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[Hardware] Pass4training Linux Foundation CGOA Exam Questions in PDF Format

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【Hardware】 Pass4training Linux Foundation CGOA Exam Questions in PDF Format

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Linux Foundation Certified GitOps Associate Sample Questions (Q14-Q19):NEW QUESTION # 14
In the context of GitOps, what is the purpose of a State Store?
  • A. To provide a system for storing temporary state data during GitOps deployments.
  • B. To provide a system for storing the current state of an application.
  • C. To provide a system for storing immutable versions of Desired State declarations.
  • D. To provide a system for storing mutable versions of Desired State declarations.
Answer: C
Explanation:
AState Storein GitOps is the system of record whereDesired State declarationsare kept. It must be immutable and versioned to ensure full auditability, traceability, and rollback capabilities. Git itself is the most common State Store.
"The Desired State must be stored in a State Store that is versioned and immutable. This guarantees traceability and enables recovery by reverting to previous commits." Thus, the correct answer isD.
References:GitOps Terminology (CNCF GitOps Working Group).

NEW QUESTION # 15
Which of the following is an example of an external reconciler?
  • A. Kubeflow
  • B. Kustomize
  • C. Helm
  • D. Flux
Answer: D
Explanation:
Areconcilerensures that the actual system matches the desired state declared in Git. External reconcilers run outside the core cluster orchestration process.Fluxis a widely used GitOps external reconciler that continuously syncs cluster state with the repository.
"Flux is an example of a GitOps reconciler that continuously monitors Git repositories and applies changes to the cluster. As an external reconciler, it handles synchronization and reconciliation loops outside the direct application code." Thus,A: Fluxis correct.
References:GitOps Tooling (CNCF GitOps Working Group).

NEW QUESTION # 16
You are working on a GitOps project and need to understand the similarities and differences between pull- based messaging systems and event-driven systems. What is a key difference between these two types of systems?
  • A. Pull-based systems require a constant network connection to receive updates.
  • B. Event-driven systems are less flexible and scalable compared to pull-based systems.
  • C. When only events trigger reconciliation, the system is more vulnerable to drift caused by other things.
  • D. Pull-based systems are more efficient in handling real-time events.
Answer: C
Explanation:
In GitOps, thepull-based modelcontinuously reconciles the actual state with the desired state. This makes it resilient to drift, since reconciliation runs regularly. In contrast,event-driven systemsonly reconcile when an event occurs (e.g., a webhook), which makes them more prone to drift if changes happen outside those events.
"A pull-based reconciliation loop ensures continuous alignment with the desired state. Event-driven reconciliation, triggered only on events, risks system drift if changes occur outside those triggers." Thus, the correct answer isD.
References:GitOps Related Practices (CNCF GitOps Working Group), Reconciliation Models.

NEW QUESTION # 17
In the context of GitOps, what doesContinuousmean?
  • A. Reconciliation continues to happen.
  • B. Reconciliation must happen instantaneously.
  • C. Reconciliation only happens once.
  • D. Reconciliation happens only during instantiation.
Answer: A
Explanation:
One of the four core GitOps principles is that the system must beContinuously Reconciled. This means reconciliation is not a one-time or on-demand process but happensconstantlyin the background, ensuring the actual system state remains aligned with the declared desired state.
"GitOps requires that reconciliation is continuous. Software agents continuously compare actual state against desired state and automatically reconcile differences." Thus, the correct answer isC.
References:GitOps Principles (CNCF GitOps Working Group),Principle 4: Continuously reconciled.

NEW QUESTION # 18
A GitOps project wants to leverage both ArgoCD and Flux for a deployment. Can ArgoCD and Flux be used in conjunction?
  • A. ArgoCD and Flux can be used together, leveraging a drop-in extension for ArgoCD, ensuring that both reconciliation engines do not conflict.
  • B. If you modify their source code, ArgoCD and Flux can only be used together.
  • C. ArgoCD and Flux cannot be used together as they are designed for different types of deployments.
  • D. ArgoCD and Flux cannot be used together as they have conflicting functionalities.
Answer: A
Explanation:
ArgoCD and Flux are the two primary CNCF GitOps tools. While both are reconciliation engines, they can be used together carefully if configured properly to avoid conflicts. For example, Flux can be used to manage configuration sources, while ArgoCD handles application-level delivery. Extensions and integration points allow them to complement each other.
"ArgoCD and Flux implement the GitOps reconciliation principle. Though they provide overlapping functionality, they can be integrated by carefully managing their scope. For instance, Flux can manage sources and Helm charts, while ArgoCD handles higher-level deployments. Extensions exist to allow cooperation without conflict." Thus, the correct answer isC.
References:GitOps Tooling (CNCF GitOps Working Group).

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