Kubernetes Basics

Kubernetes Basics

Kubernetes is an open-source platform designed to automate the deployment, scaling, and management of containerized applications. In 2026, it remains the global standard for container orchestration, increasingly used for complex workloads like AI/ML pipelines, edge computing, and multi-cloud environments. 

1. Core Architecture (The Cluster)

A Kubernetes environment is called a Cluster, which consists of two primary parts: 

  • Control Plane (The Brain): The central management layer that makes global decisions about the cluster (e.g., scheduling) and detects/responds to cluster events.
    • API Server: The entry point for all commands (via kubectl or code).
    • etcd: A highly available key-value store that holds the entire cluster state and configuration.
    • Scheduler: Matches new pods to healthy nodes based on resource needs.
    • Controller Manager: Continuously monitors the cluster to ensure the "actual state" matches your "desired state".
  • Worker Nodes (The Muscle): Machines (physical or virtual) where application containers actually run.
    • Kubelet: An agent on each node that ensures containers are running in their pods.
    • Kube-Proxy: Handles networking and traffic routing between pods.
    • Container Runtime: The engine (like containerd or CRI-O) that runs the containers. 

2. Key Objects & Resources

Kubernetes manages workloads through declarative objects, typically defined in YAML files. 

  • Pod: The smallest deployable unit; it encapsulates one or more tightly coupled containers that share storage and network resources.
  • Deployment: Describes the desired state for your application (e.g., "run 3 copies of this app"). It manages updates and rollbacks automatically.
  • Service: Provides a stable, permanent IP address or DNS name for a set of pods, enabling reliable communication even as pods are created or destroyed.
  • Namespace: A virtual cluster within a physical cluster, used to isolate resources between different teams or projects.
  • ConfigMaps & Secrets: Store non-confidential configuration and sensitive data (like passwords) separately from the application code. 

3. Essential Features

  • Self-Healing: If a container crashes, K8s automatically restarts or replaces it.
  • Horizontal Scaling: Automatically adds or removes pods based on CPU/memory usage or custom metrics.
  • Automated Rollouts/Rollbacks: Gradually updates application versions without downtime; if an update fails, it can automatically revert to the previous stable version.
  • Storage Orchestration: Automatically mounts local or cloud-based storage to your applications. 
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