CN112769597B - Container network current limiting method and system for cloud-edge collaborative virtualization scene - Google Patents
Container network current limiting method and system for cloud-edge collaborative virtualization scene Download PDFInfo
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Abstract
The invention discloses a container network current limiting method and system for a cloud-edge collaborative virtualization scene, wherein the method comprises the following steps: sending current limiting information to the edge platform through the cloud; establishing a label for a network packet according to the current limiting information and the network card address of the edge platform, wherein the network card comprises a virtual interface of the container; and performing network flow limitation on the network packet through a flow controller based on the label and the flow limitation information. The network packets are classified according to the virtual interface addresses of the containers in the cloud edge collaborative virtualization scene, the virtual interface addresses point to the containers, and the classified network packets are limited in current, so that the flow of the native container network is limited, a network plug-in is not needed, and the network bandwidth limitation operation of container granularity in a container arrangement framework is realized.
Description
Technical Field
The invention relates to the technical field of cloud-edge collaboration, in particular to a container network current limiting method and system for a cloud-edge collaborative virtualization scene.
Background
The edge computing is originated in the field of media, and means that an open platform integrating network, computing, storage and application core capabilities is adopted on one side close to an object or a data source to provide nearest-end service nearby. The application program is initiated at the edge side, so that a faster network service response is generated, and the basic requirements of the industry in the aspects of real-time business, application intelligence, safety, privacy protection and the like are met. The edge computation is between the physical entity and the industrial connection, or on top of the physical entity. For edge computing, unlike a cloud computing platform integrating a large amount of resources, the edge cloud platform is a distributed platform, so that the characteristic of cloud-edge collaboration is one of the main characteristics of edge computing, and the cloud-edge collaboration includes various protocols and functions and relates to aspects of cloud computing, so that in the development process of edge computing, the development of the function of cloud-edge collaboration becomes one of the main development works.
At present, the limitation of a CPU, a memory, and a disk IO can be realized by a container using a Cgroup technology, but the limitation of a network is not realized, which is mainly because a constructed container network is often a very complex large network in actual production floor. In a complex virtualized network environment, how to manage the bandwidth of each container at a fine granularity is a very big challenge. Meanwhile, in the actual production and use process of the container, it is very necessary to perform network bandwidth current limiting on service containers with different network bandwidth requirements.
Disclosure of Invention
Aiming at the technical problems in the prior art, the invention provides a container network current limiting method and a system for a cloud-edge collaborative virtualization scene, which are used for limiting the current of a container network of an edge platform so as to manage the bandwidth of a container in a fine-grained manner.
The invention discloses a container network current limiting method for a cloud-edge collaborative virtualization scene, which comprises the following steps: sending current limiting information to the edge platform through the cloud; establishing a label for a network packet according to the current limiting information and a network card address of the edge platform, wherein the network card comprises a virtual interface of the container; and performing network flow limitation on the network packet through a flow controller based on the label and the flow limitation information.
Preferably, the network card further comprises a virtual network card and/or a virtual network bridge of the edge platform.
Preferably, the method of the present invention further comprises a method for limiting the flow of the cloud container: establishing a label for a network packet according to the address of the cloud container virtual interface; and performing network flow limitation on the network packet through a flow controller based on the label and the flow limitation information.
Preferably, the method for network throttling of the network packet includes: causing the container to enter a privileged mode; creating a queue based on a token bucket algorithm; distributing the network packets to the queues according to the network card addresses, and classifying the network packets to obtain categories; writing the label of the category into a net _ cis.class configuration file of the container; labeling the network packet with a label of a corresponding category through the Cgroup tool; and based on the label, the network packet is limited through a flow controller.
Preferably, the network card address includes one of: the cloud container virtual interface address, the edge platform virtual machine network card address, the edge platform virtual network bridge address and the edge platform virtual interface address.
Preferably, the arrangement framework of the cloud container adopts Kubernets, and the arrangement framework of the edge platform container adopts KubeEdge.
Preferably, the current limit information is sent to the edge platform by using a reliable transmission mechanism, where the reliable transmission mechanism includes:
step 301: the cloud end stores the current limiting information and the version number of the storage resource;
step 302: the cloud sends the current limiting information and the version number to the edge platform;
step 303: after receiving the current limiting information and the version number, the edge platform generates response information according to the current limiting information and the version number;
step 304: the edge platform returns the response information to the cloud end;
step 305: the cloud end judges whether the response information is received or not;
if not, step 306: repeatedly executing steps 302 and 305 until the number of transmission times exceeds the threshold, executing step 309;
step 309: and the cloud end discards the current limiting information.
Preferably, the reliable transport mechanism further comprises a method of checking a version number:
checking the version number of the storage resource, and taking the version number as a first version number;
judging whether the version number of the current limiting information is older than the first version number;
if yes, refusing to send the current limit information.
The invention also provides a system for realizing the container network current limiting method, which comprises a cloud message module and a side container network card module, wherein the cloud message module is used for sending current limiting information to the edge platform; the side container network card module is used for establishing a label for a network packet according to the current limiting information and the network card address of the edge platform, and the network card comprises a virtual interface of a container; and performing network flow limitation on the network packet through a flow controller based on the label and the flow limitation information.
Preferably, the system further comprises a cloud container network card module, a side message module and an input module, wherein the input module is used for inputting the current limiting information and sending the current limiting information to the cloud message module; the side message module is used for receiving the current limiting information sent by the cloud message module; the cloud container network card module is used for establishing a label for the network packet according to the current limiting information in the cloud message module and the address of the cloud container virtual interface, and performing network current limiting on the network packet through the flow controller based on the label and the current limiting information.
Compared with the prior art, the invention has the beneficial effects that: under the cloud edge collaborative virtualization scene, the network packets are classified according to the virtual interface addresses of the containers, the virtual interface addresses point to the containers, and the classified network packets are subjected to current limiting, so that the current limiting is performed on the native container network, and the network bandwidth quota operation of the container granularity is realized.
Drawings
FIG. 1 is a flow chart of a container network throttling method of the present invention;
FIG. 2 is a flow chart of a method of network throttling a network packet;
FIG. 3 is a flow chart of a method of a reliable transport mechanism;
FIG. 4 is a flow chart of a method of checking version numbers;
fig. 5 is a logic block diagram of the system of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be obtained by a person skilled in the art without making any creative effort based on the embodiments in the present invention, belong to the protection scope of the present invention.
The invention is described in further detail below with reference to the attached drawing figures:
a container network current limiting method for a cloud-edge collaborative virtualization scene, as shown in fig. 1, includes:
step 101: and sending the current limiting information to the edge platform through the cloud. The flow limit information may include a network card address and one or more of the following information, an ingress broadband traffic, and an egress broadband traffic.
Step 102: and establishing a label (class) for a network packet (package) according to the current limiting information and the network card address of the edge platform, wherein the network card comprises a virtual interface of the container. The network packet typically includes a destination address, which is forwarded to the corresponding container.
The network card of the edge platform or the cloud platform comprises a virtual network card, a virtual network bridge (docker 0 network bridge) and a virtual interface (path pair), wherein the virtual network card is the network card of a virtual machine where the container is located, is used as a physical network card and has a direct networking function; the virtual two-layer network bridge created by the virtual network bridge in the bridge network mode of the container can realize the interconnection of network namespaces (network namespaces) of more than two containers, an exchange channel is created between the virtual network bridge and the virtual network card, and the virtual network card can send access data to the virtual network bridge through an access address; the virtual interface (path _ pair) is a pair of virtual device interfaces, one end of which is in the container, and the other end of which is bound to the virtual bridge, and is used for establishing a switching channel, so that the container can communicate to the outside. Therefore, the current limiting configuration of the container end can be modified by configuring the virtual interface, so as to limit the current of the container, but the current limiting configuration can also be performed on the virtual network card and/or the virtual network bridge of the edge platform.
Step 103: and performing network flow limitation on the network packet through a flow controller based on the label and the flow limitation information.
According to the method, under a cloud edge collaborative virtualization scene, network packets are classified according to the virtual interface addresses of the containers, the virtual interface addresses point to the containers, the classified network packets are limited in current, the original container network is limited in current, network plug-ins are not needed, and the network bandwidth limitation operation of container granularity in a container arrangement framework is achieved.
The method can be applied to large-scale container cloud environments in the industries such as communication, finance and internet media, the planning quality of the communication, finance and internet media industries for the network bandwidth of the container is improved, fine-grained control of the container flow is realized through a fine method, and good economic benefits are achieved.
The method of the invention can also comprise a current limiting method of the cloud container: establishing a label for the network packet according to the address of the virtual interface of the cloud container; and performing network flow limitation on the network packet through a flow controller based on the label and the flow limitation information. This is accomplished in a manner similar to the flow restricting method of the edge platform container. The current limiting method can be applied to a virtual network card and a virtual network bridge of a cloud end as well as an edge platform; the cloud current limiting requirement is usually not high, and the virtual network card and the virtual network bridge do not need to be subjected to excessive current limiting.
Specifically, as shown in fig. 2, the method for performing network throttling on a network packet includes:
step 201: causing the container to enter a privileged mode.
Taking kubernets framework as an example, when the kube-apiserver is started, an-allow-privileged = true parameter can be added in the YAML configuration file, and a privilege module is entered; parameters in YAML files of Pod and Deployment resources can also be modified to spec.contacts [0]. Secure Context.privileged: true.
Step 202: a queue is created based on a token bucket algorithm. The Token Bucket algorithm (HTB) can effectively improve the bandwidth utilization: the method can control the number of data sent to the network, allow burst data to be sent, prevent network congestion when the network transmits data, limit the flow flowing out of the network, and enable the flow to be sent out at a relatively uniform speed.
Step 203: and distributing the network packets to the queues according to the network card addresses, and classifying to obtain categories. HTB queuing rules for root privileges may be created on the container network card and a classifier tagged differently may be created in each queuing rule (QDisc) through which network packets are classified.
The network card address can be set according to the equal current-limiting container, such as a cloud-end container virtual interface address, an edge platform virtual machine network card address, an edge platform virtual network bridge address or an edge platform virtual interface address.
Step 204: writing the class of tag (class) into a net _ class. Traffic classification can be done by Cgroup and HTB, writing the corresponding tag into the net _ cis.
Step 205: the network packets are labeled with the corresponding category by Cgroup (Control Groups). For example, the network packet is tagged by the Cgroup subsystem net _ cls for filtering classification, and this tag is used to mark the class of the queuing rule to which the socket key buffer (skb) belongs. CGroup is a Linux kernel function for carrying out packetization management on any process; the net _ cls subsystem tags network packets with a tag (classid), which may allow the Linux traffic control program (tc) to identify packets generated from Cgroup.
Step 206: and based on the label, the network packet is limited through a flow controller. Flow controllers such as tc may throttle different Cgroup packets, but not limited to tc, netfilter/iptables may also throttle based on the tag.
The TC (Traffic Control) is a built-in framework of the Linux kernel, and can realize flow rate limitation, flow shaping, policy application and the like. The Netfilter framework is designed to filter packets over the kernel path of the network protocol stack. And classifying the data packets through the IP address of the network card, and then performing bandwidth limitation on the Traffic bandwidth of the network card corresponding to the tc tool of the Traffic Control frame on the host node where the Pod is located, so as to perform bandwidth limitation on the inlet broadband Traffic and/or the outlet broadband Traffic.
The containers of the cloud end and the edge platform can adopt different container arrangement frames, for example, the arrangement frame of the cloud end container adopts Kubernets, and the arrangement frame of the edge platform container adopts KubeEdge.
Kubernets (K8 s) is an open source for managing containerized applications on multiple hosts in a cloud platform, and aims to make deploying containerized applications simple and efficient, and provides a mechanism for application deployment, planning, updating, and maintenance. Kubeeedge is an open source system used for extending the editing function of the native containerized application program to a host computer on the Edge, is constructed based on Kubernets and provides basic infrastructure support for network and application programs.
As shown in fig. 3, the reliable transmission mechanism may be used to send the current limit information to the edge platform, and the reliable transmission mechanism includes:
step 301: the cloud end stores the current limiting information and the version number of the storage resource. When the current limiting information is stored, a corresponding stored resource version number is generated and used for marking the time for storing the current limiting information.
Step 302: and the cloud sends the current limiting information and the version number to the edge platform.
Step 303: and after receiving the current limiting information and the version number, the edge platform generates response information according to the current limiting information and the version number.
Step 304: and the edge platform returns the response information to the cloud.
Step 305: and the cloud end judges whether the response information is received.
If not, step 306: steps 302 and 305 are repeatedly performed until the number of transmissions exceeds the threshold, and step 307 is performed. The threshold value may be set according to the actual situation, such as setting the threshold value to 5.
Step 307: and the cloud end discards the current limiting information.
Sending the current-limiting information to the edge platform through a reliable transmission mechanism, preventing information loss and preventing repetition
If yes, the current limiting information is successfully sent.
The cloud end can screen out the network card current-limiting information of the side-end container, packages the network card current-limiting information, and sends the network card current-limiting information of the side-end container to the edge platform through a reliable transmission mechanism.
As shown in fig. 4, the reliable transport mechanism further includes a method for checking a version number:
step 401: checking the version number of the storage resource, and taking the version number as a first version number;
step 402: judging whether the version number of the current limiting information is older than the first version number;
if yes, go to step 403: refusing to send the current limit information.
If not, go to step 404: the current limit information is sent to the edge platform.
The invention also provides a system for implementing the container network current limiting method, as shown in fig. 5, the system includes a cloud message module 2 and an edge container network card module 5,
the cloud message module 2 is used for sending current limiting information to the edge platform;
the edge container network card module 5 is used for establishing a label for the network packet according to the current limiting information and the network card address of the edge platform, and the network card comprises a virtual interface of the container; and performing network flow limitation on the network packet through a flow controller based on the label and the flow limitation information.
The system can also comprise a cloud container network card module 3, an edge message module 4 and an input module 1,
the input module 1 is used for inputting current limiting information and sending the current limiting information to the cloud message module, and specifically, parameters of the current limiting information can be input or set through a UI (user interface);
the side message module 4 is used for receiving the current limiting information sent by the cloud message module 2;
the cloud container network card module 2 is configured to establish a tag for the network packet according to the current limiting information in the cloud message module and the address of the cloud container virtual interface, and perform network current limiting on the network packet through the flow controller based on the tag and the current limiting information.
The above is only a preferred embodiment of the present invention, and is not intended to limit the present invention, and various modifications and changes will occur to those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (9)
1. A container network current limiting method for a cloud-edge collaborative virtualization scene is characterized by comprising the following steps:
sending current limiting information to an edge platform through a cloud end;
establishing a label for a network packet of the container according to the current limiting information and a network card address of the edge platform, wherein the network card address comprises a virtual interface of the container;
performing network flow limitation on the network packet through a flow controller based on the label and the flow limitation information;
the method comprises the following steps of sending current limiting information to an edge platform by adopting a reliable transmission mechanism, wherein the reliable transmission mechanism comprises the following steps:
step 301: the cloud stores the current limiting information and the version number of the storage resource;
step 302: the cloud sends the current limiting information and the version number to the edge platform;
step 303: after receiving the current limiting information and the version number, the edge platform generates response information according to the current limiting information and the version number;
step 304: the edge platform returns the response information to the cloud end;
step 305: the cloud end judges whether the response information is received or not;
if not, step 306: repeating steps 302 and 305 until the number of transmissions exceeds the threshold, performing step 309;
step 309: and the cloud end discards the current limiting information.
2. The container network current limiting method of claim 1, wherein the network card further comprises a virtual network card and/or a virtual network bridge of an edge platform.
3. The container network current limiting method according to claim 1, further comprising a cloud container current limiting method: establishing a label for the network packet according to the address of the virtual interface of the cloud container;
and performing network flow limitation on the network packet through a flow controller based on the label and the flow limitation information.
4. The container network throttling method of claim 3, wherein the network throttling method for network packets comprises:
causing the container to enter a privileged mode;
establishing a queue and HTB queuing rules based on a token bucket algorithm;
distributing the network packets to the queues according to the network card addresses, and classifying the network packets to obtain categories;
writing the label of the category into a net _ cis.class configuration file of the container;
labeling the network packet with a label of a corresponding category through the Cgroup tool;
and based on the label, the network packet is limited through a flow controller.
5. The container network throttling method of claim 4, wherein the network card address comprises one of: the cloud container virtual interface address, the edge platform virtual machine network card address, the edge platform virtual network bridge address and the edge platform virtual interface address.
6. The container network current limiting method according to claim 1, wherein a kubernets is adopted as an arrangement framework of the cloud container, and a KubeEdge is adopted as an arrangement framework of the edge platform container.
7. The container network throttling method of claim 1, wherein the reliable transport mechanism further comprises a method of checking a version number:
checking the version number of the storage resource, and taking the version number as a first version number;
judging whether the version number of the current limiting information is older than the first version number;
if yes, refusing to send the current limit information.
8. A system for implementing the container network current limiting method of any one of claims 1 to 7, comprising a cloud message module and an edge container network card module,
the cloud message module is used for sending current limiting information to the edge platform;
the side container network card module is used for establishing a label for a network packet according to the current limiting information and the network card address of the edge platform, and the network card comprises a virtual interface of a container; and performing network flow limitation on the network packet through a flow controller based on the label and the flow limitation information.
9. The system of claim 8, further comprising a cloud container network card module, an edge message module, and an input module,
the input module is used for inputting current limiting information and sending the current limiting information to the cloud message module;
the side message module is used for receiving the current limiting information sent by the cloud message module;
the cloud container network card module is used for establishing a label for the network packet according to the current limiting information in the cloud message module and the address of the cloud container virtual interface, and performing network current limiting on the network packet through the flow controller based on the label and the current limiting information.
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| CN113783797B (en) * | 2021-09-13 | 2023-11-07 | 京东科技信息技术有限公司 | Network flow control method, device and equipment of cloud primary container and storage medium |
| CN114465956B (en) * | 2022-04-11 | 2022-08-23 | 北京金山云网络技术有限公司 | Method and device for limiting flow rate of virtual machine, electronic equipment and storage medium |
| CN114826994B (en) * | 2022-04-22 | 2023-08-29 | 重庆紫光华山智安科技有限公司 | User environment playback method, system, electronic device and readable storage medium |
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Denomination of invention: A Container Network Flow Limiting Method and System for Cloud Edge Collaborative Virtualization Scenarios Granted publication date: 20221108 Pledgee: Guotou Taikang Trust Co.,Ltd. Pledgor: HANGZHOU HARMONYCLOUD TECHNOLOGY Co.,Ltd. Registration number: Y2024980004921 |