statefulsets vs deployment. Pods deployed by Deployment are identical and interchangeable, created in random order with random hashes in their Pod names. statefulsets vs deployment

 
 Pods deployed by Deployment are identical and interchangeable, created in random order with random hashes in their Pod namesstatefulsets vs deployment Reading Time: 4 minutes In Kubernetes we find different resources for deploying applications such as Deployment Statefulset daemonset In this blog, we will

Identity and Stable Network hostnames: StatefulSets are used for those applications that require stable network identity and hostnames. For the node affinity we could use node selector. They are listed below. If your application is stateless, you should use Deployment and not StatefulSet. also during upgrades and deployments. This allows you to easily replicate Pods and attach a storage volume to the Pods. However, even when using the same name for the volume claim as before, it seems to be creating an. Ordered, graceful deployment and scaling. What are StatefulSets and why are they needed? Deployments vs StatefulSets TL;DR. For more information, refer to Rolling Back to a. StatefulSets currently require a Headless Service to be responsible for the network identity of the Pods. StatefulSets DaemonSets There is one other type ReplicationController but Kubernetes now favors Deployments as Deployments configure ReplicaSets to support. Unlike deployments, statefulset maintains an identity for each of the pods. This is useful in cases where the deployment process is stalled or requires adjustments. In the same blog we used PersistentVolumeClaim for dynamic provisioning of PersistentVolume, but we used. It’s easy to use and has a wide range of features, making it an ideal choice for managing applications in a production environment. It is roughly analogous to a Deployment, but tailored to stateful rather than stateless processes. Kubernetes Replication Controller vs Deployment Deployments are intended to replace Replication Controllers. Gestiona el despliegue y escalado de un conjunto de Pods, y garantiza el orden y unicidad de dichos Pods. Here is a step by step tutorial on how to use StatefulSets and some basic operations on StatefulSets. 60. StatefulSets are valuable for applications that require one or more of the following. The solution(s) : Use a StatefulSet, ReplicaSet or DaemonSet to ensure the Pod creation after a Node failure. In contrast to that, the Pods deployed by StatefulSet component are NOT identical and deployment is more complex. StatefulSets is a new feature and, as a result, running this example will require an environment based on Kubernetes 1. Another option i've came up with is splitting service deployments into bootstrap-node deployment, bootstrap-node service and all-other-nodes deployment, which allows me to use bootstrap-node service as a contact point (that's not completely safe, though). Grafana Enterprise. Because Elasticsearch client nodes are stateless, you can deploy them as Kubernetes Deployments. Stable, persistent storage. g. You can also learn how to Deploy a stateful application. Comparison. StatefulSet. This page describes the use of StatefulSet objects in Google Kubernetes Engine (GKE). They have different semantics while updating or when the pod becomes unreachable. StatefulSets are useful for stateful applications, which require a stable pod name. In order to understand how StatefulSet works, you first need to understand how database clusters work, as well concepts of Kubernets StatefulSet vs Deployment. Deployment manages creating Pods by means of ReplicaSets. yaml file under the current location. StatefulSets provide the ability to use persistent volumes for each. 3. yaml pod2. Before the deployment can start, there are some steps required to initialize your local environment:A DaemonSet runs a single pod on each node in the cluster, whereas a StatefulSet maintains a unique identity for each pod it manages. Stable And Ordered. For example, look at web_stateful. Configuring the YAML for a DeploymentStatefulSet vs Deployment. Personally speaking, I've gone full-circle on the idea that things should be statefulsets vs deployments meaning I believe. In these circumstances you may have to reach for alternative deployment. Using StatefulSets to run Stateful applications. Let’s understand both. It can appear that StatefulSet is a way to solve at most one instance in a situation with a network partition , but that is mostly in case of a stateful replicated application like e. but there is a hick. deployments should be should be used. In summary, StatefulSets are great building blocks for running stateful workloads on Kubernetes. $ kubectl apply -f secret. All three of these are defined via YAML configuration, are created as an object in the cluster, and are then managed on an ongoing basis by a Kubernetes controller. The labels are assigned in the “metadata” section in the deployment. Network Identities: Kubernetes. Deployment: Deployment is a built-in. StatefulSets handle the deployment and scaling of sets of Kubernetes pods, providing guarantees about their uniqueness and ordering. 80 383 more pod1. Kubernetes Deployment vs. In this article. What it boils down to is that Deployment will create Pods with spec taken from the template. One of the more powerful features of a StatefulSet is the use of persistent. The key difference between stateful and stateless applications is that stateless. “Hay otro, el ReplicationController pero Kubernetes ahora apunta a Deployment que automáticamente crea ReplicaSets”. The solution(s) : Use a StatefulSet, ReplicaSet or DaemonSet to ensure the Pod creation after a Node failure. The annotation does not need to. There is also a general lack of understanding when it comes to disk access policies, what RWO/RWX means, and what they allow you to do. A. . (順番を担保したデプロイとスケーリング) Ordered, automated rolling updates. Kubernetes Statefulsets are used to deploy Stateful Applications. Ordered, graceful deployment and scaling. Additionally, StatefulSets enables you to reschedule database pods to other nodes. As a result, running this example will require an environment based on Kubernetes 1. Unlike a. Statefulsets is used for Stateful applications, each replica of the pod will have its own state, and will be using its own Volume. Sorted by: 21. DaemonSets. support@dzone. StatefulSets can be used to create pods with a guaranteed start-up order and unique identifiers. The database and Kubernetes itself run on the same machines. StatefulSetCondition describes the state of a statefulset at a certain point. Here you can see how the Deployment itself runs a ReplicaSet that then runs 3 pods. There are two primary options for deploying a database on Kubernetes: StatefulSets and. Ordinals can start from arbitrary non-negative numbers. The primary idea behind StatefulSets is to allow developers to deploy applications that require data to be stored in a filesystem with the ability to re-attach to them if they restart by failure. A template describes a set of objects that can be parameterized and processed to…This task shows how to scale a StatefulSet. 9, so your version doesn't has support for it. DaemonSets StatefulSets are Kubernetes resources that allow us to deploy and manage the stateful application. Step 1. Let’s take a look at Deployments, DaemonSets, and StatefulSets. I think statefulsets make sense for it. October 4, 2021 Topics: Cloud Volumes ONTAP, Elementary, Kubernetes What Is Kubernetes Deployment? A Deployment is a Kubernetes resource object used for declarative application updates. First, let's verify that StatefulSet has created the leader ( mehdb-0) and. ReplicaSets fall short when used to deploy a stateful application because they treat all the Pods the same, give them random hostnames and IP addresses that change on restarts. Statefulsets and Operators are not that similar. js application and you want to scale the Node. It makes sense for Operators to rely on them and benefit from the pod volume mapping handled by Kubernetes. They both consume resources and can affect overall performance. They function similarly to Deployments but assign a unique identifier to each Pod they encapsulate. kubectl describe svc nginx-app1. Other examples of stateful applications include MySQL clusters, Redis, Kafka, MongoDB, and others. StatefulSet. Thats said, this is an easier solution, and that let you easier scale up to more replicas: When using StatefulSet and PersistentVolumeClaim, use the volumeClaimTemplates: field in the StatefulSet instead. StatefulSets. Pods retain their identifiers even if they're restarted or scheduled onto another Node. It allows us to automate deployments, scale, and manage containerized applications. If ordering may become important in the future, statefulsets become the obvious route; you can replicate deployment behavior with statefulsets, but not (as easily) in the other direction. Kubernetes is an open-source platform that automates the deployment, scaling, and management of. Statefulsets. Step 1 - Create Kubernetes Environment. As the name suggest the statefulsets are specifically used to make sure the app state is saved by each running pod. StatefulSets. Currently the StatefulSets support only two kinds of update strategies:. You can delete a StatefulSet in the same way you delete other resources in Kubernetes: use the kubectl delete command, and specify the StatefulSet either by file or by name. If you need Pods to have their own persistent volume, then use StatefulSets. Let's deploy mehdb first. In this article we examined how StatefulSets work, and how they differ from a Deployment. You are responsible for creating this Service. Identities are defined as: - Network: A single stable DNS and hostname. StatefulSets go a long way in reducing the complexity of deploying and managing stateful applications in Kubernetes. 5. As the Kubernetes manual states: StatefulSets are valuable for applications that require one or more of the following: Stable, unique network identifiers. OK, so back to Deployment with PVC or StatefulSet with PVC. If you are using Deployment, StatefulSet, DaemonSet, ReplicaSet or ReplicationController, to trigger a new deployment you will need to make a manual change to the pod template component of the configuration defined by the resource. The pod template specifies the container image and port to be used for the application. StatefulSet is a workload API object designed to assist in managing stateful applications. As opposed to the Deployment, the StatefulSet creates pods directly. Apr 6, 2020 at 8:53. Switch on the feature gate with the command line flag --feature-gates=StatefulSetMinReadySeconds=true on kube-apiserver and kube-controller-manager. 2. Find a wide-ranging variety of Deployment Vs Statefulset In Kubernetes Statefulset In Kubernetes Explained Stateless Stateful classified ads on our high-quality marketplace. This tutorial will demonstrate Kubernetes StatefulSets as well as PodDisruptionBudgets, and PodAntiAffinity. yaml. To understand about Statefulset you need to know how generally database deployments. Stateful applications are those which required persistent storage to work aptly. Manages the deployment and scaling of a set of Pods, and provides guarantees about the ordering and uniqueness of these Pods. The kubectl apply -f used to apply the configuration file kubernetes (where your deploy your desired application). Their purpose is to keep a set of identical pods running and upgrade them in a controlled way. Statefulsets, on the other hand, are useful when running workloads that require persistent storage. Using volumeClaimTemplates, each replica will get a unique PersistentVolumeClaim with statefulset whereas all replicas would share the PersistentVolumeClaim with a deployment. StatefulSets. Unique network ID - A headless service controls the pod network identity. You may notice two things here: (1) there is only one pod created while we asked for three, and (2) the pod name contains the StatefulSet name. Unlike in a standard Deployment, StatefulSets are aware that your application is stateful and will therefore treat it accordingly. This tutorial provides an introduction to managing applications with StatefulSets. When comparing a Deployment vs Replica Set, the former provides the same replication functions (through Replica Sets) and also the ability to rollout changes and roll them back if necessary. StatefulSet Kubernetes | Understand what StatefulSet in Kubernetes is and how it worksUsing StatefulSet in practice 🙅🏼‍♀️ are API objects that represent stateful applications. Having that you should preserve data on scaling events. 𝐉𝐨𝐢𝐧 𝐭𝐡𝐞 𝐅𝐫𝐞𝐞 𝐌𝐚𝐬𝐭𝐞𝐫𝐜𝐥𝐚𝐬𝐬 𝐨𝐧 𝐃𝐨𝐜𝐤𝐞𝐫 & 𝐊𝐮𝐛𝐞𝐫𝐧𝐞𝐭𝐞𝐬 𝐅𝐨𝐫. To deploy the PostgreSQL cluster, we will create a dedicated namespace named database. Kubernetes StatefulSet simply explained | Deployment vs StatefulSet. , pod-0, pod-1, pod-n. g. pod之间没有顺序 2. A StatefulSet is better suited to stateful workloads that require persistent storage on each cluster node, such as databases and other identity-sensitive workloads. Kubernetes Deployments Vs StatefulSets. js application to five replicas. A Kubernetes pod is a cluster deployment unit that typically contains one or more containers. Author: Peter Schuurman (Google) Kubernetes v1. PVCs are not the only reason to use Statefulsets over Deployments. Case of statefulsets: name of pod initially: mongo-0 name of pod after it gets deleted & recreated: mongo-0 Here, pod name remained the same. StatefulSets are a pain in the neck when you need to do rolling updates or to upgrade your Kubernetes version, because they are not too easy to scale. statefulSetCanary: self. StatefulSets. Otherwise, using StatefulSets will help ensure a number of requirements can be met for your stateful app. Thus providing reliably and some HA, even if there a single application instance running. The most basic difference is that you would get ability to persist pod level state with statefulsets. On the other hand, Jenkins is a stateful application. While they have similar goals, they handle them in very different ways. This tutorial provides an introduction to managing applications with StatefulSets. Contrairement à un Deployment, un. A Kubernetes pod is a cluster deployment unit that typically contains one or more containers. Deployment 适合场景无状态的应用特点1. yaml. g. We are looking at a Kubernetes scenario that requires us to maintain N pods for a given Deployment (let's assume for simplicitly that N is static and N = 3). When you have an app which requires persistence, you should create a stateful set instead of deployment. By default, Kubernetes uses the. Using the Kubernetes Scheduler, the Deployment Controller runs replicas on any available node with available resources. Nashville, TN 37211. Deployments vs Daemonsets vs Statefulsets. Deployment in Kubernetes Statefulset in Kubernetes. DaemonSets, StatefulSets and Deployments are three ways to deploy workloads in Kubernetes. The pod template specifies the container image and port to be used for the application. Statefulsets are used for databases where the state of the application is the crucial part of the deployment. stateless applications. We are going to need the affinity/anti-affinity settings. Nashville, TN 37211. persistent deployment manifest: As you can see its straight forward. A ReplicaSet (RS) is a Kubernetes object used to maintain a stable set of replicated pods running within a cluster at any given time. Kubernetes StatefulSets are commonly used to manage stateful applications. 5 or later. A StatefulSets are Kubernetes objects used to consistently deploy stateful application components. Pods (and, by extension, containers) are, nevertheless, short-lived entities. I want to deploy a single Pod on a Node to host my service (like GitLab for the example). The deployment is made up of 2 Nginx web servers; both of them are connected to a persistent volume. Now run the kubectl apply command to create the secret in Kubernetes. For example, to create and check a service configuration for an Nginx application, use the following: kubectl expose deployment/nginx-app1. References: The first referred URL (k8s SS) states explicitly: StatefulSets currently require a Headless Service to be responsible for the network identity of the Pods. Furthermore assigning more CPU requests to a pod does not automatically mean that the container/application will. Introducing Client-Side Field Level Encryption and MongoDB 5. 0 version. Get Full-Length High-Quality DevOps Tutorials for Free - Subscribe Now. Provision a Static PV for a Deployment Workload. A Deployment, on the other hand, is suitable for stateless workloads that use multiple replicas of one pod, such as web servers like Nginx and Apache. Nashville, TN 37211. Compare Kubernetes StatefulSet vs. We will use Redis as Statefulsets for our Vote application. Additionally, we are creating a Persistent Volume using the volumeClaimTemplate and using it in the StatefulSet to store the PostgreSQL data. Each new pod in statefulset then have a new PV attached to. g. 5; it consists of a bond between the pod and the Persistent Volume. Headless Services: For stateful applications, use headless services to create stable network identities for each pod. Deployments have two main disadvantages compared with StatefulSets and DaemonSets. StatefulSetには以下のような特徴がある。. Hi keycloak community, the keycloak operator currently creates the workloads as deployment which means that the pods are replaced by a new ones when they are restarted. Not something I thought of a couple a years ago when the chart was made. Pods hold the containers for an application. Ordered, automated rolling updates. They each have their own sticky identity, which they keep between. Pods are created and terminated in a predictable order, ensuring orderly scaling and rolling updates. Apr 6, 2020 at 8:53. yaml. You can use StatefulSets to deploy stateful applications and clustered applications that save data to persistent storage, such as Compute Engine persistent. StatefulSets manage the creation, scaling, and deletion of pods. Deployment; StatefulSets; DaemonSets “Hay otro, el ReplicationController pero Kubernetes ahora apunta a Deployment que automáticamente crea ReplicaSets. We can use the kubectl describe secret command to display additional information about the resource. The controller periodically adjusts the number of replicas in a replication controller or deployment to match the observed average CPU utilization to the target specified by user. 9. Manages the deployment and scaling. The difference between StatefulSets and Deployments reflects the divide between stateful and stateless systems. It is clearly explained in the documentation under Deleting the Statefulset: Deleting a StatefulSet through kubectl will scale it down to 0, thereby deleting all pods that are a part of it. Kubernetes has rich features like StatefulSets and deployment. 22. By default, Kubernetes deployment rollout history remains in the system so that you can roll back at any time. Read stories about Statefulsets on Medium. StatefulSets Example. They differ in terms of maintaining a persistent identity for each pod. To make it easier to eliminate fields or restructure resource representations, Kubernetes supports multiple API versions, each at a different API path, such as /api/v1 or /apis/extensions/v1beta1 and to extend the Kubernetes API, API groups is implemented. A number of features intrinsic with the use of StatefulSets are the guarantees around deployment and scaling. Deployments are a great choice for applications that don’t require any state to be maintained. What's your latest thoughts on the deployment/statefulset approaches and challenges. Our current updateStrategy is. 1 Answer. Stable Network Identities: StatefulSets provide stable network identities for each pod, making it easy to communicate with specific pods in the set. Comme un Déploiement, un StatefulSet gère des Pods qui sont basés sur une même spécification. It allows you to define the Kubernetes Deployment or StatefulSet that you want KEDA to scale based on a scale trigger. 1. DaemonSet Kubernetes has several ways to deploy applications, including deployments,. There are many benefits. 16 or above) deployments in cluster using Prometheus. Any application. Welcome to a comprehensive journey into the heart of Kubernetes deployment strategies – StatefulSets and Stateless Deployments. updateStrategy is left unspecified. Get Started. StatefulSets are Kubernetes component that is used specifically for stateful applications. Deployment. Apr 16, 2020 at 6:14. You can also learn how to Deploy a stateful application. StatefulSets create volumes on the fly using a volumeClaimTemplate. be/JGtJj_nAA2s Kubernetes Operator explained (manager for your stateful application 🚀) youtu. This tool is tailored to provide developers with an experience of iteration…The containers in a pod talk to each other via local host, whereas pod-to-pod communication is done via services. - Storage: As many VolumeClaims as requested. podManagementPolicy: "Parallel". This allows you to easily replicate Pods and attach a storage volume to the Pods. Ordered, graceful deployment and scaling. Both are related to the limited control that deployments provide over how an application runs: Lack of granular control. They keep unique identities for each Pod they manage and use the same identity when Pods need to be rescheduled. Pods deployed by Deployment are identical and interchangeable, created in random order with random hashes in their Pod names. A big advantage of Kubernetes and StatefulSets is that you can scale the number of MongoDB Replicas up and down with a single command! To scale up the number of replica set members from 3 to 5, run this command: kubectl scale --replicas=5 statefulset mongo. Persistent Storage. Before you begin StatefulSets are only available in Kubernetes version 1. is to have a global option setting for CF4K8s at installation time where is possible to specify if statefulsets vs. DaemonSets replicate a Pod to every Node in your cluster, while StatefulSets provide persistent replica identities. StatefulSets. Their hostnames include their numerical replica identifier, allowing external applications to interact with the same replica after a Pod’s rescheduled. g. Unlike a Deployment, a StatefulSet maintains a sticky identity for each of. In my understanding JGroups Cluster is designed to work with stable node identities like they are provided by statefulset. Fully managed. So by passing this flag to kubectl delete the Pods that are managed by. As the name suggest the statefulsets are specifically used to make sure the app state is saved by each running pod. To provision a static PV for a Deployment workload, the procedure is as follows: Note: The examples in this section. Viewed 373 times. When the Grafana deployment becomes unstable due to crash looping, bugs, and so on, you can roll back a deployment to an earlier version (a REVISION). Deployments with three replicas all schedule simultaneously. Overview of StatefulSets. Pods created by a StatefulSet have a unique and stable network identity. StatefulSets are beneficial for apps that need: Steady and persistent storage. See moreTL;DR. Statefulsets is used for Stateful applications, each replica of the pod will have its own state, and will be using its own Volume. (順番を担保した削除と終了) 参照:Using StatefulSets. Any application. I have chosen this option since we are using a single node MariaDB, which works better as a statefulset than as a deployment. 2. Cassandra, a database, needs persistent storage to provide data durability (application state). I am using local storage and I dont want statefulsets getting scheduled in a single node. Using a statefulset also ensures that pods. It provides guarantees about the ordering of deployment and scaling. Their purpose is to keep a set of identical pods running and upgrade them in a controlled way. Stateful vs. As I mentioned in comments this can be done with help of StatefulSets. The below example demonstrates the components of a StatefulSet. To create a service, use the kubectl expose command. Deployment. 0. It works fine, but since resources like databases are stateful I thought of using Statefulset for the mongodb, but now the problem is, when I go through the documentation, statefulset has volumeClaimTemplates instead of volumes (in. In StatefulSets, the pods get created as well as deleted in a specific order. How PVC works in case of statefulsets. StatefulSetの概要. To create the deployment, run the following command: $ kubectl apply -f deployment. Unlike in a standard Deployment, StatefulSets are aware that your application is stateful and will therefore treat it accordingly. In general you cannot convert a StatefulSet into a Deployment unless you only plan on. If ordering may become important in the future, statefulsets become the obvious route; you can replicate deployment behavior with statefulsets, but not (as easily) in the other direction. Whereas the Statefulsets maintain a unique. But some apps need a stable environment, where objects are created in a known order with fixed names. In Kubernetes, a Deployment is a workload resource object that lets you configure the lifecycle of pods in the cluster. The list of stateful charts. yaml 384 clear 385 kubectl get pods 386 kubectl delete deploy my-dep 387 clear 388 kubectl get pods 389 clear 390 kubectl get pods 391 kubectl apply -f pod1. As a result, sometimes other Kubernetes services compete with the stateful service over available resources. 2. Deploying a MongoDB Database: Here is an example of how to deploy a MongoDB database using a StatefulSet in Kubernetes. one replica pod will go down and the updated pod will come up. com. HPA is a Kubernetes component that automatically updates workload resources such as Deployments and StatefulSets, scaling them to match demand for applications in the cluster. Both Pod and Deployment are full-fledged objects in the Kubernetes API. Similar to deployments, StatefulSets manage pods with identical container specifications. 23 introduced a new, alpha-level policy for StatefulSets that controls the lifetime of PersistentVolumeClaims (PVCs) generated from the StatefulSet spec template for cases when they should be deleted automatically when the StatefulSet is deleted or pods in the StatefulSet are scaled down. 4. 安定したネットワーク識別子. With a StatefulSet (as replicas are rescheduled) the naming convention, network names, and storage persist. kubectl get pods NAME READY. Why use StatefulSets. Published Oct 5, 2022 StatefulSets let you run stateful applications in Kubernetes. StatefulSets was introduced in Kubernetes 1. Kubernetes provides Deployments for managing application orchestration. Today, we’ll take a look at some of the same YAML markup, but zero in on StatefulSets instead. This can be extended to a scenario where different. 9) is a Kubernetes resource used to manage stateful applications. Deployment Strategy: There are two strategies available in the Kubernetes Deployment. KEDA will monitor that service and based on the events that occur it will automatically scale. You make sure to bind a volume to your database container. name-0, name-1, name-2, so you can easily predict what would be the names of the…StatefulSets instead use VolumeClaimTemplates, which assign a unique PVC to each replica. DaemonSets are designed to run background services that are required by the other containers in the cluster, such as logging and monitoring agents, while StatefulSets are used to run stateful applications. Deploy the app to Kubernetes: kubectl apply -f deployment. type is set to RollingUpdate,. StatefulSets are valuable for applications that require one or more of the following. statefulset. How do they differ while persisting data. g. My problem is that if I'm writing into Solr during a rolling update of the statefulset I get errors when I reach the deployment of the solr cluster leader. KEDA will monitor that service and based on the events that occur it will automatically scale your resource out/in accordingly. You should not run a database (or other stateful workload) as Deployment, use StatefulSet for those. 15. As name says statefulsets : In kubernetes if you are running the stateful application that time instead of deployment you have to use the statefulsets. This allows you to easily replicate Pods and attach a storage volume to the Pods. A StatefulSet’s YAML manifest defines a template for its Pods. Although this is not directly answer your question, maybe it provides some hint for your consideration. Like. : Using StatefulSets. StatefulSets. system (system) Closed March 11, 2022, 6:44am 3. Kubernetes. 0 with new features and enhancements is available now. StatefulSets use cases; StatefulSets are valuable for applications that require one or more of the following. updateStrategy: type: RollingUpdate. But Statefulsets eliminates the previous states and data stored problems. This is the expected behavior. The problem is : a Pod will not be re-created after the Node failure (like a reboot). I have created. 3343 Perimeter Hill Drive. Deployments allow you. apps "web" created. After successfully starting kube-apiserver and kube-controller-manager, you will see AvailableReplicas in the status and minReadySeconds. Deployments configure apps in a generic way. Deployments use ReplicaSets as a mechanism to orchestrate Pod creation, deletion, and updates. StatefulSets 1. have the number of replicas in a text file (e. StatefulSets are a Kubernetes resource specifically designed to manage stateful applications. Not all stateful applications scale nicely. Both Deployment and StatefulSet try to maximize the availability - but StatefulSet cannot sacrifice data consistency (e. You might set the Deployment to have replicas: 3 so that if one of them fails the other two can pick up the load. Using the Kubernetes Scheduler, the Deployment Controller runs replicas on any available node with available resources. The operator defaults to creation of StatefulSets. It provides a more graceful method of deployment and scaling and ensures data is available via unique identity.