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    Home»Machine Learning»Kubernetes Interview Questions and Answers | by Sanjay Kumar PhD | Feb, 2025
    Machine Learning

    Kubernetes Interview Questions and Answers | by Sanjay Kumar PhD | Feb, 2025

    Team_AIBS NewsBy Team_AIBS NewsFebruary 23, 2025No Comments4 Mins Read
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    16. What’s Ingress in Kubernetes?

    Ingress is an API object that manages exterior entry to companies, offering:

    • Site visitors routing guidelines
    • SSL/TLS termination
    • Load balancing

    17. What are the various kinds of companies in Kubernetes?

    • ClusterIP (default) — Inside service throughout the cluster.
    • NodePort — Exposes the service through a static port on every node.
    • LoadBalancer — Creates an exterior load balancer.
    • ExternalName — Maps companies to an exterior DNS.

    18. What’s a Kubernetes Load Balancer?

    A Load Balancer distributes incoming community visitors throughout a number of pods to:

    • Optimize useful resource utilization.
    • Improve fault tolerance.
    • Enhance software availability.

    19. How do pods talk inside a cluster?

    Pods talk through:

    • Localhost (throughout the similar pod).
    • Cluster DNS Service (utilizing Kubernetes Companies).
    • Surroundings Variables (auto-generated by Kubernetes).

    20. What’s Position-Based mostly Entry Management (RBAC) in Kubernetes?

    RBAC restricts consumer entry by defining:

    • Roles (permissions for assets).
    • RoleBindings (assign roles to customers/teams).
    • ClusterRoles (permissions for whole clusters).

    21. How will you safe a Kubernetes cluster?

    • Restrict entry to etcd (because it incorporates delicate knowledge).
    • Use Community Insurance policies to isolate workloads.
    • Allow role-based entry management (RBAC).
    • Monitor and log exercise utilizing instruments like Prometheus.

    22. What are some Kubernetes monitoring instruments?

    • Prometheus — Metrics assortment and alerting.
    • Grafana — Interactive visualization dashboard.
    • cAdvisor — Actual-time container monitoring.
    • Fluentd — Log processing and forwarding.

    23. How do you guarantee excessive availability in Kubernetes?

    • Use a number of grasp nodes (HA setup).
    • Allow Pod Disruption Budgets (PDB) to attenuate downtime.
    • Implement rolling updates as an alternative of recreating pods.

    24. How will you assign a Pod to a selected node?

    Through the use of node affinity or taints & tolerations, e.g.:

    25. What occurs when a employee node fails?

    • Kubernetes detects failure and marks the node as NotReady.
    • The scheduler strikes pods to different wholesome nodes.
    • If working on the cloud, auto-scaling could provision a brand new node.

    26. How do you carry out upkeep on a Kubernetes node?

    Use the next instructions:

    1. What are the 2 forms of Kubernetes pods?

    • Single-container pods: Include just one container (most typical).
    • Multi-container pods: Include a number of containers that share storage and networking.

    2. What’s a Job in Kubernetes?

    A Job ensures {that a} pod runs to completion and may restart failed duties till completion. It’s used for batch processing duties.

    3. What’s a Persistent Quantity (PV) in Kubernetes?

    A Persistent Quantity (PV) is a cluster-wide storage useful resource, separate from pods, that retains knowledge even when a pod is deleted.

    4. What’s a Persistent Quantity Declare (PVC)?

    A Persistent Quantity Declare (PVC) permits customers to request storage assets dynamically from Persistent Volumes.

    5. How do you expose a Kubernetes service externally?

    Use NodePort, LoadBalancer, or Ingress to show companies.

    6. How does a Kubernetes Headless Service work?

    A Headless Service doesn’t assign a ClusterIP and gives direct DNS-based discovery to backend pods.

    7. What’s the distinction between ClusterIP, NodePort, and LoadBalancer?

    • ClusterIP: Accessible solely inside the cluster.
    • NodePort: Opens a static port on all nodes for exterior entry.
    • LoadBalancer: Makes use of a cloud supplier’s exterior load balancer.

    8. How does Kubernetes deal with auto-scaling?

    • Horizontal Pod Autoscaler (HPA): Scales pods primarily based on CPU/reminiscence utilization.
    • Vertical Pod Autoscaler (VPA): Adjusts useful resource requests and limits for current pods.
    • Cluster Autoscaler: Provides/removes employee nodes.

    9. How will you optimize workload distribution in Kubernetes?

    • Use Affinity and Anti-affinity guidelines for node placement.
    • Implement Horizontal Pod Autoscaler (HPA).
    • Use Useful resource Requests & Limits to optimize CPU/reminiscence utilization.

    10. What occurs when a Kubernetes pod exceeds its reminiscence restrict?

    • Kubernetes terminates the pod with an OOM (Out of Reminiscence) error.
    • The container receives a SIGKILL sign.

    11. How do you obtain zero-downtime deployments in Kubernetes?

    • Use Rolling Updates to replace pods incrementally.
    • Deploy Canary releases to check updates on a small subset of customers.
    • Implement Readiness Probes to make sure visitors is just despatched to wholesome pods.

    12. What safety greatest practices needs to be adopted in Kubernetes?

    • Allow Position-Based mostly Entry Management (RBAC).
    • Use Community Insurance policies to isolate workloads.
    • Allow Pod Safety Insurance policies (PSP).
    • Limit entry to etcd.
    • Scan container photos for vulnerabilities.

    13. What are some challenges of working Kubernetes in manufacturing?

    • Safety dangers (misconfigured RBAC, uncovered APIs).
    • Advanced networking (Ingress, Load Balancing, Service Mesh).
    • Useful resource optimization (CPU/reminiscence utilization).
    • Monitoring and logging at scale.

    14. What occurs when the Grasp Node fails?

    • If HA (Excessive Availability) is not configured, the cluster turns into unresponsive.
    • In an HA setup, one other grasp node takes over.

    15. How do you improve a Kubernetes cluster?

    • Backup cluster knowledge.
    • Improve Management Airplane (Grasp Node) first.
    • Improve Employee Nodes utilizing a rolling replace.
    • Confirm all elements after the improve.



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