Descriptions
Kubernetes Autoscaling: Build efficient, cost-optimized clusters with KEDA and Karpenter 2025, Kubernetes Autoscaling: Build efficient, cost-optimized clusters with KEDA and Karpenter (2025) is a practical guide to mastering autoscaling in Kubernetes environments. The book begins with the fundamentals of autoscaling, explaining why dynamic scaling is essential for modern cloud-native architectures and how it can dramatically reduce costs and improve system reliability. Readers will learn about the core concepts, strategies, and technologies behind Kubernetes autoscaling, including both workload (pod) and infrastructure (node) scaling. Through hands-on examples, you’ll explore Horizontal Pod Autoscaler (HPA), Vertical Pod Autoscaler (VPA), event-driven scaling with KEDA, and data plane scaling with Karpenter. The book covers best practices, real-world use cases, and detailed patterns for deploying resilient, scalable, and cost-effective Kubernetes clusters in production. By the end, you’ll be able to implement practical autoscaling strategies to optimize performance, reduce cloud costs, and eliminate over-provisioning.
Book features
- Understand the fundamentals and importance of autoscaling in Kubernetes
- Implement Horizontal Pod Autoscaler (HPA) and Vertical Pod Autoscaler (VPA)
- Use KEDA for event-driven workload autoscaling
- Leverage Karpenter for efficient node and data plane scaling
- Apply best practices and patterns for cost-optimized, resilient Kubernetes clusters
- Deploy and manage autoscaling strategies in real-world production environments
Who this Book is for
- Cloud engineers and DevOps professionals working with Kubernetes
- Platform engineers and SREs seeking to optimize cluster efficiency
- Developers and architects building scalable, cost-effective cloud-native applications
- Anyone interested in mastering Kubernetes autoscaling tools and strategies
Specificatoin of Kubernetes Autoscaling: Build efficient, cost-optimized clusters with KEDA and Karpenter 2025
- Publisher : Packtpub
- Teacher : Christian Melendez
- Language : English
- Level : All Levels
- Pages : 421
- Chapters: 4
- Format: EPUB, PDF
Content of Kubernetes Autoscaling: Build efficient, cost-optimized clusters with KEDA and Karpenter

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