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| Section | Objectives |
|---|
| Cloud Native Observability | - Monitoring and logging
- 1. Metrics, logs, and tracing concepts
- 2. Observability tools overview
|
| Cloud Native Architecture | - Microservices and distributed systems
- 1. Scalability and resilience patterns
- 2. Service discovery and API gateways
|
| Container Orchestration | - Container lifecycle and scheduling
- 1. Container runtimes
- 2. Workload management concepts
|
| Kubernetes Fundamentals | - Core Kubernetes concepts
- 1. Pods, nodes, and control plane basics
- 2. Cluster architecture overview
|
| Cloud Native Application Delivery | - CI/CD and deployment strategies
- 1. Release strategies (blue/green, canary)
- 2. GitOps concepts
|
| Cloud Security and Governance | - Security fundamentals in cloud native systems
- 1. Identity and access concepts
- 2. Basic Kubernetes security principles
|
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Linux Foundation Kubernetes and Cloud Native Associate Sample Questions (Q330-Q335):
NEW QUESTION # 330
You're using a cloud provider's managed Kubernetes service with different pricing tiers for nodes. You want to optimize costs by using a mix of node types based on your workload needs. Which of the following is the most appropriate approach?
- A. Configure a horizontal pod autoscaler (HPA) to automatically choose the optimal node type based on workload demands.
- B. Utilize node pools with different node types and configure a node selector for deployments to target the appropriate pool.
- C. Use a third-party tool to analyze your cluster's resource utilization and recommend the best node types for each workload.
- D. Use only the most cost-effective node type for all deployments, regardless of their resource requirements.
- E. Manually choose the node type for each deployment based on its resource requirements.
Answer: B,C
Explanation:
Using a mix of node types based on workload needs is a key cost optimization strategy. Node pools with different node types allow you to run resource-intensive workloads on powerful nodes and less demanding workloads on less expensive nodes. A node selector can be used to target specific pools for deployments. Third-party tools can analyze resource utilization and provide recommendations for node type assignments. Manually choosing node types for each deployment is inefficient and prone to errors. HPA is designed for scaling pods, not choosing node types.
NEW QUESTION # 331
You are running a web application with a high demand for CPU resources. Which Kubernetes scheduling strategy could help you ensure pods are scheduled on nodes with the most available CPU capacity?
- A. Node anti-affinity
- B. Pod anti-affinity
- C. Node affinity
- D. Taints and tolerations
- E. Pod affinity
Answer: C
Explanation:
Node affinity allows you to define preferences for where pods should be scheduled based on node labels. You can use node affinity to prioritize scheduling on nodes with high CPU capacity. While the other options can influence scheduling, they are not directly focused on CPU availability.
NEW QUESTION # 332
What is the primary purpose of an Ingress resource in Kubernetes?
- A. To monitor the health status of application Pods.
- B. To manage persistent volumes for application data.
- C. To expose internal services to external web traffic.
- D. To store configuration data used by applications.
Answer: C
Explanation:
An Ingress resource defines rules for routing external HTTP/HTTPS traffic into the cluster, allowing internal Services to be accessed from outside through a single entry point.
NEW QUESTION # 333
Which of these commands is used to retrieve the documentation and field definitions for a Kubernetes resource?
- A. kubectl api-resources
- B. kubectl explain
- C. kubectl get --help
- D. kubectl show
Answer: B
Explanation:
kubectl explain is the command that shows documentation and field definitions for Kubernetes resource schemas, so A is correct. Kubernetes resources have a structured schema: top-level fields like apiVersion, kind, and metadata, and resource-specific structures like spec and status. kubectl explain lets you explore these structures directly from your cluster's API discovery information, including field types, descriptions, and nested fields.
For example, kubectl explain deployment describes the Deployment resource, and kubectl explain deployment.spec dives into the spec structure. You can continue deeper, such as kubectl explain deployment.spec.template.spec.containers to discover container fields. This is especially useful when writing or troubleshooting manifests, because it reduces guesswork and prevents invalid YAML fields that would be rejected by the API server. It also helps when APIs evolve: you can confirm which fields exist in your cluster's current version and what they mean.
The other commands do different things. kubectl api-resources lists resource types and their shortnames, whether they are namespaced, and supported verbs-useful discovery, but not detailed field definitions. kubectl get --help shows CLI usage help for kubectl get, not the Kubernetes object schema. kubectl show is not a standard kubectl subcommand.
From a Kubernetes "declarative configuration" perspective, correct manifests are critical: controllers reconcile desired state from spec, and subtle field mistakes can change runtime behavior. kubectl explain is a built-in way to learn the schema and write manifests that align with the Kubernetes API's expectations. That's why it's commonly recommended in Kubernetes documentation and troubleshooting workflows.
NEW QUESTION # 334
What framework does Kubernetes use to authenticate users with JSON Web Tokens?
- A. OpenID Container
- B. OpenID CNCF
- C. OpenID Connect
- D. OpenID Cluster
Answer: C
NEW QUESTION # 335
......
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