster system, extension and container behaviour
The Open Source Platform of the offer of work infrastructure centered on container, itself has container monitoring resource and container scheduling of resource work(
Can, certainly, the scheduling of container resource is only related to the container scheduling of resource of container cluster internal.
Referring to Fig. 2-4, this is self-defined for the container resource flexible scheduling strategy that container cluster dispatching method provides to the user
Selection.The resource of Kubernetes is divided into two attribute, compressible resource (such as CPU cycle, Disk I/O bandwidth) and can not
Compressed resource (such as memory, hard drive space), tenant have applied for a kubernetes container cluster exclusively enjoyed, the container cluster
It is made of a Master node and three Node nodes, tenant defines a CPU resilience strategy (i.e. container resource elasticity tune
Degree strategy), it is defined as reaching 80% (i.e. container scheduling of resource condition), Yun Ping using cpu resource when the entirety of container cluster
Platform distributes 4 core CPU, 8G a memories at once, and container cluster (i.e. container resource tune is added in the virtual machine Node nodes of 100G hard disks
Degree measure)；When the entirety of container cluster has used cpu resource to be less than 50%, cloud platform configures selection recycling according to Node nodes
The minimum virtual machine node Node of one configuration.
Step S12 monitors the existing container cluster of user after user chooses cell therefor resource flexible scheduling strategy
The utilization power of middle container resource.
In the present embodiment, it using the container resource monitor of Kubernetes, monitors in the existing container cluster of user
The utilization power of container resource.
Step S13, when the utilization power of the container resource monitored meets the container scheduling of resource condition selected by user,
It is the new container resource of the existing container colony dispatching of user or recycling free container according to cell therefor scheduling of resource measure
Resource.
In the present embodiment, the scheduler of kubernetes is extended using underlying resource calling interface, to realize
It is the existing container of user when the utilization power of the container resource monitored meets the container scheduling of resource condition selected by user
The new container resource of colony dispatching or recycling free container resource.Such as：When cluster entirety inadequate resource, pass through underlying resource
Dispatch interface creates empty machine or physical machine and prepackage kubernetes operating components, and container cluster is added.When cluster entirety
When resource excess leaves unused, first carry out node recycling check and adjustment, operate in idle node if any revocable container, by its into
After row adjustment, inspection and adjustment pass through, passes through underlying resource calling interface and recycle empty machine or physical machine.
In the present embodiment, said vesse colony dispatching method combination cloud computing, Internet of Things, container technique, for deployment
Electric power Internet of Things application in cloud upper container cluster provides the container cluster dispatching algorithm of extension, meets electric power Internet of Things application
The scheduling of resource demand of characteristic, supporting (can be outside scheduling container cluster according to the two level flexible scheduling of service application characteristic
Container resource), avoid resource waste and rational management use.
Container cluster dispatching method combination cloud computing provided in an embodiment of the present invention, Internet of Things, container technique, for deployment
Electric power Internet of Things application in cloud upper container cluster provides the container cluster dispatching algorithm of extension, meets electric power Internet of Things application
The scheduling of resource demand of characteristic, supporting (can be outside scheduling container cluster according to the two level flexible scheduling of service application characteristic
Container resource), avoid resource waste and rational management use.
Embodiment two
An embodiment of the present invention provides a kind of container cluster dispatching devices for the application of electric power Internet of Things, perform implementation
Method described in example one, referring to Fig. 5, which may include：Setup module 100, monitoring modular 200, processing module 300.
Setup module 100, the feature for being applied according to electric power Internet of Things preset at least one container resource flexible scheduling
Strategy carries out self-defined selection for user, and container resource flexible scheduling strategy includes：Container scheduling of resource condition and corresponding
Container scheduling of resource measure.
In the present embodiment, Kubernetes is a progress automatically dispose between cluster system, extension and container behaviour
The Open Source Platform of the offer of work infrastructure centered on container, itself has container monitoring resource and container scheduling of resource work(
Can, certainly, the scheduling of container resource is only related to the container scheduling of resource of container cluster internal.
Monitoring modular 200, for working as after user chooses cell therefor resource flexible scheduling strategy, monitoring user is existing
The utilization power of container resource in container cluster.
Processing module 300, for meeting the container resource tune selected by user when the utilization power of the container resource monitored
When degree condition, according to cell therefor scheduling of resource measure, for the new container resource of the existing container colony dispatching of user or return
Receive free container resource.
In the present embodiment, the scheduler of kubernetes is extended using underlying resource calling interface, to realize
It is the existing container of user when the utilization power of the container resource monitored meets the container scheduling of resource condition selected by user
The new container resource of colony dispatching or recycling free container resource.Such as：When cluster entirety inadequate resource, pass through underlying resource
Dispatch interface creates empty machine or physical machine and prepackage kubernetes operating components, and container cluster is added.When cluster entirety
When resource excess leaves unused, first carry out node recycling check and adjustment, operate in idle node if any revocable container, by its into
After row adjustment, inspection and adjustment pass through, passes through underlying resource calling interface and recycle empty machine or physical machine.
Specifically, setup module 100, the characteristics of being additionally operable to be applied according to electric power Internet of Things, based on Kubernetes's
In container cluster management platform, at least one container resource flexible scheduling strategy, the container resource flexible scheduling strategy are preset
Including：
It is container colony dispatching when container resource utilization reaches first state in the container cluster being equipped with for user
New container resource；
When container resource utilization reaches the second state in the container cluster being equipped with for user, in returnable cluster
Free container resource.
Monitoring modular 200 is additionally operable to the container resource monitor using Kubernetes, monitors the existing sets of containers of user
The utilization power of container resource in group.
Processing module 300 is additionally operable to meet the container resource selected by user when the utilization power of the container resource monitored
It is that the new container resource of the existing container colony dispatching of user or recycling are empty by underlying resource calling interface when schedulable condition
Not busy container resource.
Container cluster dispatching device combination cloud computing provided in an embodiment of the present invention, Internet of Things, container technique, for deployment
Electric power Internet of Things application in cloud upper container cluster provides the container cluster dispatching algorithm of extension, meets electric power Internet of Things application
The scheduling of resource demand of characteristic, supporting (can be outside scheduling container cluster according to the two level flexible scheduling of service application characteristic
Container resource), avoid resource waste and rational management use.
The embodiments of the present invention are for illustration only, can not represent the quality of embodiment.
It should be noted that：The container cluster dispatching device for the application of electric power Internet of Things that above-described embodiment provides is in reality
When being now directed to the container cluster dispatching method of electric power Internet of Things application, only with the division of above-mentioned each function module illustrate
It is bright, in practical application, it can be completed as needed and by above-mentioned function distribution by different function modules, i.e., by the inside of equipment
Structure is divided into different function modules, to complete all or part of the functions described above.In addition, above-described embodiment provides
For electric power Internet of Things application container cluster dispatching device with for electric power Internet of Things application container cluster dispatching method
Embodiment belongs to same design, and specific implementation process refers to embodiment of the method, and which is not described herein again.
One of ordinary skill in the art will appreciate that realizing that all or part of step of above-described embodiment can pass through hardware
It completes, relevant hardware can also be instructed to complete by program, the program can be stored in a kind of computer-readable
In storage medium, storage medium mentioned above can be read-only memory, disk or CD etc..
The foregoing is merely presently preferred embodiments of the present invention, is not intended to limit the invention, it is all the present invention spirit and
Within principle, any modification, equivalent replacement, improvement and so on should all be included in the protection scope of the present invention.
Claims (8)
1. a kind of container cluster dispatching method for the application of electric power Internet of Things, which is characterized in that including：
According to the feature that electric power Internet of Things is applied, at least one container resource flexible scheduling strategy is preset, is made by oneself for user
Justice selection, the container resource flexible scheduling strategy include：Container scheduling of resource condition and cell therefor scheduling of resource are arranged
It applies；
After user chooses cell therefor resource flexible scheduling strategy, container resource in the existing container cluster of user is monitored
Utilization power；
When the utilization power of the container resource monitored meets the container scheduling of resource condition selected by user, hold according to corresponding
Device scheduling of resource measure is the new container resource of the existing container colony dispatching of user or recycling free container resource.
2. according to the method described in claim 1, it is characterized in that, the feature applied according to electric power Internet of Things, presets to
A few container resource flexible scheduling strategy, including：
The characteristics of being applied according to electric power Internet of Things presets at least one in the container cluster management platform based on Kubernetes
A container resource flexible scheduling strategy, the container resource flexible scheduling strategy include：
It is that container colony dispatching is new when container resource utilization reaches first state in the container cluster being equipped with for user
Container resource；
It is idle in returnable cluster when container resource utilization reaches the second state in the container cluster being equipped with for user
Container resource.
3. according to the method described in claim 2, it is characterized in that, described when user chooses cell therefor resource flexible scheduling
After strategy, the utilization power of container resource in the existing container cluster of user is monitored, including：
Using the container resource monitor of Kubernetes, the utilization feelings of container resource in the existing container cluster of user are monitored
Condition.
4. according to the method described in claim 3, it is characterized in that, described when the utilization power of the container resource monitored meets
It is the existing container cluster of user according to cell therefor scheduling of resource measure when container scheduling of resource condition selected by user
New container resource or recycling free container resource are dispatched, including：
When the utilization power of the container resource monitored meets the container scheduling of resource condition selected by user, pass through underlying resource
Calling interface is the new container resource of the existing container colony dispatching of user or recycling free container resource.
5. a kind of container cluster dispatching device for the application of electric power Internet of Things, which is characterized in that including：
Setup module, the feature for being applied according to electric power Internet of Things preset at least one container resource flexible scheduling strategy, supply
User carries out self-defined selection, and the container resource flexible scheduling strategy includes：Container scheduling of resource condition and corresponding appearance
Device scheduling of resource measure；
Monitoring modular monitors the existing sets of containers of user for working as after user chooses cell therefor resource flexible scheduling strategy
The utilization power of container resource in group；
Processing module, for meeting the container scheduling of resource condition selected by user when the utilization power of the container resource monitored
When, it is that the new container resource of the existing container colony dispatching of user or recycling are idle according to cell therefor scheduling of resource measure
Container resource.
6. device according to claim 5, which is characterized in that the setup module is additionally operable to be answered according to electric power Internet of Things
With the characteristics of, in the container cluster management platform based on Kubernetes, preset at least one container resource flexible scheduling plan
Slightly, the container resource flexible scheduling strategy includes：
It is that container colony dispatching is new when container resource utilization reaches first state in the container cluster being equipped with for user
Container resource；
It is idle in returnable cluster when container resource utilization reaches the second state in the container cluster being equipped with for user
Container resource.
7. device according to claim 6, which is characterized in that the monitoring modular is additionally operable to using Kubernetes's
Container resource monitor monitors the utilization power of container resource in the existing container cluster of user.
8. device according to claim 7, which is characterized in that the processing module is additionally operable to when the container money monitored
It is that user is existing by underlying resource calling interface when the utilization power in source meets the container scheduling of resource condition selected by user
The new container resource of container colony dispatching or recycling free container resource.
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| CN109614226A (en) * | 2018-11-20 | 2019-04-12 | 武汉烽火信息集成技术有限公司 | A kind of stateful application memory management method based on Kubernetes |
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| CN113065785A (en) * | 2021-04-13 | 2021-07-02 | 国网江苏省电力有限公司信息通信分公司 | Dynamic resource expansion method for electric power internet of things management platform |
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| US11496499B2 (en) | 2020-09-30 | 2022-11-08 | Hewlett Packard Enterprise Development Lp | Preventing scheduling or executing a resource on an inconsistent host node |
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Application publication date: 20181109 |