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| Topic | Details |
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| Topic 1 | - IT Architectures, Technologies, Standards: This section covers the differentiation between VMs and containers, helping determine the appropriate compute model. It also includes understanding Kubernetes architecture, networking, storage, service mesh, Helm, and reference architectures for VKS deployments.
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| Topic 2 | - VMware Products and Solutions: Focuses on configuring vSphere Supervisor capabilities, networking, storage, identity, and access for Kubernetes clusters. It also covers managing Kubernetes releases, CNIs, NSX networking objects, TLS certificates, and securing VKS clusters.
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| Topic 3 | - Troubleshoot and optimize the VMware Solution: Focuses on diagnosing and resolving provisioning, connectivity, namespace, VM class, storage, networking, container, registry, and CA errors. It also includes recovering failed upgrades and optimizing cluster performance using monitoring and scaling tools.
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| Topic 4 | - Plan and Design the VMware Solution: Covers evaluating the impact of load balancer sizing, namespace network options, and vSphere namespace architecture. It includes planning processes for enabling Supervisor clusters and implementing service mesh.
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| Topic 5 | - Install, Configure, Administrate the VMware Solution: Includes creating and managing Supervisor clusters, namespaces, zones, workloads, and add-on services. Also covers provisioning, scaling, updating VKS clusters, autoscalers, storage strategies, workload deployments, backup
- restore, and editing YAML configurations.
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VMware Advanced VMware Cloud Foundation 9.0 vSphere Kubernetes Service Sample Questions (Q82-Q87):
NEW QUESTION # 82
An administrator is upgrading an existing VMware vSphere Kubernetes Service (VKS) cluster and receives the following errors:
* kubectl get nodes fails with memcache.go and "server is currently unable to handle the request"
* couldn't get resource list for stats.antrea.tanzu.vmware.com/v1alpha1
* yaml: mapping values are not allowed in this context
The administrator successfully updated the Supervisor, but an attempt to update the VKS cluster failed. Based on the scenario, what is the cause of the problem?
- A. The Kubernetes version being upgraded is no longer supported.
- B. The administrator is in the wrong cluster context.
- C. There was an error pulling the update image from the catalog.
- D. The administrator does not have the appropriate permissions to upgrade the cluster.
Answer: B
Explanation:
The errors described-specifically the memcache.go failure, the inability to fetch resource lists for Antrea, and the YAML context error-are classic symptoms of aConfiguration Context mismatch. In VCF 9.0, there are two distinct layers of API interaction: theSupervisor Cluster API(used for management tasks like creating clusters) and theGuest Cluster API(used for deploying workloads within the VKS).
When an administrator upgrades a Supervisor, the API endpoint or the available API groups may change. If the administrator attempts to run kubectl commands against a VKS cluster while their kubeconfig context is still pointing to the Supervisor (or vice versa), the client will encounter "mapping values" errors and "unable to handle request" errors because it is sending requests to an endpoint that does not recognize those specific resource definitions (like Antrea stats in the wrong context). To resolve this, the administrator must ensure they have switched to the correct context using kubectl config use-context <cluster-name> after the Supervisor update to ensure the local client is communicating with the correct API server and version of the Kubernetes binaries.
NEW QUESTION # 83
A Platform Engineer is designing an auto-scaling strategy for a cluster hosting a machine learning workload. The workload creates transient "Job" pods that require significant GPU resources.
Requirements:
1. The cluster usually runs with 2 worker nodes.
2. When a ML job starts, it might request 10+ pods, each needing a full GPU.
3. The cluster must scale up to satisfy these requests and scale down to 0 or 2 when idle to save costs.
4. There is a limited number of GPU-capable hosts in the vSphere cluster.
Which design considerations are critical for the correct functioning of the Cluster Autoscaler in this scenario? (Choose 2.)
- A. The min-size for the GPU node pool should be set to 0 (Zero) to allow scaling from zero, assuming the VKS version supports scale-from-zero behavior.
- B. The vSphere Namespace must have a resource quota that allows for the maximum potential CPU/Memory/GPU usage of the scaled-out cluster (e.g., sufficient for 12+ nodes).
- C. The Cluster Autoscaler must be configured to ignore GPU resource requests because vSphere handles GPU assignment via DRS.
- D. The workload Pods must use podAntiAffinity to ensure they are scheduled on the Control Plane nodes.
- E. The TanzuKubernetesCluster YAML must define a separate worker node pool specifically using a GPU-enabled VM Class (e.g., gpu-large).
Answer: B,E
NEW QUESTION # 84
Which two package management tools can be used to configure and install applications on VMware vSphere Kubernetes Service (VKS)? (Choose two.)
- A. Grafana
- B. Helm
- C. Carvel
- D. Multus
- E. Fluent Bit
Answer: B,C
Explanation:
VCF 9.0 positions VKS clusters as Kubernetes-native environments where platform teams install and manage
"standard packages" and add-ons. In VCF Automation's VKS overview, VMware states that a set of packages is automatically included with a VKS cluster, includingkapp-controllerandsecret-gen controller. These components are part of theCarveltoolchain used for packaging and deploying applications/configuration in a Kubernetes-friendly, declarative way.
In addition, the VCF 9.0 CLI "package" workflows explicitly supportytt overlaysduring package installation
/updates (for example, --ytt-overlay-file and --ytt-overlays), which are configuration mechanisms associated with Carvel-based packaging workflows.
Helmis the other widely used Kubernetes package manager for installing and configuring applications through charts and values, and is commonly used by DevOps teams on Kubernetes clusters such as VKS for app deployment and configuration management. By contrast, Fluent Bit is a log shipper, Multus is a CNI multiplexer, and Grafana is a visualization tool-none are package management tools.
NEW QUESTION # 85
A DevOps Engineer is evaluating the VM Service (Virtual Machine Service) included with vSphere with Tanzu.
What is the primary architectural purpose of this service?
- A. To allow developers to provision and manage Virtual Machines using Kubernetes-native APIs (kubectl) alongside containerized workloads.
- B. To replace vCenter Server as the primary management interface for all vSphere Virtual Machines.
- C. To convert existing Virtual Machines into vSphere Pods automatically.
- D. To run containerized applications inside a specialized Virtual Machine without a Kubernetes control plane.
Answer: A
NEW QUESTION # 86
What StorageClass is supported for VMware vSphere Kubernetes Service (VKS)?
- A. A StorageClass that uses nfs.csi.k8s.io
- B. A StorageClass that uses the in-tree provisioner kubernetes.io/vsphere-volume
- C. A StorageClass that uses ebs.csi.aws.com
- D. A StorageClass that uses the CSI provisioner csi.vsphere.vmware.com
Answer: D
Explanation:
In VMware Cloud Foundation (VCF) 9.0, the vSphere Kubernetes Service (VKS) leverages the vSphere Container Storage Interface (CSI) driver as the standard and supported mechanism for dynamic volume provisioning. The CSI provisioner, specifically identified by the string csi.vsphere.vmware.com, is the modern replacement for the legacy " in-tree " volume plugins. This driver serves as the bridge between the Kubernetes API and vSphere's Cloud Native Storage (CNS) control plane located within vCenter Server.
When an administrator creates a StorageClass in VCF 9.0, it must reference this CSI provisioner to ensure that persistent volume claims (PVCs) are backed by vSphere datastores (such as vSAN, VMFS, or NFS). The transition to the CSI driver in VKS allows for advanced storage features not available in the legacy in-tree provisioner, including support for First Class Disks (FCD), volume snapshots, and resizing. Furthermore, VCF 9.0 documentation emphasizes that the legacy kubernetes.io/vsphere-volume in-tree provisioner has been deprecated and is not supported for modern VKS workload clusters. By using the csi.vsphere.vmware.
com provisioner, VKS ensures that storage lifecycle management is fully integrated into the SDDC, providing developers with automated, policy-driven storage that adheres to the performance and availability profiles defined by the vSphere administrator via Storage Policy Based Management (SPBM).
NEW QUESTION # 87
......
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