CN107943586A - A kind of virtualization resource priority control method, device, equipment and system - Google Patents
A kind of virtualization resource priority control method, device, equipment and system Download PDFInfo
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5061—Partitioning or combining of resources
- G06F9/5077—Logical partitioning of resources; Management or configuration of virtualized resources
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Abstract
The invention discloses a kind of virtualization resource priority control method, resource prioritization is managed for granularity compared to virtual machine is based in existing scheme, this programme is based on each application in each virtual machine and resource prioritization is managed for granularity, that is, based on the resource use priority management applied in virtual machine, granularity is significantly less than the other resource prioritization management of common virtual machine-level, and, by the setting that resource guarantee is carried out for known application in virtual machine, it can ensure use quota of the crucial application to resource, in addition, the limitation used for unknown risk application progress resource, so as to avoid because resource caused by risk case uses consumption.The invention also discloses a kind of virtualization resource priority control apparatus, equipment, system and computer-readable recording medium, above-mentioned technique effect can be equally realized.
Description
Technical field
The present invention relates to resource prioritization control technology field, more specifically to a kind of virtualization resource priority
Control method, device, equipment, system and computer-readable recording medium.
Background technology
Tradition virtual resource two priority classes under virtualization are all based on the progress of virtual machine granularity, for every kind of money
Source, the priority that different virtual machines is set are different；The benefit of this collocation method be can by virtual machine granularity to business into
Row division, and corresponding external resource priority guarantee is configured, such as storage resource priority, computing resource priority, net
Network resource prioritization.But the method has that application scenes are difficult to solve, for example, user business virtual machine except
Outside the application software of operation business, also arranging other necessary softwares, the installation of these softwares can be virtual in empty machine
Various resources are fought in machine, such as：Antivirus software, operation management software etc..In addition, some abnormal conditions cause in virtual machine not
Controllable application consumes resources of virtual machine, such as：Virtual machine has suffered virus, virtual machine has suffered wooden horse etc..
Therefore, how the resource prioritization of virtual machine is controlled, the reasonable employment of Support Resource, is art technology
Personnel's problem to be solved.
The content of the invention
It is an object of the invention to provide a kind of virtualization resource priority control method, device, equipment, system and calculating
Machine readable storage medium storing program for executing, is controlled the resource prioritization of virtual machine with realizing, the reasonable employment of Support Resource.
To achieve the above object, an embodiment of the present invention provides following technical solution：
A kind of virtualization resource priority control method, including：
Receive the target resource that virtual machine is sent and obtain request；The target resource obtains request and carries the target resource
Obtain the application attribute of the request person of sending；
The acquired Destination Resource Type of request is obtained using target resource, obtains the corresponding application of request with target resource
Attribute and pre-set priority policy, determine that target resource obtains the precedence information of request；
Target resource is obtained into request and corresponding precedence information is sent to corresponding target resource respond module, with
Make corresponding target resource respond module obtain request to target resource according to precedence information to respond.
Wherein, before receiving the target resource acquisition request that virtual machine is sent, further include：
Application recognition module on virtual machine obtains the characteristic of request according to target resource, identifies target resource
The application attribute of the request person of sending is obtained, and target resource is obtained into request and corresponding application attribute progress mapping association.
Wherein, the application recognition module on virtual machine obtains the characteristic of request according to target resource, knows
Other target resource obtains the application attribute of the request person of sending, including：
Application recognition module on virtual machine obtains the underlying parameter of request according to target resource, identifies the target
The application attribute for the person of sending is asked in resource acquisition；
If cannot recognize that the target resource obtains the application attribute of the request person of sending according to the underlying parameter, obtain
Take the target resource to obtain the cybernetics control number of request, identify that the target resource obtains and ask the application for the person of sending to belong to
Property.
Wherein, it is described to obtain the acquired Destination Resource Type of request using target resource, obtain and ask with target resource
Corresponding application attribute and pre-set priority policy, determine that target resource obtains the precedence information of request, bag
Include：
Determine that the target resource obtains the acquired Destination Resource Type of request；
The application attribute of request is obtained according to the Destination Resource Type and the target resource, from pre-set resource
In guarantee strategies and resource constraint strategy, determine that the target resource obtains the precedence information of request.
A kind of virtualization resource priority control apparatus, including：
Receiving module, the target resource for receiving virtual machine transmission obtain request；The target resource obtains request and takes
The application attribute of the request person of sending is obtained with the target resource；
Priority Determination module, for obtaining the acquired Destination Resource Type of request using target resource, being provided with target
Source, which obtains, asks corresponding application attribute and pre-set priority policy, determines that target resource obtains the preferential of request
Level information；
Sending module, provides for sending target resource acquisition request and corresponding precedence information to corresponding target
Source respond module, rings so that corresponding target resource respond module obtains request according to precedence information to target resource
Should.
Wherein, the Priority Determination module, including：
Resource type determination unit, for determining that the target resource obtains the acquired Destination Resource Type of request；
Priority determining unit, the application for obtaining request according to the Destination Resource Type and the target resource belong to
Property, from pre-set resource guarantee strategy and resource constraint strategy, determine that the target resource obtains the priority of request
Information.
A kind of virtualization resource two priority classes equipment, including：
Memory, for storing computer program；
Processor, for performing computer program when, realize the step of above-mentioned virtualization resource priority control method
Suddenly.
A kind of computer-readable recording medium, is stored with computer program on the computer-readable recording medium, described
The step of above-mentioned virtualization resource priority control method is realized when computer program is executed by processor.
A kind of virtualization resource priority control system, including virtual machine layer, virtualization resource management level and resource response
Layer；
Virtual machine is used to send target resource acquisition request to virtualization resource management level on the virtual machine layer；The mesh
Mark resource acquisition request and carry the application attribute that the target resource obtains the request person of sending；
The virtualization resource management level, for using target resource obtain the acquired Destination Resource Type of request, with
Target resource, which obtains, asks corresponding application attribute and pre-set priority policy, determines that target resource obtains request
Precedence information, and by target resource obtain request and corresponding precedence information send to the resource response layer, with
Corresponding target resource respond module in the resource response layer is set to respond target resource acquisition request.
Wherein, the virtual machine layer is specifically used for：
By the application recognition module on virtual machine, the characteristic of request is obtained according to target resource, identifies mesh
The application attribute of the resource acquisition request person of sending is marked, and target resource acquisition request and corresponding application attribute are subjected to mapping pass
Connection.
By above scheme, a kind of virtualization resource priority control method provided in an embodiment of the present invention, including：
Receive the target resource that virtual machine is sent and obtain request；The target resource obtains request and carries the target resource acquisition request
The application attribute for the person of sending；The acquired Destination Resource Type of request is obtained using target resource, obtains and asks with target resource
Corresponding application attribute and pre-set priority policy, determine that target resource obtains the precedence information of request；By mesh
Mark resource acquisition request and corresponding precedence information are sent to corresponding target resource respond module, so that corresponding target
Resource response module obtains request to target resource according to precedence information and responds.
As it can be seen that resource prioritization is managed for granularity in the present solution, being based on virtual machine in compared to existing scheme,
This programme is based on each application in each virtual machine and resource prioritization is managed for granularity, that is to say, that based in virtual machine
The resource use priority management of application, granularity smaller, the management to resource is more precisely effectively, also, by for virtual
Known application carries out the setting of resource guarantee in machine, use quota of the crucial application to resource can be ensured, in addition, for not
The risk application known carries out the limitation that resource uses, so as to avoid because resource caused by risk case uses consumption.The present invention
A kind of virtualization resource priority control apparatus, equipment, system and computer-readable recording medium are also disclosed, can equally be realized
Above-mentioned technique effect.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
There is attached drawing needed in technology description to be briefly described, it should be apparent that, drawings in the following description are only this
Some embodiments of invention, for those of ordinary skill in the art, without creative efforts, can be with
Other attached drawings are obtained according to these attached drawings.
Fig. 1 is a kind of virtualization resource priority control method flow diagram disclosed by the embodiments of the present invention；
Fig. 2 is resource request flow diagram disclosed by the embodiments of the present invention；
Fig. 3 is policy distribution flow diagram disclosed by the embodiments of the present invention；
Fig. 4 is policy update flow diagram disclosed by the embodiments of the present invention；
Fig. 5 is a kind of virtualization resource priority control apparatus structure diagram disclosed by the embodiments of the present invention；
Fig. 6 is a kind of virtualization resource priority control system structure diagram disclosed by the embodiments of the present invention.
Embodiment
Below in conjunction with the attached drawing in the embodiment of the present invention, the technical solution in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, those of ordinary skill in the art are obtained every other without creative efforts
Embodiment, belongs to the scope of protection of the invention.
The embodiment of the invention discloses a kind of virtualization resource priority control method, device, equipment, system and computer
Readable storage medium storing program for executing, is controlled the resource prioritization of virtual machine with realizing, the reasonable employment of Support Resource.
Referring to Fig. 1, a kind of virtualization resource priority control method provided in an embodiment of the present invention, including：
S101, receive the target resource acquisition request that virtual machine is sent；The target resource obtains request and carries the mesh
Mark the application attribute of the resource acquisition request person of sending；
Wherein, before receiving the target resource acquisition request that virtual machine is sent, further include：
Application recognition module on virtual machine obtains the characteristic of request according to target resource, identifies target resource
The application attribute of the request person of sending is obtained, and target resource is obtained into request and corresponding application attribute progress mapping association.
It should be noted that it is provided with each virtual machine in this programme using recognizer component, specifically, the component
In VME operating system, the characteristics of the name of the process asked by the component resource acquisition, data traffic, should
The collection of the features such as behavior, using recognition methods such as rule base or action learnings, identifies current calling system resource
Application attribute, which includes Apply Names, process is numbered etc., and the resource used and application attribute is mapped
Association, the information after association, passes to virtualization resource management level, by virtualization resource management level by internal agreement
Resource usage policy management assembly come determine current goal resource acquisition request precedence information.
S102, obtained using target resource the acquired Destination Resource Type of request, be corresponding with target resource acquisition request
Application attribute and pre-set priority policy, determine target resource obtain request precedence information；
Specifically, association of this programme by receiving the application attribute and resource request that are passed over using recognizer component is believed
Breath, priority management is carried out by use request of the application in each virtual machine and virtual machine to resource.
Ask the resource type to be obtained following including being not limited to it should be noted that each target resource obtains
Resource type：CPU (central processing unit, Central Processing Unit) resource, storage resource, Internet resources, use
NFV (network function virtualizes, Network Function Virtualization) component resources etc.；And this programme is advance
There is provided priority policy, which specifically illustrates the priority of the corresponding different resource type of different application attribute
Information, therefore, after the resource usage policy management assembly in virtualization resource management level have received target resource acquisition request, such as
Fruit knows that the target resource obtains the application attribute of request and required resource type, can be according to the priority plan prestored
The precedence information that target resource obtains request is slightly searched, by this way, corresponding resource can be distributed to different applications
Use quota；That is, if the application attribute that target resource obtains request is not known, then can limit its resource allocation
Amount, such as distribution one acquiescence relatively low precedence information so that avoid because caused by risk case resource use
Consumption.
S103, by target resource obtain request and corresponding precedence information send to corresponding target resource respond mould
Block, responds so that corresponding target resource respond module obtains request according to precedence information to target resource.
Specifically, after the precedence information that target resource obtains request is determined, and the precedence information and resource are obtained
Take request to send to corresponding resource response component, by the system resource respond module in corresponding resource response component according to
Precedence information responds corresponding resource acquisition request, to achieve the purpose that two priority classes.Resource response group in this programme
Part includes being not limited to computing resource component, storage resource component, Internet resources component, NFV components etc..
Based on above-described embodiment, in the present embodiment, the application recognition module on virtual machine is provided according to target
Source obtains the characteristic of request, and identification target resource obtains the application attribute of the request person of sending, including：
Application recognition module on virtual machine obtains the underlying parameter of request according to target resource, identifies the target
The application attribute for the person of sending is asked in resource acquisition；
If cannot recognize that the target resource obtains the application attribute of the request person of sending according to the underlying parameter, obtain
Take the target resource to obtain the cybernetics control number of request, identify that the target resource obtains and ask the application for the person of sending to belong to
Property.
Specifically, in the present embodiment, the identification to application includes following two situations：If for clear and definite feature
Using can identify specific application, such as the underlying parameter according to application in Request System resource：IP (the nets of application
The agreement interconnected between network, Internet Protocol) address or port can Direct Recognition go out the attribute of application, then can be straight
Connect and corresponding two priority classes are carried out to application.But for the indefinite application of feature, can by the behavior to application into
Row study, dynamically identifies the type of application, then carries out dynamic priority adjustment and control；The application which uses
The feature of cybernetics control number including correlated resources, the behavior for opening port, IO (input/output, Input/Output) please
Ask feature, feature of network packet of data etc..
Referring to Fig. 2, the application identification driving in Fig. 2, which represents to be arranged in different virtual machine, applies recognizer component, passes through
Application identification driving receives resource request, and is forwarded to policy management module after identifying application；Such as the policy management module in 2
For the resource usage policy management assembly in this programme in virtualization resource management level, specifically for the application according to resource request
Attribute and resource acquisition type determine priority, and can be ranked up according to priority, are rung so as to send to corresponding resource
Module is answered, resource request is responded by corresponding resource response module.
It is described to obtain the acquired Destination Resource Type of request and mesh using target resource based on above-mentioned any embodiment
Mark resource acquisition and ask corresponding application attribute and pre-set priority policy, determine that target resource obtains request
Precedence information, including：
Determine that the target resource obtains the acquired Destination Resource Type of request；
The application attribute of request is obtained according to the Destination Resource Type and the target resource, from pre-set resource
In guarantee strategies and resource constraint strategy, determine that the target resource obtains the precedence information of request.
Specifically, in the present embodiment, specifically wrapped in priority policy of the virtualization resource management level configuration based on application
Include：Resource guarantee strategy based on application and the resource constraint strategy based on application, different answer is determined by both strategies
With the precedence information using different resource.
In the present solution, resource guarantee strategy for ensure application valuable source strategy, such as：Set needs using A
The valuable source of guarantee is storage resource, then after receiving the request using the A acquisition storage resources sent, it is determined that with answering
It is high priority with the corresponding precedence informations of A, and the resource request of application A and precedence information is sent to corresponding storage
Resource response module, is asked so as to the storage resource of storage resource respond module priority treatment application A；
Similarly, resource constraint strategy is the strategy of limitation application resource, such as：The resource limited using B needs is set
For cpu resource, then after receiving the request using the B acquisition cpu resources sent, it is determined that priority corresponding with application B
Information is low priority, so sends the resource request of application B and precedence information to corresponding cpu resource respond module,
So that cpu resource respond module prolongs the cpu resource request of after-treatment applications B.
It should be noted that the resource guarantee strategy and resource constraint strategy in this programme can pass through administrative staff
Carry out self-defined setting, and in practical application, the acquisition request of the different resource of different application transmission can be received, this
When, the resource acquisition of different resource can be asked to be ranked up according to priority orders, and send to corresponding resource response mould
Block, so that resource response module can handle each resource request according to priority orders.
It is understood that referring to Fig. 3, the strategy that this programme has configured can be based on virtual machine, virtual robot arm, Yong Huji
The modes such as organizational structure, are distributed in the virtual machine accordingly covered.Strategy in not outer this programme can equally be distributed to virtualization
The resource response component that resource management layer-management arrives, such as：In managing computing resources module, storage assembly in computation module
Network resource managing module in storage resource management module, Internet resources component etc..Likewise, referring to Fig. 4, work as policy update
Afterwards, can be by the renewal in real time of the strategy after renewal into various components.
It should be noted that in the present solution, processing priority strategy can be issued in the updated using recognizer component and
Resource response module, the information such as other strategies or rule, can equally be issued to corresponding answer using policy management module
With identification driving and/or resource response module；Such as：When the application recognition rule storehouse renewal in application recognizer component, renewal
Rule base can be automatically distributed to and be mounted with the virtual machine using recognizer component by policy management module.
Priority control apparatus provided in an embodiment of the present invention is introduced below, two priority classes dress described below
Putting can be cross-referenced with above-described priority control method.
Referring to Fig. 5, a kind of virtualization resource priority control apparatus provided in an embodiment of the present invention, including：
Receiving module 100, the target resource for receiving virtual machine transmission obtain request；The target resource obtains request
Carry the application attribute that the target resource obtains the request person of sending；
Priority Determination module 200, for obtaining the acquired Destination Resource Type and target of request using target resource
Corresponding application attribute and pre-set priority policy are asked in resource acquisition, determine that target resource obtains the excellent of request
First level information；
Sending module 300, for sending target resource acquisition request and corresponding precedence information to corresponding mesh
Resource response module is marked, is carried out so that corresponding target resource respond module obtains request according to precedence information to target resource
Response.
Based on above-described embodiment, the Priority Determination module, including：
Resource type determination unit, for determining that the target resource obtains the acquired Destination Resource Type of request；
Priority determining unit, the application for obtaining request according to the Destination Resource Type and the target resource belong to
Property, from pre-set resource guarantee strategy and resource constraint strategy, determine that the target resource obtains the priority of request
Information.
The embodiment of the present invention provides a kind of virtualization resource two priority classes equipment, including：
Memory, for storing computer program；
Processor, for performing computer program when, realize that the virtualization resource described in above-mentioned any embodiment is preferential
The step of level control method.
The embodiment of the present invention provides a kind of computer-readable recording medium, is stored with the computer-readable recording medium
Computer program, the computer program are realized when being executed by processor the computer program described in above-mentioned any embodiment
The step of virtualization resource priority control method.
Referring to Fig. 6, a kind of virtualization resource priority control system of offer of the embodiment of the present invention, including virtual machine layer 400,
Virtualization resource management level 500 and resource response layer 600；
Virtual machine is used to send target resource acquisition request to virtualization resource management level 500 on the virtual machine layer 400；
The target resource obtains request and carries the application attribute that the target resource obtains the request person of sending；
The virtualization resource management level 500, the Destination Resource Type acquired for utilization target resource acquisition request,
The corresponding application attribute of request and pre-set priority policy are obtained with target resource, determines that target resource obtains and asks
The precedence information asked, and target resource acquisition request and corresponding precedence information are sent to the resource response layer
600, so that corresponding target resource respond module responds target resource acquisition request in the resource response layer 60.
Based on above-described embodiment, the virtual machine layer is specifically used for：
By the application recognition module on virtual machine, the characteristic of request is obtained according to target resource, identifies mesh
The application attribute of the resource acquisition request person of sending is marked, and target resource acquisition request and corresponding application attribute are subjected to mapping pass
Connection.
In conclusion in the present solution, setting the virtual machine application recognizer component based on application feature and behavior to identify
Using specifically, which is installed in the driving of virtual machine, is carried out by self-built passage and virtualization resource management level
Communicate, and the application of resource can be asked by rule learning, rule is asked comprising Apply Names, process numbering, IO is not limited to
Seek feature, the feature of network packet of data；Alternatively, this component can learn the application of request resource, study with Behavior-based control
Method include and be not limited to the feature of correlated resources, open port behavior.
Further, resource prioritization management assembly of this programme based on application determines the priority of resource request；Specifically
For, this component is installed on virtualization resource management level, responsible coordination resources requesting party and resource response side, and this component
Rule can be with real-time update to application recognition module and resource response side, so as to bring and lead to the precedence information of resource request into
Resource response side is known, so that resource response side can be handled according to priority.
Finally, this programme is asked by setting to obtain come resource response with each resource response component；Specifically, this group
Part can identify the precedence information in the resource request of resource usage policy management assembly forwarding, and according to preferential in request
Level information is reasonably responded, to achieve the purpose that two priority classes.
Each embodiment is described by the way of progressive in this specification, what each embodiment stressed be and other
The difference of embodiment, between each embodiment identical similar portion mutually referring to.
The foregoing description of the disclosed embodiments, enables professional and technical personnel in the field to realize or use the present invention.
A variety of modifications to these embodiments will be apparent for those skilled in the art, as defined herein
General Principle can be realized in other embodiments without departing from the spirit or scope of the present invention.Therefore, it is of the invention
The embodiments shown herein is not intended to be limited to, and is to fit to and the principles and novel features disclosed herein phase one
The most wide scope caused.
Claims (10)
- A kind of 1. virtualization resource priority control method, it is characterised in that including：Receive the target resource that virtual machine is sent and obtain request；The target resource obtains request and carries the target resource acquisition Ask the application attribute for the person of sending；The acquired Destination Resource Type of request, application category corresponding with target resource acquisition request are obtained using target resource Property and pre-set priority policy, determine target resource obtain request precedence information；Target resource is obtained into request and corresponding precedence information is sent to corresponding target resource respond module, so that right The target resource respond module answered obtains request to target resource according to precedence information and responds.
- 2. virtualization resource priority control method according to claim 1, it is characterised in that receive what virtual machine was sent Before target resource obtains request, further include：Application recognition module on virtual machine obtains the characteristic of request according to target resource, and identification target resource obtains The application attribute for the person of sending is asked, and target resource is obtained into request and corresponding application attribute progress mapping association.
- 3. virtualization resource priority control method according to claim 2, it is characterised in that described on virtual machine Application recognition module according to target resource obtain request characteristic, identification target resource obtain request the person of sending application Attribute, including：Application recognition module on virtual machine obtains the underlying parameter of request according to target resource, identifies the target resource Obtain the application attribute of the request person of sending；If cannot recognize that the target resource obtains the application attribute of the request person of sending according to the underlying parameter, institute is obtained The cybernetics control number that target resource obtains request is stated, identifies that the target resource obtains the application attribute of the request person of sending.
- 4. virtualization resource priority control method as claimed in any of claims 1 to 3, it is characterised in that institute State using target resource obtain the acquired Destination Resource Type of request, with the corresponding application attribute of target resource acquisition request, And pre-set priority policy, determine that target resource obtains the precedence information of request, including：Determine that the target resource obtains the acquired Destination Resource Type of request；The application attribute of request is obtained according to the Destination Resource Type and the target resource, from pre-set resource guarantee In strategy and resource constraint strategy, determine that the target resource obtains the precedence information of request.
- A kind of 5. virtualization resource priority control apparatus, it is characterised in that including：Receiving module, the target resource for receiving virtual machine transmission obtain request；The target resource obtains request and carries institute State the application attribute that target resource obtains the request person of sending；Priority Determination module, for obtaining the acquired Destination Resource Type of request using target resource, being obtained with target resource Take and ask corresponding application attribute and pre-set priority policy, determine that target resource obtains the priority letter of request Breath；Sending module, rings for sending target resource acquisition request and corresponding precedence information to corresponding target resource Module is answered, is responded so that corresponding target resource respond module obtains request according to precedence information to target resource.
- 6. virtualization resource priority control apparatus according to claim 5, it is characterised in that the priority determines mould Block, including：Resource type determination unit, for determining that the target resource obtains the acquired Destination Resource Type of request；Priority determining unit, for obtaining the application attribute of request according to the Destination Resource Type and the target resource, From pre-set resource guarantee strategy and resource constraint strategy, determine that the target resource obtains the priority letter of request Breath.
- A kind of 7. virtualization resource two priority classes equipment, it is characterised in that including：Memory, for storing computer program；Processor, is realized during for performing the computer program as Claims 1-4 any one of them virtualization resource is excellent The step of first level control method.
- 8. a kind of computer-readable recording medium, it is characterised in that be stored with computer on the computer-readable recording medium Program, is realized when the computer program is executed by processor as Claims 1-4 any one of them virtualization resource is preferential The step of level control method.
- A kind of 9. virtualization resource priority control system, it is characterised in that including virtual machine layer, virtualization resource management level and Resource response layer；Virtual machine is used to send target resource acquisition request to virtualization resource management level on the virtual machine layer；The target money Source obtains request and carries the application attribute that the target resource obtains the request person of sending；The virtualization resource management level, for obtaining the acquired Destination Resource Type and target of request using target resource Corresponding application attribute and pre-set priority policy are asked in resource acquisition, determine that target resource obtains the excellent of request First level information, and target resource acquisition request and corresponding precedence information are sent to the resource response layer, so that institute Corresponding target resource respond module in resource response layer is stated to respond target resource acquisition request.
- 10. virtualization resource priority control system according to claim 9, it is characterised in that the virtual machine layer tool Body is used for：By the application recognition module on virtual machine, the characteristic of request is obtained according to target resource, identifies target money Source obtains the application attribute of the request person of sending, and target resource is obtained request and corresponding application attribute progress mapping association.
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| CN114531287A (en) * | 2022-02-17 | 2022-05-24 | 恒安嘉新（北京）科技股份公司 | Method, device, equipment and medium for detecting virtual resource acquisition behavior |
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