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Kubernetes Scaling Strategies: 4 Approaches Every Engineer Should Know

  • This article discusses four key Kubernetes scaling mechanisms that every DevOps engineer, platform architect, or backend developer should understand.
  • The first approach is ideal for stateless services to maintain responsiveness during load spikes and reduce idle resource consumption.
  • The second approach is suitable for monolithic applications or workloads where more resources per pod improve performance.
  • Cloud integration allows this mechanism to work with major platforms like AWS, GCP, and Azure.
  • The third approach involves autoscaling to ensure infrastructure meets demand without manual intervention.
  • The fourth approach is useful for systems with predictable traffic patterns like e-commerce or media streaming.
  • The article also mentions resources for learning system design and coding interview preparation.
  • Current Guidelines:
  • 3. Grokking the Advanced System Design Interview: Learn system design through architectural review of real systems.
  • 4. Grokking the Coding Interview: Patterns for Coding Questions: Faster preparation for coding interviews.
  • 5. Grokking the Object Oriented Design Interview: Learn to prepare for object-oriented design interviews with practice questions.
  • 6. System Design Course Bundle
  • 7. Coding Interviews Bundle
  • 8. Tech Design Bundle
  • 9. All Courses Bundle

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