CS代写 Cloud Computing INFS3208 – cscodehelp代写

Cloud Computing INFS3208
Re-cap
• Microservices
• •
• • • •
Docker Compose Docker Swam
Docker Machine
Create a Swarm
Deploy Services to a Swarm Deploy a Stack to a Swarm
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Outline
• •
• • • •
Kubernetes (K8s)
Architecture: Master and Worker Nodes Pods
Replicasets & Deployment
Service
Storage
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Evolution of Kubernetes
• Amazon Web Services (AWS) changed the world when it brought us modern day cloud computing.
• Kubernetes ( (koo-ber-net-eez) or K8s in short) was originally designed by Google and is now maintained by the Cloud Native Computing Foundation (CNCF).
• K8s provides automating deployment, scaling and management of containerised applications across multiple hosts.
• It works with a range of container tools, including Docker.
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Why Kubernetes?
• Automated rollouts and rollbacks
• Storage orchestration
• Self-healing
• Service discovery and load balancing
• Horizontal scaling
…
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Outline
• •
• • • •
Kubernetes (K8s)
Architecture: Master and Worker Nodes Pods
Replicasets & Deployment
Service
Storage
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Kubernetes Architecture
Master Node (Control Plane)
• Multi-master high availability (HA) is a must have
• Scheduling, detect, or respond to cluster events
API Server
• Central component
• Provides k8s APIs and authentication
Source: https://knowitinfo.com/what-is-kubernetes-control-plane/
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Kubernetes Architecture
Master Node (Control Plane)
• Multi-master high availability (HA) is a must have
• Scheduling, detect, or respond to cluster events
Scheduler
• Watch for the unassigned ‘task’
• Assign it to a node which has available resources (CPU & memory) matching the requirement
• Perform predicate checks and rank nodes
Source: https://knowitinfo.com/what-is-kubernetes-control-plane/
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Kubernetes Architecture
Master Node (Control Plane)
• Multi-master high availability (HA) is a must have
• Scheduling, detect, or respond to cluster events
Controller manger
• Node controller
• ReplicaSet (Replication) controller
• Endpoint controller
• Namespace controller
Etcd
• consistent and highly-avail key value store (cluster info)
Source: https://knowitinfo.com/what-is-kubernetes-control-plane/
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Kubernetes Architecture
Worker Node
1. Watch the API server for new work assignments
2. Executenewworkassignments
3. Report back to the control plane (via the API server)
Kubelet
• Core agent; runs on every worker nodes in the cluster
• Register the node with the cluster
• Watch the API server, execute the task, maintain the reporting channel
• Reports task failure
Source: https://knowitinfo.com/what-is-kubernetes-control-plane/
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Kubernetes Architecture
Worker Node
1. Watch the API server for new work assignments
2. Executenewworkassignments
3. Report back to the control plane (via the API server)
Container Runtime
• Perform container-related tasks
• Other choices e.g., Kata and containerd
Kube-proxy
• Responsible for local cluster networking
• Make sure each node gets its unique IP address
• Handle routing and load-balancing (IPTABLES / IPVS)
Source: https://knowitinfo.com/what-is-kubernetes-control-plane/
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Packing Apps for Kubernetes
For an application to run on a Kubernetes cluster…
1. Being packaged as a container
2. Being wrapped in a Pod
3. Being deployed via a declarative manifest file
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Outline
• •
• • • •
Kubernetes (K8s)
Architecture: Master and Worker Nodes Pods
Replicasets & Deployment
Service
Storage
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What is a Pod?
• The atomic unit of scheduling in K8s – Pod • ContainersmustalwaysruninsideofPods
https://kubernetes.io/docs/concepts/workloads/pods/
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• •
Literally, Pod: a group of whale
Simplest model: one container per Pod; Advanced use cases that run multiple containers inside a single Pod
• e.g.,helpercontainerthatpullsthelatest content
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What is a Pod?
•
Multiple containers in a Pod share the same Pod environment
–
https://kubernetes.io/docs/concepts/workloads/pods/
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• • •
Networking, as a unique cluster IP address Shared storage, as Volumes
Information about how to run each container,
(e.g. the container image version or specific ports to use)
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What is a Pod?
• Scaling:Podsareminimumunitofscaling • Deployment:AsinglePodcanonlybe
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•
scheduled to a single node
Lifecycle: is associated with a new ID and IP address
For an application to run on a Kubernetes cluster…
1. Being packaged as a container
2. Being wrapped in a Pod
3. Being deployed via a declarative manifest file
https://kubernetes.io/docs/concepts/workloads/pods/
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Declarative v.s. Imperative
• The declarative model and the concept of desired state are at the very heart of K8s.
• In K8s, the declarative model works like:
Manifest File (YAML)
1.Declare the desired state of an application (microservice) in a manifest file 2.POST it to the API server
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https://kubernetes.io/docs/concepts/workloads/pods/
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Declarative v.s. Imperative
• The declarative model and the concept of desired state are at the very heart of K8s.
• In K8s, the declarative model works like:
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Manifest File (YAML)
Implement the desired state & add watch loop
3. Kubernetes stores it in the Etcd as the application’s desired state
4. Kubernetes implements the desired state on the cluster
5. Kubernetes implements watch loops -> current state of the application doesn’t vary from the desired state
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Declarative v.s. Imperative
• Imperativemodel:issuelonglistsofplatform-specificcommandstobuildthings • Declarative model:
• Simpler: concise file vs long scripts of imperative commands • Self-healing
• Scaling
• Versioncontrol
•…
For an application to run on a Kubernetes cluster…
1. Being packaged as a container
2. Being wrapped in a Pod
3. Being deployed via a declarative manifest file
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Example: Setup for Deployments
• Test playground: Play with Kubernetes (https://labs.play-with-k8s.com/)
• HostedKubernetes:zero-effortproduction-gradeKubernetesasyouwillget,e.g.,
• GCP: Google Kubernetes Engine (GKE), AWS: Elastic Kubernetes Service (EKS)
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Example: Setup for Deployments
• Sometoolsarepre-installed:Kubectl(Kubernetesclient)&Kubeadm(createcluster)
https://kubernetes.io/docs/reference/kubectl/cheatsheet/
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Example: Setup for Deployments
• Sometoolsarepre-installed:Kubectl(Kubernetesclient)&Kubeadm(createcluster)
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MiniKube: Easy to install, light; Single-node only
https://kubernetes.io/docs/tutorials/kubernetes-basics/create- cluster/cluster-interactive/
Kubeadm: production-level; Hard Installation, heavy
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Example: Setup for Deployments
• Sometoolsarepre-installed:Kubectl(Kubernetesclient)&Kubeadm(createcluster) Play-with-k8s Playground
Tips: ctrl + insert = copy shift + insert = paste
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Demo: Try it Yourself
• Now let’s go to the playground and give it a try Play-with-k8s Playground (https://labs.play-with-k8s.com/)
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Demo: Try it Yourself
• Now let’s go to the playground and give it a try Play-with-k8s Playground
• Thisisbecauseyouhaven’tconfiguredthePodnetworkyet
Tips: ctrl + insert = copy shift + insert = paste
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Demo: Try it Yourself
• Create a Pod with Mongo in an imperative way Creating
Running
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Demo: Try it Yourself
• Create a Pod with Mongo in an declarative way
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Pod.yml
Mandatory keywords:
• apiVersion: version of Pod API
• kind: type of object
• Metadata: a name and labels
• spec: define the container
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Pod’s scheduling sequence
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Outline
• •
• • • •
Kubernetes (K8s)
Architecture: Master and Worker Nodes Pods
Replicasets & Deployment
Service
Storage
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Deployments
Deployment controller
• Deployment: object type in K8s API
• Use Replicasets provide self- healing and scaling
Replicasets controller
• Ensure the specified number of replicas of a service are always running
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Deployments
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Demo: Google Kubernetes Engine (GKE) – Create a Cluster
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Demo: GKE – Create a Cluster
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Demo: GKE – Log in using Cloud Shell
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Demo: Deploy Replicasets
Replicaset YAML file
• apiVersion, kind, metadata • spec:
• replicas: desired number of replicas
• selector: select which pods should be
included
• template: required field, same schema as a Pod specification
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Demo: Deploy Replicasets
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Demo: Deploy Replicasets – Self-healing
• Destroy a Pod in the cluster as a simulation of failure
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Deployments
Deployment controller
• Deployment: object type in K8s API
• Use Replicasets provide self- healing and scaling
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Deployments
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Demo: Deployments
Deployment YAML file
• minReadySeconds: minimum number of seconds before Kubernetes starts considering the Pods healthy
• revisionHistoryLimit
• strategy: RollingUpdate/Recreate
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Demo: Deployments
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Demo: Deployments – Rolling Updates
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Outline
• •
• • • •
Kubernetes (K8s)
Architecture: Master and Worker Nodes Pods
Replicasets & Deployment
Service
Storage
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Service
Motivation
• There are no communication path
• Pods are unreliable
• gets a new address
Definition
• Services provide reliable networking for a set of Pods
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Service
• REST object in the API that you define in a manifest and POST to the API server
• Every Service gets its own stable IP address, its own stable DNS name and its own stable port.
• Leverage labels to dynamically select the Pods they will send traffic to.
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Kubernetes Master Kubernetes Nodes
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Service
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Service
Container tries to connect…
Visit Kube-dns
Kubelet configured the nameserver
Iptables maintained by kube-proxy
Iptable forwards request to just one endpoint
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Service
Create services by exposing ports
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• ClusterIP (default): expose the port only inside the cluster
• NodePort: expose the target port on every node to the outside
• LoadBalancer: only useful when combined with cloud provider’s load balancer
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• Specified -> expose a deployment object
• Name it as ‘cc-demo-service’
• The port to expose (28017 for Mongodb)
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Service
Create services with YAML file (kubectl apply –f service.yml)
https://kubernetes.io/docs/concepts/services-networking/ingress/
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Outline
• •
• • • •
Kubernetes (K8s)
Architecture: Master and Worker Nodes Pods
Replicasets & Deployment
Service
Storage
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Kubernetes Storage
• Persistent Volume Subsystem:
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https://kubernetes.io/docs/concepts/storage/persistent-volumes/ https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ebs-volumes.html
• PersistentVolume(PV):howyou map external storage onto the cluster; resource
• PersistentVolumeClaim(PVC):a request for storage by a user; claim checks to the resource
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Kubernetes Storage
https://kubernetes.io/docs/concepts/storage/persistent-volumes/
1. Create the PV.
2. Create the PVC.
3. Define the volume.
4. Mount it into a container.
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Kubernetes Storage
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•ReadWriteOnce (RWO) •ReadWriteMany (RWM) •ReadOnlyMany (ROM)
https://kubernetes.io/docs/concepts/storage/persistent-volumes/
gke-pv.yml
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Kubernetes Storage
Persistent Volume Claim: like a ticket that grants the Pod to the PV
https://kubernetes.io/docs/concepts/storage/persistent-volumes/
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Kubernetes vs Docker Swarm
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https://medium.com/edureka/kubernetes-vs-docker-45231abeeaf1
Source: quarterly report on developer trends in the cloud by Digital Ocean
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Review
• •
• • • •
Kubernetes (K8s)
Architecture: Master and Worker Nodes Pods
Replicasets & Deployment
Service
Storage
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What’s Next?
Getting more hands-on practice
• Play with Kubernetes classroom: https://training.play-with-kubernetes.com/kubernetes- workshop/
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Getting prepared for certification
• https://cloud.google.com/certification/cloud-architect Remember to stop GKE clusters when not in use…
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What’s Next?
A few more things to explore…
• Kubernetes Dashboard (https://kubernetes.io/docs/tasks/access-application-cluster/web-ui- dashboard/)
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• •
ConfigMaps (https://kubernetes.io/docs/concepts/configuration/configmap/)
Threat Modeling (https://kubernetes.io/docs/tasks/administer-cluster/securing-a-cluster/)
https://kubernetes.io/docs/concepts/configuration/configmap/
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Tutorial & Practical for Week 6
Tutorial 5 (Week 6)
1. Please describe what Kubernetes (K8s) is.
2. What are the motivations of using Kubernetes?
3. Please describe the components and their functions in a Kubernetes cluster?
4. Please generally summarise the workflow of Kubernetes
Practical 5 (Week 6)
1. Use Docker commands to deploy a PHP-based web development environment with four containers.
2. Consultation for A1
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Next (Week 7) Topic:
Databases in Cloud Computing NoSQL: Redis & MongoDB
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