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| Section | Weight | Objectives |
|---|
| Cloud Native Architecture | 16% | - Infrastructure and Practices
- 1. DevOps Practices and Culture
- 2. Infrastructure as Code (IaC)
- 3. Immutable Infrastructure
- Architecture Concepts
- 1. Microservices Architecture
- 2. Serverless and FaaS
- 3. Elasticity and Resilience
- 4. Autoscaling (HPA, VPA, Cluster Autoscaler)
- Cloud Native Landscape
- 1. CNCF Role and Governance
- 2. CNCF Project Categories (Sandbox, Incubating, Graduated)
|
| Kubernetes Fundamentals | 46% | - Kubernetes API
- 1. Declarative Management (Manifests/YAML)
- 2. API Resource Structure and Versioning
- Scheduling
- 1. Resource Requests and Limits
- 2. Node Selection and Affinity
- 3. Taints and Tolerations
- Kubernetes Architecture
- 1. Control Plane Components (API Server, etcd, Scheduler, Controller Manager)
- 2. Worker Node Components (Kubelet, Kube-proxy, Container Runtime)
- Containers
- 1. Basic kubectl Commands
- 2. Container Images and Registries
- 3. Container Runtime Interface (CRI)
- Kubernetes Resources
- 1. Networking Resources (Services, Ingress)
- 2. Workload Resources (Pods, Deployments, StatefulSets, DaemonSets, ReplicaSets, Jobs, CronJobs)
- 3. Configuration Resources (ConfigMaps, Secrets)
|
| Cloud Native Observability | 8% | - Logging
- 1. Kubernetes Logging Architecture
- 2. Centralized Logging (Fluentd, Elasticsearch, Kibana)
- Monitoring and Metrics
- 1. Prometheus and Metrics Collection
- 2. Dashboards and Visualization (Grafana)
- Tracing
- 1. Distributed Tracing Concepts (OpenTelemetry, Jaeger)
|
| Container Orchestration | 22% | - Security
- 1. Pod Security Standards (Admission Control)
- 2. Network Policies
- 3. RBAC (Role-Based Access Control)
- Service Mesh
- 1. Sidecar Pattern and Traffic Management
- 2. Service Mesh Concepts (Istio, Linkerd)
- Orchestration Fundamentals
- 1. Scheduling and Resource Management
- 2. Service Discovery and Load Balancing
- 3. Self-healing and Rolling Updates
- Container Runtimes
- 1. Docker, containerd, CRI-O
- Networking
- 1. Kubernetes Networking Model
- 2. CoreDNS and Service Networking
- Storage
- 1. Storage Classes and Dynamic Provisioning
- 2. Volumes, PersistentVolumes (PV), PersistentVolumeClaims (PVC)
|
| Cloud Native Application Delivery | 8% | - CI/CD
- 1. Artifact Management and Image Registries
- 2. Continuous Integration and Continuous Delivery Pipelines
- GitOps
- 1. GitOps Principles and Workflow
- 2. Tools (Argo CD, Flux)
- Deployment Strategies
- 1. Blue/Green, Canary, Rolling Updates
|
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Linux Foundation Kubernetes and Cloud Native Associate Sample Questions (Q291-Q296):
NEW QUESTION # 291
Which of the following is a challenge derived from running cloud native applications?
- A. The lack of services provided by the most common public clouds
- B. The lack of different container images available in public image repositories.
- C. The operational costs of maintaining the data center of the company.
- D. The cost optimization is complex to maintain across different public cloud environments.
Answer: D
Explanation:
Cost optimization is complex to maintain across different public cloud environments because cloud native applications often span multiple clouds or hybrid setups, making it challenging to manage and optimize costs consistently.
NEW QUESTION # 292
Which of the following will view the snapshot of previously terminated ruby container logs from Pod web-1?
- A. kubectl logs -p ruby web-1
- B. kubectl logs -p -c web-1 ruby
- C. kubectl logs -c ruby web-1
- D. kubectl logs -p -c ruby web-1
Answer: D
Explanation:
To view logs from the previously terminated instance of a container, you use kubectl logs -p. To select a specific container in a multi-container Pod, you use -c <containerName>. Combining both gives the correct command for "previous logs from the ruby container in Pod web-1," which is option A: kubectl logs -p -c ruby web-1.
The -p (or --previous) flag instructs kubectl to fetch logs for the prior container instance. This is most useful when the container has restarted due to a crash (CrashLoopBackOff) or was terminated and restarted. Without
-p, kubectl logs shows logs for the currently running container instance (or the most recent if it's completed, depending on state).
Option B is close but wrong for the question: it selects the ruby container (-c ruby) but does not request the previous instance snapshot, so it returns current logs, not the prior-terminated logs. Option C is missing the -c container selector and is also malformed: kubectl logs -p expects the Pod name (and optionally container); ruby is not a flag positionally correct here. Option D has argument order incorrect and mixes Pod and container names in the wrong places.
Operationally, this is a common Kubernetes troubleshooting workflow: if a container restarts quickly, current logs may be short or empty, and the actionable crash output is in the previous instance logs. Using kubectl logs -p often reveals stack traces, fatal errors, or misconfiguration messages. In multi-container Pods, always pair -p with -c to ensure you're looking at the right container.
Therefore, the verified correct answer is A.
=========
NEW QUESTION # 293
Which command retrieves container logs from a specific container in a multi-container Pod?
- A. kubectl exec <pod> -- tail /var/log/app.log
- B. kubectl logs <pod> -c <container>
- C. kubectl logs <pod> -c <pod>
- D. kubectl describe pod <pod> -c
Answer: B
Explanation:
The kubectl logs command with the -c flag specifies the exact container within a multi-container Pod, allowing retrieval of logs from that specific container.
NEW QUESTION # 294
Which of the following is the name of a container orchestration software?
- A. Apache Mesos
- B. OpenStack
- C. Docker
- D. CRI-O
Answer: A
Explanation:
Apache Mesos is a container orchestration platform that manages and schedules containerized applications across a cluster.
NEW QUESTION # 295
What is a sidecar container?
- A. A container that runs next to another container within the same Pod.
- B. A Pod that runs next to another container within the same Pod.
- C. A container that runs next to another Pod within the same namespace.
- D. A Pod that runs next to another Pod within the same namespace.
Answer: A
Explanation:
A sidecar container is an additional container that runs alongside the main application container within the same Pod, sharing network and storage context. That matches option C, so C is correct. The sidecar pattern is used to add supporting capabilities to an application without modifying the application code. Because both containers are in the same Pod, the sidecar can communicate with the main container over localhost and share volumes for files, sockets, or logs.
Common sidecar examples include: log forwarders that tail application logs and ship them to a logging system, proxies (service mesh sidecars like Envoy) that handle mTLS and routing policy, config reloaders that watch ConfigMaps and signal the main process, and local caching agents. Sidecars are especially powerful in cloud-native systems because they standardize cross-cutting concerns-security, observability, traffic policy- across many workloads.
Options A and D incorrectly describe "a Pod running next to ..." which is not how sidecars work; sidecars are containers, not separate Pods. Running separate Pods "next to" each other in a namespace does not give the same shared network namespace and tightly coupled lifecycle. Option B is also incorrect for the same reason:
a sidecar is not a separate Pod; it is a container in the same Pod.
Operationally, sidecars share the Pod lifecycle: they are scheduled together, scaled together, and generally terminated together. This is both a benefit (co-location guarantees) and a responsibility (resource requests
/limits should include the sidecar's needs, and failure modes should be understood). Kubernetes is increasingly formalizing sidecar behavior (e.g., sidecar containers with ordered startup semantics), but the core definition remains: a helper container in the same Pod.
=========
NEW QUESTION # 296
......
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