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| Section | Weight | Objectives |
|---|
| Topic 1: Cloud Native Observability | 8% | - Logging & Tracing
- 1. Centralized logging
- 2. Distributed tracing basics
- Monitoring & Metrics
- 1. Tools and standards
- 2. Core observability signals
|
| Topic 2: Kubernetes Fundamentals | 46% | - Scheduling and Administration
- 1. Scheduler concepts
- 2. Basic kubectl operations
- Containerization Basics
- 1. Images and registries
- 2. Containers vs VMs
- Kubernetes Core Concepts
- 1. Cluster architecture and components
- 2. API resources and objects
- 3. Pods, Controllers, Services
|
| Topic 3: Cloud Native Architecture | 16% | - Cloud Native Principles
- 1. 12-factor applications
- 2. Microservices design
- Ecosystem & Landscape
- 1. CNCF projects overview
- 2. Serverless, service mesh concepts
|
| Topic 4: Cloud Native Application Delivery | 8% | - Deployment Strategies
- 1. Application lifecycle management
- 2. Rolling updates, canary releases
- Delivery Models
- 1. CI/CD pipelines
- 2. GitOps principles
|
| Topic 5: Container Orchestration | 22% | - Security & Troubleshooting
- 1. Basic troubleshooting methods
- 2. Security fundamentals
- Orchestration Principles
- 1. Why orchestration matters
- 2. Runtime environments
- Networking & Storage
- 1. Persistent storage concepts
- 2. Cluster networking model
|
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Linux Foundation Kubernetes and Cloud Native Associate Sample Questions (Q175-Q180):
NEW QUESTION # 175
Which of the following options include resources cleaned by the Kubernetes garbage collection mechanism?
- A. Unused container and container images, and obsolete logs from the kubelet.
- B. Terminated pods, completed jobs, and objects without owner references.
- C. Nodes deleted by a cloud controller manager and obsolete logs from the kubelet.
- D. Stale or expired CertificateSigningRequests (CSRs) and old deployments.
Answer: B
Explanation:
Kubernetes garbage collection (GC) is about cleaning up API objects and related resources that are no longer needed, so the correct answer is D. Two big categories it targets are (1) objects that have finished their lifecycle (like terminated Pods and completed Jobs, depending on controllers and TTL policies), and (2)
"dangling" objects that are no longer referenced properly-often described as objects without owner references (or where owners are gone), which can happen when a higher-level controller is deleted or when dependent resources are left behind.
A key Kubernetes concept here is OwnerReferences: many resources are created "owned" by a controller (e.
g., a ReplicaSet owned by a Deployment, Pods owned by a ReplicaSet). When an owning object is deleted, Kubernetes' garbage collector can remove dependent objects based on deletion propagation policies (foreground/background/orphan). This prevents resource leaks and keeps the cluster tidy and performant.
The other options are incorrect because they refer to cleanup tasks outside Kubernetes GC's scope. Kubelet logs (B/C) are node-level files and log rotation is handled by node/runtime configuration, not the Kubernetes garbage collector. Unused container images (C) are managed by the container runtime's image GC and kubelet disk pressure management, not the Kubernetes API GC. Nodes deleted by a cloud controller (B) aren' t "garbage collected" in the same sense; node lifecycle is handled by controllers and cloud integrations, but not as a generic GC cleanup category like ownerRef-based object deletion.
So, when the question asks specifically about "resources cleaned by Kubernetes garbage collection," it's pointing to Kubernetes object lifecycle cleanup: terminated Pods, completed Jobs, and orphaned objects- exactly what option D states.
=========
NEW QUESTION # 176
What is the main purpose of a DaemonSet?
- A. A DaemonSet ensures that a process (agent) runs on every node.
- B. A DaemonSet ensures that all (or certain) nodes run a copy of a Pod.
- C. A DaemonSet ensures that there are as many pods running as specified in the replicas field.
- D. A DaemonSet ensures that the kubelet is constantly up and running.
Answer: B
Explanation:
A DaemonSet ensures that a copy of a specific Pod runs on all or selected nodes in the cluster, typically for background or node-level services.
NEW QUESTION # 177
What is the purpose of the 'kube-proxy' component in Kubernetes and how does it contribute to the networking model?
- A. kube-proxy provides network security features by enforcing network policies and firewall rules.
- B. kube-proxy is responsible for managing network connectivity between pods and external services.
- C. kube-proxy implements the Kubernetes DNS service, resolving hostnames to IP addresses for pods within the cluster.
- D. kube-proxy enables communication between pods within the same namespace, ensuring they can access each others services.
- E. kube-proxy acts as a network load balancer for Kubernetes services, distributing traffic among pods.
Answer: E
Explanation:
kube-proxy is a critical component in Kubernetes' networking model. Its primary role is to act as a network load balancer for Kubernetes services. It listens on the node's IP address and forwards traffic to the corresponding pods based on service rules. This allows for load balancing, service discovery and efficient communication between pods and external clients. Options A, C, D, and E are incorrect. While kube-proxy contributes to external connectivity its core responsibility is internal load balancing. Communication within a namespace relies on the pod network, not kube-proxy. DNS resolution is handled by CoreDNS in Kubernetes, not kube-proxy. Security features like NetworkPolicies are implemented separately.
NEW QUESTION # 178
Which command provides information about the field replicas within the spec resource of a deployment object?
- A. kubectl describe deployment.spec.replicas
- B. kubectl explain deployment --spec.replicas
- C. kubectl get deployment.spec.replicas
- D. kubectl explain deployment.spec.replicas
Answer: D
Explanation:
The correct command to get field-level schema information about spec.replicas in a Deployment is kubectl explain deployment.spec.replicas, so B is correct. kubectl explain is designed to retrieve documentation for resource fields directly from Kubernetes API discovery and OpenAPI schemas. When you use kubectl explain deployment.spec.replicas, kubectl shows what the field means, its type, and any relevant notes-exactly what "provides information about the field" implies.
This differs from kubectl get and kubectl describe. kubectl get is for retrieving actual objects or listing resources; it does not accept dot-paths like deployment.spec.replicas as a normal resource argument. You can use JSONPath/custom-columns with kubectl get deployment <name> -o jsonpath='{.spec.replicas}' to extract the live value, but that's not what option A shows, and it's not "documentation." kubectl describe provides a human-friendly summary of a live resource instance (events, status, spec), but it doesn't target schema field definitions via dot-path in the way shown in option C.
Option D is not valid syntax: kubectl explain deployment --spec.replicas is not how kubectl explain accepts nested field references. The correct pattern is positional dot notation: kubectl explain <resource>.<field>.<subfield>....
Understanding spec.replicas matters operationally: it defines the desired number of Pod replicas for a Deployment. The Deployment controller ensures that the corresponding ReplicaSet maintains that count, supporting self-healing if Pods fail. While autoscalers can adjust replicas automatically, the field remains the primary declarative knob. The question is specifically about finding information (schema docs) for that field, which is why kubectl explain deployment.spec.replicas is the verified correct answer.
NEW QUESTION # 179
Which of the following Kubernetes components is responsible for authenticating and authorizing users who access the Kubernetes API?
- A. kube-proxy
- B. etcd
- C. kubectl
- D. kubelet
- E. apiserver
Answer: E
Explanation:
The Kubernetes API server (apiserver) is responsible for authenticating and authorizing users who access the Kubernetes API. It enforces access control rules based on RBAC (Role-Based Access Control) configurations. The apiserver acts as the central control point for all Kubernetes interactions, ensuring secure and controlled access to cluster resources.
NEW QUESTION # 180
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