CN105468435A - NFV dynamic resource distribution method - Google Patents

NFV dynamic resource distribution method Download PDF

Info

Publication number
CN105468435A
CN105468435A CN201510992843.9A CN201510992843A CN105468435A CN 105468435 A CN105468435 A CN 105468435A CN 201510992843 A CN201510992843 A CN 201510992843A CN 105468435 A CN105468435 A CN 105468435A
Authority
CN
China
Prior art keywords
virtual machine
resource
vnf
vnfc
virtual
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201510992843.9A
Other languages
Chinese (zh)
Inventor
逯利军
钱培专
李克民
张树民
尹菲
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
CERTUSNET CORP
Original Assignee
CERTUSNET CORP
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by CERTUSNET CORP filed Critical CERTUSNET CORP
Priority to CN201510992843.9A priority Critical patent/CN105468435A/en
Publication of CN105468435A publication Critical patent/CN105468435A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44Arrangements for executing specific programs
    • G06F9/455Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533Hypervisors; Virtual machine monitors
    • G06F9/45558Hypervisor-specific management and integration aspects
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5061Partitioning or combining of resources
    • G06F9/5077Logical partitioning of resources; Management or configuration of virtualized resources
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44Arrangements for executing specific programs
    • G06F9/455Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533Hypervisors; Virtual machine monitors
    • G06F9/45558Hypervisor-specific management and integration aspects
    • G06F2009/4557Distribution of virtual machine instances; Migration and load balancing

Landscapes

  • Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)

Abstract

The invention relates to an NFV dynamic resource distribution method. The method comprises the steps that a virtual machine periodically reports a resource occupation condition and a VNF (Virtualized Network Function) or VNFC (Virtualized Network Function Infrastructure) running in the virtual machine to MANO (Management and Orchestration); the MANO collects the resource occupation condition of each virtual machine and priority information of the VNF or VNFC running in the virtual machine, and performs updating and recording; and the MANO performs inter-virtual machine virtual resource optimization or cross-virtual network or cross-physical network virtual resource optimization according to record information, wherein different processing is carried out according to the state of each virtual machine and the priority of the VNF or VNFC running in the virtual machine during the virtual resource optimization, and the cross-virtual network or cross-physical network virtual resource optimization can be carried out when no available resources are in a same virtual network. With the adoption of the NFV dynamic resource distribution method, the occupation condition of virtual resources in each virtual machine is automatically detected, so that the resource occupation and service performance of a high-priority service can be ensured preferentially; idle virtual resources in the virtual machine are released, so that more services can be extended; and therefore, the method has a wider application range.

Description

NFV dynamic resource allocation method
Technical field
The present invention relates to virtual machine technique field, particularly relate to resources of virtual machine distribution technique field, specifically refer to a kind of NFV dynamic resource allocation method.
Background technology
NFV (NetworkFunctionVirtualization), namely network function is virtual, is the general purpose hardware by using the standards such as x86, and by Intel Virtualization Technology, carry various network software function, thus reduce the technology of expensive network equipment cost.NFV is by abstract in by concrete function software and hardware decoupling zero, achieve the flexible loading of software, network equipment function is made to be no longer dependent on specialized hardware, resource can be shared fully flexibly, achieve fast Development and the deployment of new business, and automatic deployment, elastic telescopic, fault isolation and self-healing etc. can be carried out based on practical business demand.
The framework of NFV as shown in Figure 1, mainly comprise NFVI (NetworkFunctionVirtualizationInfrastructure), this three part of VNF (VirtualizedNetworkFunction), MANO (ManagementandOrchestration).Wherein, NFVI primary responsibility will calculate, and store, the hardware resource all-round virtualization of network, and be mapped to virtual resource.VNF utilizes software to realize various traditional physical network function, and VNF operates on NFVI, uses the various calculating after NFVI is virtual, the virtual resource of storage and network function.MANO is responsible for life cycle management to the software and hardware resources of NFVI and layout, and to the life cycle management of VNF and layout, what it was paid close attention to is that virtual management tasks all under NFV framework: VIM (VirtualizedInfrastructureManagers) is responsible for carrying out unified management to physical hardware virtual resources, monitoring, optimizes; VNFManagers is responsible for the life cycle management of VNF; And Orchestrator is responsible for layout and the management of basic resource and upper layer software (applications) resource, realize network service.From the angle of installation and deployment, what NFVI was corresponding is virtualization software, and VNF is then virtual machine.VNF passes through management and the layout of MANO, and the virtual resources that NFVI provides runs network of relation function.MANO then manages VNF by VIM and VNFManager and takies situation to virtual resource.
In the framework of NFV, as shown in Figure 1, each VNF is carried out from different logical blocks by different interfaces alternately.By SWA-1 interactive interfacing between VNF; And between VNFC for some VNF, then by SWA-2 interactive interfacing; VNF is undertaken alternately by SWA-3 interface and VNFManager; By SWA-4 interface and EM mutual; By SWA-5 interface and NFVI mutual.
Although specific definition these interfaces and relevant details in the standard of NFV, for the virtual resource how effectively using NFVI in specific implementation process in each VNF, not concrete definition.And in real world applications, in a virtualized real network, because multiple virtual network uses the physical network resource of a set of bottom jointly, therefore how distribution and management are optimized to physical network resource and virtual network resource, while not reducing VNF performance, effectively utilize physical resource and virtual resource, just become a very important problem.
Existing virtual network resource allocation techniques comprises static allocation and dynamic assignment, and the latter's dynamic according to the loading condition in virtual network, occupation condition, virtual network resource is adjusted and optimizes, thus the performance that can improve whole network and the performance of business run in virtual network.
Present stage, in OpenFlow, relating to virtual resource allocation, by giving each virtual network by the Resource Allocation in Networks of bottom in OpenFlow, formulating respective flow management strategy by each virtual network, manage the resource of this intra-virtual-network, its basic step as shown in Figure 2.
This sets of plan includes when setting up virtual network and carries out Resourse Distribute to it, but does not relate to the rational allocation and optimization of between virtual network, carrying out resource.
Therefore, in NFV, how in the middle of VNF runs, reallocating dynamically, realize the optimization of the utilization of resources to resource, improve the performance of VNF and the efficiency of whole NFV system, is a problem being worth research and innovation.This patent puts up with the solution that this problem proposes innovation.
Summary of the invention
The object of the invention is the shortcoming overcoming above-mentioned prior art, provide a kind of optimization that can realize solving physical resource and virtual resource in traditional NFV system and use, the utilization factor of virtual resource is improved, better ensures and improve the function of VNF.
To achieve these goals, NFV dynamic resource allocation method of the present invention has following formation:
This NFV dynamic resource allocation method, its principal feature is, described method comprises the following steps:
(1) VNF or the VNFC priority period of occupation condition and operation on it is reported to MANO by virtual machine;
(2) the MANO occupation condition of collecting each virtual machine and VNF or VNFC precedence information that it runs more new record;
(3) MANO is according to virtual resource optimization between recorded information execution virtual machine or across between virtual network or across virtual resource optimization between physical network.
Preferably, before described step (1), comprise the following steps:
(0-1) MANO described in is that the occupation condition of the virtual machine running VNF or VNFC arranges resource occupation threshold value, and described resource occupation threshold value includes but not limited to:
T1: when the resources occupation rate of virtual machine is more than T1, identifies this virtual machine for increasing resource-candidate virtual machine;
T3: when the resources occupation rate of virtual machine is lower than T3, identifies this virtual machine for closing resource-candidate virtual machine;
T2: the resources occupation rate of virtual machine lower than T2 higher than T3 time, identify this virtual machine for providing resource-candidate virtual machine;
And T1>T2>T3.
Preferably, between described step (0-1) and (1), further comprising the steps of:
(0-2) MANO described in arranges priority to VNF or VNFC run on a virtual machine, and described priority includes but not limited to:
VIP: do not allow be interrupted or reduce performance;
IP: allow momentary interruption or reduce performance;
NIP: allow short interruptions or reduce performance.
Preferably, described step (3), comprises the following steps:
(3-1) MANO described in judges the priority of VNF or VNFC that virtual machine runs, if the priority of this VNF or VNFC is highest level, then continue step (3-2), if the priority of this VNF or VNFC is non-highest level, then continue step (3-3);
(3-2) judge the state of this virtual machine, if need to increase resource, then continue step (3-4), if maybe can resource be provided for resource can be closed, then do not process, continue step (1);
(3-3) judge the state of this virtual machine, if need to increase resource, then continue step (3-4), if for resource can be closed or for providing resource, continue step (3-5);
(3-4) for this virtual machine increases resource, step (1) is continued;
(3-5) close this virtual machine, and VNF or VNFC that this virtual machine runs is transferred to other and can provide on the virtual machine of resource and run.
More preferably, described is this virtual machine increase resource, comprises the following steps:
(3-4-1) judge whether unappropriated resource, if so, then this unappropriated resource has been increased to virtual machine, otherwise continue step (3-4-2);
(3-4-2) judge the priority of VNF or VNFC that this virtual machine runs, if limit priority, then continue step (3-4-3), otherwise continue step (3-4-4);
(3-4-3) judge whether that the virtual machine of VNF or VNFC running non-limit priority maybe can provide resource status for closing resource, if so, then continue step (3-4-5), otherwise continue step (3-4-6);
(3-4-4) judge whether that priority maybe can provide resource status less than or equal to the virtual machine of this virtual machine for closing resource, if so, then continue step (3-4-5), otherwise continue step (3-4-6);
(3-4-5) resource of the virtual machine of resource status available closed resource maybe can be provided to be increased to this virtual machine;
(3-4-6) judge whether there is available resource in virtual resource that another set of virtual network maps.
Further, the described resource of the virtual machine of resource status that available closed resource maybe can be provided is increased to this virtual machine, comprises the following steps:
(3-4-5-1) available resources selecting priority minimum in available resource;
(3-4-5-2) in the available resources of All factors being equal, preference will be give to level, prioritizing selection state is the virtual machine can closing resource;
(3-4-5-3) available resources selecting resources occupation rate minimum in the available resources of same condition further;
(3-4-5-4) resource selected is increased to this virtual machine.
More preferably, described step (3-5), comprises the following steps:
(3-5-1) judged whether that other virtual machines are for can increase resource status, if so, then continued step (3-5-2), otherwise do not process, continued step (1);
(3-5-2) close this resources of virtual machine VNF or VNFC of this virtual machine to be transferred to other virtual machines that resource can be provided and run.
Have employed the NFV dynamic resource allocation method in this invention, achieve virtual resource on each virtual machine of Auto-Sensing and take situation, the resource occupation of preferential guarantee higher priority service and service performance, free virtual resource on release virtual machine, expand more services, there is range of application widely.
Accompanying drawing explanation
Fig. 1 is NFV frame of reference composition.
Fig. 2 is OpenFlow Resourse Distribute process flow diagram.
Fig. 3 is the process flow diagram of NFV dynamic resource allocation method of the present invention.
Fig. 4 of the present inventionly carries out the process flow diagram of dynamic resource optimization for the running priority level virtual machine that is VIP.
Fig. 5 of the present inventionly carries out the process flow diagram of dynamic resource optimization for the running priority level virtual machine that is IP.
Fig. 6 of the present inventionly carries out the process flow diagram of dynamic resource optimization for the running priority level virtual machine that is NIP.
Embodiment
In order to more clearly describe technology contents of the present invention, conduct further description below in conjunction with specific embodiment.
MANO needs the occupation condition of the virtual machine for running VNF or VNFC to arrange resource occupation threshold value, a simple example following (but being not limited thereto example):
T1: when the resources occupation rate of virtual machine exceedes this threshold value, this virtual machine need increase resource to ensure the performance of operation service on it, and this virtual machine is identified as increase resource-candidate virtual machine (IRC-VM).
T3: when the resources occupation rate of virtual machine is lower than this threshold value, the resource utilization of virtual machine is too low, and this virtual machine can be closed, to discharge virtual resource, this virtual machine is identified as closedown resource-candidate virtual machine (SRC-VM).
T2: when the resources occupation rate of virtual machine is lower than this threshold value but higher than T3, can externally provide virtual resource for other VNF or VNFC, this virtual machine is identified as provides resource-candidate virtual machine (PRC-VM).
T1>T2>T3
MANO needs to arrange priority to VNF or VNFC run on a virtual machine, and arranging of this priority can be carried out defining and upgrading according to user's request.A simple example following (but being not limited thereto example):
VIP (extremely important): this VNF or VNFC does not allow be interrupted or reduce performance;
IP (important): this VNF or VNFC allows momentary interruption or reduces performance;
NIP (inessential): this VNF or VNFC can short interruptions or reduction performance.
MANO, when for VNF configuring virtual machine and virtual resource, is the resource occupation setting threshold value of this virtual machine, and sets the priority of this VNF.All these information will be stored in form that MANO safeguards, and these information of real-time update:
Virtual machine is numbered Resources of virtual machine takies situation Virtual machine state VNF priority on virtual machine
xxxx xx% IRC/SRC/PRC VIP/IP/NIP
In VNF operational process, virtual machine monitors the situation of resource occupation on it in real time, and by resources occupation rate, and the priority period of VNF or VNFC that it runs is reported to MANO.
The occupation condition of all virtual machines of MANO periodic harvest, and the priority case of VNF or VNFC run on each virtual machine, and according to these information, judge the situation of each virtual machine and VNF, between virtual machine, adjustresources distributes dynamically.
In VNF operational process, virtual machine monitors the situation of resource occupation on it in real time, and by resources occupation rate, and the priority period of VNF or VNFC that it runs is reported to MANO.
After MANO collects the occupation condition of virtual machine, the resource occupation threshold value (T1/T2/T3) of itself and this virtual machine is compared, according to comparative result, judges the state of this virtual machine, and upgrade table content.
MANO collects the priority of VNF or VNFC that virtual machine runs, and upgrades table content.
To achieve these goals, NFV dynamic resource allocation method of the present invention has following formation:
This NFV dynamic resource allocation method, its principal feature is, described method comprises the following steps:
(1) VNF or the VNFC priority period of occupation condition and operation on it is reported to MANO by virtual machine;
(2) the MANO occupation condition of collecting each virtual machine and VNF or VNFC precedence information that it runs more new record;
(3) MANO is according to virtual resource optimization between recorded information execution virtual machine or across between virtual network or across virtual resource optimization between physical network.
In one preferably embodiment, before described step (1), comprise the following steps:
(0-1) MANO described in is that the occupation condition of the virtual machine running VNF or VNFC arranges resource occupation threshold value, and described resource occupation threshold value includes but not limited to:
T1: when the resources occupation rate of virtual machine is more than T1, identifies this virtual machine for increasing resource-candidate virtual machine;
T3: when the resources occupation rate of virtual machine is lower than T3, identifies this virtual machine for closing resource-candidate virtual machine;
T2: the resources occupation rate of virtual machine lower than T2 higher than T3 time, identify this virtual machine for providing resource-candidate virtual machine;
And T1>T2>T3.
In one preferably embodiment, between described step (0-1) and (1), further comprising the steps of:
(0-2) MANO described in arranges priority to VNF or VNFC run on a virtual machine, and described priority includes but not limited to:
VIP: do not allow be interrupted or reduce performance;
IP: allow momentary interruption or reduce performance;
NIP: allow short interruptions or reduce performance.
In one preferably embodiment, described step (3), comprises the following steps:
(3-1) MANO described in judges the priority of VNF or VNFC that virtual machine runs, if the priority of this VNF or VNFC is highest level, then continue step (3-2), if the priority of this VNF or VNFC is non-highest level, then continue step (3-3);
(3-2) judge the state of this virtual machine, if need to increase resource, then continue step (3-4), if maybe can resource be provided for resource can be closed, then do not process, continue step (1);
(3-3) judge the state of this virtual machine, if need to increase resource, then continue step (3-4), if for resource can be closed or for providing resource, continue step (3-5);
(3-4) for this virtual machine increases resource, step (1) is continued;
(3-5) close this virtual machine, and VNF or VNFC that this virtual machine runs is transferred to other and can provide on the virtual machine of resource and run.
In a kind of better embodiment, described is this virtual machine increase resource, comprises the following steps:
(3-4-1) judge whether unappropriated resource, if so, then this unappropriated resource has been increased to virtual machine, otherwise continue step (3-4-2);
(3-4-2) judge the priority of VNF or VNFC that this virtual machine runs, if limit priority, then continue step (3-4-3), otherwise continue step (3-4-4);
(3-4-3) judge whether that the virtual machine of VNF or VNFC running non-limit priority maybe can provide resource status for closing resource, if so, then continue step (3-4-5), otherwise continue step (3-4-6);
(3-4-4) judge whether that priority maybe can provide resource status less than or equal to the virtual machine of this virtual machine for closing resource, if so, then continue step (3-4-5), otherwise continue step (3-4-6);
(3-4-5) resource of the virtual machine of resource status available closed resource maybe can be provided to be increased to this virtual machine;
(3-4-6) judge whether there is available resource in virtual resource that another set of virtual network maps.
In one further embodiment, the described resource of the virtual machine of resource status that available closed resource maybe can be provided is increased to this virtual machine, comprises the following steps:
(3-4-5-1) available resources selecting priority minimum in available resource;
(3-4-5-2) in the available resources of All factors being equal, preference will be give to level, prioritizing selection state is the virtual machine can closing resource;
(3-4-5-3) available resources selecting resources occupation rate minimum in the available resources of same condition further;
(3-4-5-4) resource selected is increased to this virtual machine.
In a kind of better embodiment, described step (3-5), comprises the following steps:
(3-5-1) judged whether that other virtual machines are for can increase resource status, if so, then continued step (3-5-2), otherwise do not process, continued step (1);
(3-5-2) close this resources of virtual machine VNF or VNFC of this virtual machine to be transferred to other virtual machines that resource can be provided and run.
Respectively often kind of situation is made a concrete analysis of below:
MANO, according to the information upgraded in form, finally determines whether to perform resources configuration optimization on a virtual machine:
If the priority of VNF or VNFC 1. virtual machine run is very high, belong to the business function of " VIP ":
If a) this virtual machine has been designated by MANO and has closed resource candidate virtual machine or provide resource candidate virtual machine, in order to ensure the performance of this high priority VNF or VNFC, this virtual machine will not do any resource optimization, not discharge or externally provide resource.
If b) this virtual machine has been designated by MANO increase resource candidate virtual machine, mean that the resources occupation rate of this virtual machine exceedes threshold value T1.MANO makes this resources of virtual machine occupancy be less than extra resource quantity needed for threshold value T1 by calculating, and increases resource requirement to this virtual machine.
If i. there is the available virtual resource be not assigned with, the resource needed for distribution uses to this virtual machine;
If ii. there is no available virtual resource, trial is run more low priority VNF or VNFC from other, be designated the virtual machine place release virtual resource of closing resource candidate virtual machine or resource candidate virtual machine being provided, and provide resource requirement to increase resource candidate virtual machine.
1) pay the utmost attention to VNF or VNFC closing and run " NIP " priority, be designated the virtual machine of closing resource candidate virtual machine, and VNF or VNFC that it runs is transferred to other closedown resource candidate virtual machine or resource candidate virtual machine place is provided.
A. for operation same-priority VNF or VNFC, the virtual machine of closing resource candidate virtual machine is designated equally, the virtual machine that preferential closedown resources occupation rate is little, to discharge more multiple resource.
B. when shifting in time closing VNF or VNFC that virtual machine runs, following principle is followed in the selection of object virtual machine:
One. prioritizing selection running priority level is VNF or VNFC of " NIP ", is designated and closes resource candidate virtual machine, can provide VNF or VNFC to be transferred run needed for resource, and after transfer, resources occupation rate is less than the virtual machine of threshold value T1 as object machine.
Two. secondly select running priority level be VNF or VNFC of " NIP ", be designated and resource candidate virtual machine is provided, VNF or VNFC to be transferred can be provided to run resource requirement, and the rear resources occupation rate of transfer is less than the virtual machine of threshold value T1 as object machine.
Three. again select running priority level be VNF or VNFC of " IP ", be designated and close resource candidate virtual machine, VNF or VNFC to be transferred can be provided to run resource requirement, and the rear resources occupation rate of transfer is less than the virtual machine of threshold value T1 as object machine.
Four. finally select running priority level be VNF or VNFC of " IP ", be designated and resource candidate virtual machine is provided, VNF or VNFC to be transferred can be provided to run resource requirement, and transfer afterwards resources occupation rate be less than the virtual machine of threshold value T1 as object machine.
C. when object machine own resources take the resource occupation added needed for VNF or VNFC to be transferred, when total is greater than the threshold value T1 of object machine; Or object machine is when can not provide the resource occupation needed for VNF or VNFC to be transferred, refusal is accepted VNF or VNFC to be transferred and runs thereon by object machine.
2) secondly consider that closedown runs VNF's or VNFC of " NIP " priority, be designated the virtual machine that resource candidate virtual machine is provided, and VNF or VNFC that it runs transferred to other closedown resource candidate virtual machine or provide resource candidate virtual machine place to run.
A. for running same-priority VNF or VNFC, the virtual machine that resource candidate virtual machine is provided is designated equally, the preferential closedown that resources occupation rate is less, to discharge more multiple resource.
B. when shifting in time closing VNF or VNFC that virtual machine runs, following principle is followed in the selection of object virtual machine.
One. prioritizing selection running priority level is VNF or VNFC of " NIP ", is designated and provides resource candidate virtual machine, VNF or VNFC to be transferred can be provided to run resource requirement, and after transfer, resources occupation rate is less than the virtual machine of threshold value T1 as object machine.
Two. secondly select running priority level be VNF or VNFC of " IP ", be designated and close resource candidate virtual machine, VNF or VNFC to be transferred can be provided to run resource requirement, and the rear resources occupation rate of transfer is less than the virtual machine of threshold value T1 as object machine.
Three. finally select running priority level be VNF or VNFC of " IP ", be designated and resource candidate virtual machine is provided, VNF or VNFC to be transferred can be provided to run resource requirement, and transfer afterwards resources occupation rate be less than the virtual machine of threshold value T1 as object machine.
C. when object machine own resources take the resource occupation added needed for VNF or VNFC to be transferred, when total is greater than the threshold value T1 of object machine; Or object machine is when can not provide the resource occupation needed for VNF or VNFC to be transferred, VNF or VNFC that refusal accepts transfer runs by object machine thereon.
3) next considers to close VNF or VNFC running " IP " priority, is designated the virtual machine of closing resource candidate virtual machine, and VNF or VNFC that it runs is transferred to other closedown resource candidate virtual machine or provide resource candidate virtual machine place.
A. for operation same-priority VNF or VNFC, the virtual machine of closing resource candidate virtual machine is designated equally, the virtual machine that preferential closedown resources occupation rate is little, to discharge more multiple resource.
B. when shifting in time closing VNF or VNFC that virtual machine runs, following principle is followed in the selection of object virtual machine:
One. prioritizing selection running priority level is VNF or VNFC of " IP ", is designated and closes resource candidate virtual machine, VNF or VNFC to be transferred can be provided to run resource requirement, and after transfer, resources occupation rate is less than the virtual machine of threshold value T1 as object machine.
Two. secondly select running priority level be VNF or VNFC of " IP ", be designated and resource candidate virtual machine is provided, VNF or VNFC to be transferred can be provided to run resource requirement, and the rear resources occupation rate of transfer is less than the virtual machine of threshold value T1 as object machine.
C. when object machine own resources take the resource occupation added needed for VNF or VNFC to be transferred, when total is greater than the threshold value T1 of object machine; Or object machine is when can not provide the resource occupation needed for VNF or VNFC to be transferred, VNF or VNFC that refusal accepts transfer runs by object machine thereon.
4) finally consider to close VNF or VNFC running " IP " priority, be designated the virtual machine that resource candidate virtual machine is provided, and VNF or VNFC that it runs is transferred to other and provide resource candidate virtual machine place to run.
A. for running same-priority VNF or VNFC, the virtual machine that resource candidate virtual machine is provided is designated equally, the preferential closedown that resources occupation rate is less, to discharge more multiple resource.
B. when shifting in time closing VNF or VNFC that virtual machine runs, following principle is followed in the selection of object virtual machine.
One. prioritizing selection running priority level is VNF or VNFC of " IP ", is designated and provides resource candidate virtual machine, VNF or VNFC to be transferred can be provided to run resource requirement, and after transfer, resources occupation rate is less than the virtual machine of threshold value T1 as object machine.
C. when object machine own resources take the resource occupation added needed for VNF or VNFC to be transferred, when total is greater than the threshold value T1 of object machine; Or object machine is when can not provide the resource occupation needed for VNF or VNFC to be transferred, VNF or VNFC that refusal accepts transfer runs by object machine thereon.
5) when shifting VNF or VNFC, in order to ensure that quality of service and service feature do not decline, can process according to the principle of first building rear pass.Namely first on selected object machine, start VNF or VNFC to be transferred, at object machine and state and the configuration information of waiting to close these VNF or VNFC synchronous on virtual machine, then close and wait to close virtual machine.
6) if all virtual machines all cannot meet the demands, the virtual resource seeking to map on other a set of physical resource distributes by MANO.
If the priority of VNF or VNFC 2. virtual machine run is low, belong to " NIP " and business function:
If a), this virtual machine has been designated by MANO and has increased resource candidate virtual machine, and MANO makes this resources of virtual machine occupancy be less than extra resource quantity needed for threshold value T1 by calculating, and increases resource requirement to this virtual machine
If i. there is available unappropriated virtual resource, distributes more resource and use to this virtual machine;
If ii. do not have available unappropriated virtual resource, and every other to be identified as the priority of closing resource candidate virtual machine or reducing VNF or VNFC that resource candidate virtual machine is run all high than " NIP ", be not then its increase resource.
If iii. there is no available unappropriated virtual resource, and to be identified as the priority of closing resource candidate virtual machine or reducing VNF or VNFC that resource candidate virtual machine is run also be " NIP ", can on the basis ensureing not affect these VNF or VNFC performances releasing resource for improving the performance increasing VNF or VNFC in resource candidate virtual machine.
1) prioritizing selection is closed to be identified as and is closed resource candidate virtual machine, secondly considers that closedown is identified as and reduces resource candidate virtual machine
2) if the resource discharged makes this increase resource candidate virtual machine resource occupation be less than threshold value T1, then these candidate virtual machine are closed, with releasing resource.
3) if can not ensure, then resource allocation optimization process is not carried out.
4) when closing these candidate virtual machine, VNF or VNFC that this virtual machine runs will be transferred to other closedown resource candidate virtual machine or reduce in resource candidate virtual machine, the principle that the selection of object virtual machine has described before specifically following
A. prioritizing selection running priority level is VNF or VNFC of " NIP ", is designated and closes resource candidate virtual machine, VNF or VNFC to be transferred can be provided to run resource requirement, and after transfer, resources occupation rate is less than the virtual machine of threshold value T1 as object machine.
Secondly B. select running priority level be VNF or VNFC of " NIP ", be designated and resource candidate virtual machine is provided, VNF or VNFC to be transferred can be provided to run resource requirement, and the rear resources occupation rate of transfer is less than the virtual machine of threshold value T1 as object machine.
C. when object machine own resources take the resource occupation added needed for VNF or VNFC to be transferred, when total is greater than the threshold value T1 of object machine; Or object machine is when can not provide the resource occupation needed for VNF or VNFC to be transferred, VNF or VNFC that refusal accepts transfer runs by object machine thereon.
If b), this virtual machine has been designated by MANO and has closed resource candidate virtual machine, and this virtual machine can as the object of closing, to discharge virtual resource.
If i. do not have other virtual machines to be designated by MANO increase resource candidate virtual machine, mean the requirement not increasing resource, in order to ensure the performance of VNF or VNFC that it runs, this virtual machine can not be closed.
If ii. only have running priority level to be VNF or VNFC of " NIP ", be designated and increase resource candidate virtual machine, then whether the resource that considering to close this virtual function provides can meet the required resource increased of above-mentioned increase resource candidate virtual machine.If of course, close this virtual machine with releasing resource; Otherwise, can not close.
When iii. closing this virtual machine, VNF or VNFC that this virtual machine runs will be transferred to other closedown resource candidate virtual machine or provide in resource candidate virtual machine, the principle that the selection of object virtual machine has described before specifically following
A. prioritizing selection running priority level is VNF or VNFC of " NIP ", is designated and closes resource candidate virtual machine, VNF or VNFC to be transferred can be provided to run resource requirement, and after transfer, resources occupation rate is less than the virtual machine of threshold value T1 as object machine.
Secondly B. select running priority level be VNF or VNFC of " NIP ", be designated and resource candidate virtual machine is provided, VNF or VNFC to be transferred can be provided to run resource requirement, and the rear resources occupation rate of transfer is less than the virtual machine of threshold value T1 as object machine.
C. when object machine own resources take the resource occupation added needed for VNF or VNFC to be transferred, when total is greater than the threshold value T1 of object machine; Or object machine is when can not provide the resource occupation needed for VNF or VNFC to be transferred, VNF or VNFC that refusal accepts transfer runs by object machine thereon.
If c) this virtual machine has been designated by MANO and provides resource candidate virtual machine, this virtual machine can as close object, to discharge virtual resource.Determine whether can close in light of the circumstances.
If i. do not have other virtual machines to be designated by MANO increase resource candidate virtual machine, mean the requirement not increasing resource, in order to ensure the performance of VNF or VNFC that it runs, this virtual machine can not be closed.
If ii. only have running priority level to be VNF or VNFC of " NIP ", be designated and increase resource candidate virtual machine, then whether the resource that considering to close this virtual function provides can meet the required resource increased of above-mentioned increase resource candidate virtual machine.If of course, close this virtual machine with releasing resource; Otherwise, can not close.
When iii. closing this virtual machine, VNF or VNFC that this virtual machine runs provides in resource candidate virtual machine by what be transferred to other, the principle that the selection of object virtual machine has described before specifically following
Secondly A. select running priority level be VNF or VNFC of " NIP ", be designated and resource candidate virtual machine is provided, VNF or VNFC to be transferred can be provided to run resource requirement, and the rear resources occupation rate of transfer is less than the virtual machine of threshold value T1 as object machine.
B. when object machine own resources take the resource occupation added needed for VNF or VNFC to be transferred, when total is greater than the threshold value T1 of object machine; Or object machine is when can not provide the resource occupation needed for VNF or VNFC to be transferred, VNF or VNFC that refusal accepts transfer runs by object machine thereon.
If the priority of VNF or VNFC 3. virtual machine run is lower, belong to the business function of " IP ":
If a) this virtual machine is judged to increase resource candidate virtual machine by MANO, determines whether it according to the situation of other virtual machines and additional virtual resource is provided
If i. there is available unappropriated virtual resource, distributes more resource and use to this virtual machine;
If ii. do not have available unappropriated virtual resource, and every other to be judged as the priority of closing resource candidate virtual machine or provide VNF or VNFC that resource candidate virtual machine is run all high than " IP ", be not then its increase resource
If iii. there is no available unappropriated virtual resource, and be judged as and close resource candidate virtual machine or provide the priority of VNF or VNFC that resource candidate virtual machine is run also to be " NIP " or " IP ", can on the basis ensureing not affect these VNF or VNFC performances releasing resource for improving the performance increasing VNF or VNFC in resource candidate virtual machine.
1) if in these closedown resource candidate virtual machine of guarantee or when providing resource candidate virtual machine resource occupation be less than threshold value T1 and be greater than threshold value T2, the resource discharged makes this increase resource candidate virtual machine resource occupation be less than threshold value T1, then close these candidate virtual machine, with releasing resource.
2) if can not ensure, then resource allocation optimization process is not carried out.
3), when closing these candidate virtual machine, VNF or VNFC that this virtual machine runs will be transferred to other closedown resource candidate virtual machine or reduce in resource candidate virtual machine, and principle described above is specifically followed in the selection of object virtual machine
If b) this virtual machine is judged to close resource candidate virtual machine by MANO, this virtual machine can as the object of closing, to discharge virtual resource.
If i. do not have other virtual machines to be judged to increase resource candidate virtual machine by MANO, mean the requirement not increasing resource, in order to ensure the performance of VNF or VNFC that it runs, this virtual machine can not be closed.
If ii. there are other virtual machines to be judged to increase resource candidate virtual machine by MANO, if there are other running priority levels to be that the virtual machine of VNF or VNFC of " NIP " or " IP " is judged to close resource candidate virtual machine or provide resource candidate virtual machine by MANO, and have enough resources can be used for the operation of this VNF or VNFC, this VNF or VNFC can be transferred on object virtual machine and run, and close this virtual machine with releasing resource.Principle described above is specifically followed in the selection of object virtual machine.
If c) this virtual machine is judged to provide resource candidate virtual machine by MANO, this virtual machine can as close object, to discharge virtual resource.Determine whether can close in light of the circumstances.
If i. do not have other virtual machines to be judged to increase resource candidate virtual machine by MANO, mean the requirement not increasing resource, in order to ensure the performance of VNF or VNFC that it runs, this virtual machine can not be closed.
If ii. there are other virtual machines to be judged to increase resource candidate virtual machine by MANO, if there are other running priority levels to be that the virtual machine of VNF or VNFC of " NIP " or " IP " is judged to close resource candidate virtual machine or provide resource candidate virtual machine by MANO, and have enough resources can be used for the operation of this VNF or VNFC, this VNF or VNFC can be transferred on object virtual machine and run, and close this virtual machine with releasing resource.Principle described above is specifically followed in the selection of object virtual machine.
4., when shifting VNF or VNFC, in order to ensure that quality of service and service feature do not decline, can process according to the principle of first building rear pass.Namely first on selected object machine, start this VNF or VNFC to be transferred, at object machine and state and the configuration information of waiting to close these VNF or VNFC synchronous on virtual machine, then close and wait to close virtual machine.
5. above-mentioned in steps in, if all object virtual machines all cannot meet the demands, MANO will seek the virtual resource mapped on other a set of physical resource.
Have employed the NFV dynamic resource allocation method in this invention, achieve virtual resource on each virtual machine of Auto-Sensing and take situation, the resource occupation of preferential guarantee higher priority service and service performance, free virtual resource on release virtual machine, expand more services, there is range of application widely.
In this description, the present invention is described with reference to its specific embodiment.But, still can make various amendment and conversion obviously and not deviate from the spirit and scope of the present invention.Therefore, instructions and accompanying drawing are regarded in an illustrative, rather than a restrictive.

Claims (7)

1. a NFV dynamic resource allocation method, is characterized in that, described method comprises the following steps:
(1) VNF or the VNFC priority period of occupation condition and operation on it is reported to MANO by virtual machine;
(2) the MANO occupation condition of collecting each virtual machine and VNF or VNFC precedence information that it runs more new record;
(3) MANO is according to virtual resource optimization between recorded information execution virtual machine or across between virtual network or across virtual resource optimization between physical network.
2. NFV dynamic resource allocation method according to claim 1, is characterized in that, before described step (1), comprises the following steps:
(0-1) MANO described in is that the occupation condition of the virtual machine running VNF or VNFC arranges resource occupation threshold value, and described resource occupation threshold value includes but not limited to:
T1: when the resources occupation rate of virtual machine is more than T1, identifies this virtual machine for increasing resource-candidate virtual machine;
T3: when the resources occupation rate of virtual machine is lower than T3, identifies this virtual machine for closing resource-candidate virtual machine;
T2: the resources occupation rate of virtual machine lower than T2 higher than T3 time, identify this virtual machine for providing resource-candidate virtual machine;
And T1>T2>T3.
3. NFV dynamic resource allocation method according to claim 1, is characterized in that, between described step (0-1) and (1), further comprising the steps of:
(0-2) MANO described in arranges priority to VNF or VNFC run on a virtual machine, and described priority includes but not limited to:
VIP: do not allow be interrupted or reduce performance;
IP: allow momentary interruption or reduce performance;
NIP: allow short interruptions or reduce performance.
4. NFV dynamic resource allocation method according to claim 1, is characterized in that, described step (3), comprises the following steps:
(3-1) MANO described in judges the priority of VNF or VNFC that virtual machine runs, if the priority of this VNF or VNFC is highest level, then continue step (3-2), if the priority of this VNF or VNFC is non-highest level, then continue step (3-3);
(3-2) judge the state of this virtual machine, if need to increase resource, then continue step (3-4), if maybe can resource be provided for resource can be closed, then do not process, continue step (1);
(3-3) judge the state of this virtual machine, if need to increase resource, then continue step (3-4), if for resource can be closed or for providing resource, continue step (3-5);
(3-4) for this virtual machine increases resource, step (1) is continued;
(3-5) close this virtual machine, and VNF or VNFC that this virtual machine runs is transferred to other and can provide on the virtual machine of resource and run.
5. NFV dynamic resource allocation method according to claim 4, is characterized in that, described is this virtual machine increase resource, comprises the following steps:
(3-4-1) judge whether unappropriated resource, if so, then this unappropriated resource has been increased to virtual machine, otherwise continue step (3-4-2);
(3-4-2) judge the priority of VNF or VNFC that this virtual machine runs, if limit priority, then continue step (3-4-3), otherwise continue step (3-4-4);
(3-4-3) judge whether that the virtual machine of VNF or VNFC running non-limit priority maybe can provide resource status for closing resource, if so, then continue step (3-4-5), otherwise continue step (3-4-6);
(3-4-4) judge whether that priority maybe can provide resource status less than or equal to the virtual machine of this virtual machine for closing resource, if so, then continue step (3-4-5), otherwise continue step (3-4-6);
(3-4-5) resource of the virtual machine of resource status available closed resource maybe can be provided to be increased to this virtual machine;
(3-4-6) judge whether there is available resource in virtual resource that another set of virtual network maps.
6. NFV dynamic resource allocation method according to claim 5, is characterized in that, the described resource of the virtual machine of resource status that available closed resource maybe can be provided is increased to this virtual machine, comprises the following steps:
(3-4-5-1) available resources selecting priority minimum in available resource;
(3-4-5-2) in the available resources of All factors being equal, preference will be give to level, prioritizing selection state is the virtual machine can closing resource;
(3-4-5-3) available resources selecting resources occupation rate minimum in the available resources of same condition further;
(3-4-5-4) resource selected is increased to this virtual machine.
7. NFV dynamic resource allocation method according to claim 4, is characterized in that, described step (3-5), comprises the following steps:
(3-5-1) judged whether that other virtual machines are for can increase resource status, if so, then continued step (3-5-2), otherwise do not process, continued step (1);
(3-5-2) close this resources of virtual machine VNF or VNFC of this virtual machine to be transferred to other virtual machines that resource can be provided and run.
CN201510992843.9A 2015-12-25 2015-12-25 NFV dynamic resource distribution method Pending CN105468435A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510992843.9A CN105468435A (en) 2015-12-25 2015-12-25 NFV dynamic resource distribution method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510992843.9A CN105468435A (en) 2015-12-25 2015-12-25 NFV dynamic resource distribution method

Publications (1)

Publication Number Publication Date
CN105468435A true CN105468435A (en) 2016-04-06

Family

ID=55606173

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510992843.9A Pending CN105468435A (en) 2015-12-25 2015-12-25 NFV dynamic resource distribution method

Country Status (1)

Country Link
CN (1) CN105468435A (en)

Cited By (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106126345A (en) * 2016-06-30 2016-11-16 广东睿江云计算股份有限公司 There is internal memory control method and the system of the physical machine of cloudy main frame
CN106452842A (en) * 2016-09-14 2017-02-22 上海海事大学 Network function virtualization (NFV) intermediate system framework
CN107153570A (en) * 2017-04-11 2017-09-12 华为技术有限公司 The number controlling method and device of a kind of virtual machine
CN107273179A (en) * 2016-04-07 2017-10-20 中国移动通信有限公司研究院 The dispatching method and device of a kind of hardware resource
CN107294765A (en) * 2017-04-28 2017-10-24 西安电子科技大学 A kind of network function virtualizes collaborating trust management method
CN107357603A (en) * 2016-05-10 2017-11-17 华为技术有限公司 A kind of method for loading software, equipment and system
WO2017214932A1 (en) * 2016-06-16 2017-12-21 华为技术有限公司 Network-slice resource management method and apparatus
WO2018040797A1 (en) * 2016-08-30 2018-03-08 中兴通讯股份有限公司 Network function virtualization management method and device
CN107783855A (en) * 2016-08-30 2018-03-09 中兴通讯股份有限公司 The fault self-recovery control device and method of Virtual NE
CN107819598A (en) * 2016-09-13 2018-03-20 中兴通讯股份有限公司 A kind of method and device for managing network function node
CN108092790A (en) * 2016-11-21 2018-05-29 大唐移动通信设备有限公司 A kind of management method and device
WO2018099234A1 (en) * 2016-11-30 2018-06-07 中兴通讯股份有限公司 Resource management method and system
WO2018120182A1 (en) * 2016-12-30 2018-07-05 华为技术有限公司 Private information distribution method and device
WO2018171081A1 (en) * 2017-03-24 2018-09-27 上海交通大学 Adaptive computing resource allocation method regarding virtual network function
CN108628660A (en) * 2017-03-24 2018-10-09 华为技术有限公司 A kind of virtual machine expands capacity reduction method and virtual management equipment
WO2018196651A1 (en) * 2017-04-24 2018-11-01 华为技术有限公司 Resource management method and device
CN109800084A (en) * 2018-12-21 2019-05-24 平安科技(深圳)有限公司 Discharge the method and terminal device of resources of virtual machine
CN109992408A (en) * 2018-01-02 2019-07-09 中国移动通信有限公司研究院 A kind of resource allocation methods, device, electronic equipment and storage medium
CN111404707A (en) * 2019-01-02 2020-07-10 中国移动通信有限公司研究院 Method and device for controlling capacity of Virtual Network Function (VNF) in pool and network equipment
CN111522653A (en) * 2020-02-07 2020-08-11 华中科技大学 Container-based network function virtualization platform
CN111736961A (en) * 2020-08-18 2020-10-02 鹏城实验室 Virtual machine release method and device, storage medium and electronic equipment
CN112039794A (en) * 2020-11-03 2020-12-04 武汉绿色网络信息服务有限责任公司 Method and device for setting virtual network element, computer equipment and storage medium
CN112286695A (en) * 2020-12-24 2021-01-29 武汉绿色网络信息服务有限责任公司 Server resource allocation method and edge data center

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104137482A (en) * 2014-04-14 2014-11-05 华为技术有限公司 Disaster recovery data center configuration method and device under cloud computing framework
CN104170323A (en) * 2014-04-09 2014-11-26 华为技术有限公司 Fault handling method, device and system based on network function virtualization
WO2015126430A1 (en) * 2014-02-24 2015-08-27 Hewlett-Packard Development Company, L.P. Virtual network function management with deactivated virtual machines

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2015126430A1 (en) * 2014-02-24 2015-08-27 Hewlett-Packard Development Company, L.P. Virtual network function management with deactivated virtual machines
CN104170323A (en) * 2014-04-09 2014-11-26 华为技术有限公司 Fault handling method, device and system based on network function virtualization
CN104137482A (en) * 2014-04-14 2014-11-05 华为技术有限公司 Disaster recovery data center configuration method and device under cloud computing framework

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
RUNYU SHI等: "MDP and Machine Learning-Based Cost-Optimization of Dynamic Resource Allocation for Network Function Virtualization", 《SERVICES COMPUTING (SCC), 2015 IEEE INTERNATIONAL CONFERENCE ON》 *

Cited By (37)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107273179A (en) * 2016-04-07 2017-10-20 中国移动通信有限公司研究院 The dispatching method and device of a kind of hardware resource
CN107357603A (en) * 2016-05-10 2017-11-17 华为技术有限公司 A kind of method for loading software, equipment and system
EP3461087A4 (en) * 2016-06-16 2019-04-24 Huawei Technologies Co., Ltd. Network-slice resource management method and apparatus
CN109196828A (en) * 2016-06-16 2019-01-11 华为技术有限公司 A kind of method for managing resource and device of network slice
WO2017214932A1 (en) * 2016-06-16 2017-12-21 华为技术有限公司 Network-slice resource management method and apparatus
CN106126345A (en) * 2016-06-30 2016-11-16 广东睿江云计算股份有限公司 There is internal memory control method and the system of the physical machine of cloudy main frame
CN107783855A (en) * 2016-08-30 2018-03-09 中兴通讯股份有限公司 The fault self-recovery control device and method of Virtual NE
WO2018040797A1 (en) * 2016-08-30 2018-03-08 中兴通讯股份有限公司 Network function virtualization management method and device
CN107819598A (en) * 2016-09-13 2018-03-20 中兴通讯股份有限公司 A kind of method and device for managing network function node
CN106452842A (en) * 2016-09-14 2017-02-22 上海海事大学 Network function virtualization (NFV) intermediate system framework
CN106452842B (en) * 2016-09-14 2019-09-24 上海海事大学 Network system based on network function virtualization intermediary system architecture
CN108092790A (en) * 2016-11-21 2018-05-29 大唐移动通信设备有限公司 A kind of management method and device
CN108092790B (en) * 2016-11-21 2020-06-09 大唐移动通信设备有限公司 Management method and device
WO2018099234A1 (en) * 2016-11-30 2018-06-07 中兴通讯股份有限公司 Resource management method and system
WO2018120182A1 (en) * 2016-12-30 2018-07-05 华为技术有限公司 Private information distribution method and device
US11025594B2 (en) 2016-12-30 2021-06-01 Huawei Technologies Co., Ltd. Secret information distribution method and device
CN110115012B (en) * 2016-12-30 2020-12-25 华为技术有限公司 Secret information distribution method and device
CN110115012A (en) * 2016-12-30 2019-08-09 华为技术有限公司 A kind of distribution method and equipment of secret information
US11221880B2 (en) 2017-03-24 2022-01-11 Shanghai Jiao Tong University Adaptive computing resource allocation approach for virtual network functions
CN108628660A (en) * 2017-03-24 2018-10-09 华为技术有限公司 A kind of virtual machine expands capacity reduction method and virtual management equipment
WO2018171081A1 (en) * 2017-03-24 2018-09-27 上海交通大学 Adaptive computing resource allocation method regarding virtual network function
CN107153570A (en) * 2017-04-11 2017-09-12 华为技术有限公司 The number controlling method and device of a kind of virtual machine
CN107153570B (en) * 2017-04-11 2020-08-25 华为技术有限公司 Method and device for controlling number of virtual machines
CN108737144A (en) * 2017-04-24 2018-11-02 华为技术有限公司 The method and apparatus of resource management
CN108737144B (en) * 2017-04-24 2021-06-29 华为技术有限公司 Method and device for resource management
WO2018196651A1 (en) * 2017-04-24 2018-11-01 华为技术有限公司 Resource management method and device
CN107294765A (en) * 2017-04-28 2017-10-24 西安电子科技大学 A kind of network function virtualizes collaborating trust management method
CN107294765B (en) * 2017-04-28 2020-08-28 西安电子科技大学 Network function virtualization self-adaptive trust management method
CN109992408A (en) * 2018-01-02 2019-07-09 中国移动通信有限公司研究院 A kind of resource allocation methods, device, electronic equipment and storage medium
CN109800084A (en) * 2018-12-21 2019-05-24 平安科技(深圳)有限公司 Discharge the method and terminal device of resources of virtual machine
CN111404707A (en) * 2019-01-02 2020-07-10 中国移动通信有限公司研究院 Method and device for controlling capacity of Virtual Network Function (VNF) in pool and network equipment
CN111522653A (en) * 2020-02-07 2020-08-11 华中科技大学 Container-based network function virtualization platform
CN111522653B (en) * 2020-02-07 2023-08-18 华中科技大学 Container-based network function virtualization platform
CN111736961A (en) * 2020-08-18 2020-10-02 鹏城实验室 Virtual machine release method and device, storage medium and electronic equipment
CN111736961B (en) * 2020-08-18 2020-12-01 鹏城实验室 Virtual machine release method and device, storage medium and electronic equipment
CN112039794A (en) * 2020-11-03 2020-12-04 武汉绿色网络信息服务有限责任公司 Method and device for setting virtual network element, computer equipment and storage medium
CN112286695A (en) * 2020-12-24 2021-01-29 武汉绿色网络信息服务有限责任公司 Server resource allocation method and edge data center

Similar Documents

Publication Publication Date Title
CN105468435A (en) NFV dynamic resource distribution method
CN107066319B (en) Multi-dimensional scheduling system for heterogeneous resources
CN104881325B (en) A kind of resource regulating method and resource scheduling system
US9519500B2 (en) Offering network performance guarantees in multi-tenant datacenters
CN104102543B (en) The method and apparatus of adjustment of load in a kind of cloud computing environment
CN103248659B (en) A kind of cloud computing resource scheduling method and system
CN105103506B (en) For the method and system for the non-homogeneous bandwidth request allocation bandwidth in system for cloud computing
CN105610715B (en) A kind of cloud data center multi-dummy machine migration scheduling method of planning based on SDN
CN108829494A (en) Container cloud platform intelligence method for optimizing resources based on load estimation
CN106385329B (en) Processing method, device and the equipment of resource pool
CN104270421B (en) A kind of multi-tenant cloud platform method for scheduling task for supporting Bandwidth guaranteed
CN111399970B (en) Reserved resource management method, device and storage medium
CN104679594B (en) A kind of middleware distributed computing method
CN104572301B (en) A kind of resource allocation methods and system
CN106293950A (en) A kind of resource optimization management method towards group system
CN104503832B (en) A kind of scheduling virtual machine system and method for fair and efficiency balance
CN105893113A (en) Management system and management method of virtual machine
CN108132827B (en) Network slice resource mapping method, related equipment and system
WO2020134133A1 (en) Resource allocation method, substation, and computer-readable storage medium
CN101227416A (en) Method for distributing link bandwidth in communication network
CN104050043A (en) Share cache perception-based virtual machine scheduling method and device
CN109522090A (en) Resource regulating method and device
CN103023936B (en) Multi-hierarchy network system and task executing method based on same
CN109873714A (en) Cloud computing node configures update method and terminal device
CN109271236A (en) A kind of method, apparatus of traffic scheduling, computer storage medium and terminal

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
CB03 Change of inventor or designer information

Inventor after: Dai Lijun

Inventor after: Qian Peizhuan

Inventor after: Yin Fei

Inventor after: Li Kemin

Inventor after: Zhang Shumin

Inventor before: Dai Lijun

Inventor before: Qian Peizhuan

Inventor before: Li Kemin

Inventor before: Zhang Shumin

Inventor before: Yin Fei

COR Change of bibliographic data
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20160406

WD01 Invention patent application deemed withdrawn after publication