Desktop-Based/Online Linux Foundation KCNA Practice Test

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| Section | Objectives |
|---|
| Kubernetes Fundamentals | - Core Kubernetes concepts
- 1. Pods, nodes, and control plane basics
- 2. Cluster architecture overview
|
| Cloud Security and Governance | - Security fundamentals in cloud native systems
- 1. Basic Kubernetes security principles
- 2. Identity and access concepts
|
| Cloud Native Observability | - Monitoring and logging
- 1. Metrics, logs, and tracing concepts
- 2. Observability tools overview
|
| Container Orchestration | - Container lifecycle and scheduling
- 1. Workload management concepts
- 2. Container runtimes
|
| Cloud Native Application Delivery | - CI/CD and deployment strategies
- 1. Release strategies (blue/green, canary)
- 2. GitOps concepts
|
| Cloud Native Architecture | - Microservices and distributed systems
- 1. Service discovery and API gateways
- 2. Scalability and resilience patterns
|
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Linux Foundation Kubernetes and Cloud Native Associate Sample Questions (Q30-Q35):
NEW QUESTION # 30
You are using Prometheus to monitor your Kubernetes cluster. You notice that several pods are
experiencing high memory usage. You want to investigate further to determine which containers within these pods are consuming the most memory. How can you effectively use Prometheus to identify these memory-intensive containers?
- A. Utilize the • metric to identify containers that are frequently restarting due to memory pressure.
- B. Use the metric to identify the requested memory limits for each containa
- C. Utilize the metric to identify pods that are not ready due to memory constraints.
- D. Use the 'kube_pod_container_status_memory_usage_bytes' metric to analyze the actual memory usage of each container.
- E. Filter Prometheus queries by container name and sort by memory usage to pinpoint the memory-intensive containers.
Answer: D,E
Explanation:
Both options B and D provide effective solutions for identifying memory-intensive containers. Option B allows you to directly analyze the 'kube_pod_container_status_memory_usage_bytes• metric, which provides the actual memory usage of each container within the pod. Option D suggests filtering Prometheus queries by container name and sorting by memory usage, enabling you to easily pinpoint containers with the highest memory consumption. While option A provides information about requested memory limits, it doesn't directly reflect the actual memory usage. Options C and E are not directly relevant to identifying memory-intensive containers.
NEW QUESTION # 31
You are deploying a microservices application to Kubernetes using a CI/CD pipeline. Which of the following tools are most commonly used for managing the deployment process and ensuring rolling updates?
- A. Docker Compose
- B. Helm
- C. Kubernetes Deployment
- D. kubectl
- E. Jenkins
Answer: B,C
Explanation:
Helm is a package manager for Kubernetes, simplifying the definition and deployment of complex applications. Kubernetes Deployment objects manage the rolling updates of your application, ensuring smooth transitions and high availability.
NEW QUESTION # 32
A ________ is a ready-to-run software package, containing everything needed to run an application.
- A. Container Image
- B. Container Runtime
- C. Container Repository
- D. Docker
Answer: A
Explanation:
https://kubernetes.io/docs/concepts/containers/#container-images

NEW QUESTION # 33
How long should a stable API element in Kubernetes be supported (at minimum) after deprecation?
- A. 24 months
- B. 6 months
- C. 9 months
- D. 12 months
Answer: D
Explanation:
Kubernetes has a formal API deprecation policy to balance stability for users with the ability to evolve the platform. For a stable (GA) API element, Kubernetes commits to supporting that API for a minimum period after it is deprecated. The correct minimum in this question is 12 months, which corresponds to option C.
In practice, Kubernetes releases occur roughly every three to four months, and the deprecation policy is commonly communicated in terms of "releases" as well as time. A GA API that is deprecated in one release is typically kept available for multiple subsequent releases, giving cluster operators and application teams time to migrate manifests, client libraries, controllers, and automation. This matters because Kubernetes is often at the center of production delivery pipelines; abrupt API removals would break deployments, upgrades, and tooling. By guaranteeing a minimum support window, Kubernetes enables predictable upgrades and safer lifecycle management.
This policy also encourages teams to track API versions and plan migrations. For example, workloads might start on a beta API (which can change), but once an API reaches stable, users can expect a stronger compatibility promise. Deprecation warnings help surface risk early. In many clusters, you'll see API server warnings and tooling hints when manifests use deprecated fields/versions, allowing proactive remediation before the removal release.
Options 6 or 9 months would be too short for many enterprises to coordinate changes across multiple teams and environments. 24 months may be true for some ecosystems, but the Kubernetes stated minimum in this exam-style framing is 12 months. The key operational takeaway is: don't ignore deprecation notices-they're your clock for migration planning. Treat API version upgrades as part of routine cluster lifecycle hygiene to avoid being blocked during Kubernetes version upgrades when deprecated APIs are finally removed.
NEW QUESTION # 34
Which of the following is NOT a key characteristic of a serverless architecture?
- A. Focus on business logic rather than infrastructure management
- B. Automatic scaling based on workload demand
- C. Pay-per-use pricing model.
- D. Pre-provisioned and managed servers-
- E. Event-driven execution model.
Answer: D
Explanation:
Serverless architectures are designed to abstract away the need for managing servers. They rely on cloud providers to handle provisioning, scaling, and infrastructure maintenance. Option C, Pre-provisioned and managed servers, contradicts the core principle of serverless computing, which is to avoid managing server infrastructure.
NEW QUESTION # 35
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