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  "formats": "Każda podstrona ma dwie wersje z tymi samymi danymi: JSON (adres strony + .json) i markdown (adres strony + .md). Do każdego `url` w tym dokumencie można dopisać .json albo .md.",
  "title": "Kubernetes Autoscaling. Build efficient, cost-optimized clusters with KEDA and Karpenter Christian Melendez, Jonathan Innis, Brandon Wagner",
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  "url": "https://www.kolczanksiazek.pl/christian-melendez/kubernetes-autoscaling-build-efficient-cost-optimized-clusters-with-keda-and-karpenter-christian-melendez-jonathan-innis-brandon-wagner/9781836643821",
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  "description": "Kubernetes is the backbone of modern containerized infrastructure, but scaling it efficiently remains a challenge. Kubernetes Autoscaling equips cloud professionals with this comprehensive guide to dynamically scaling applications and infrastructure using the powerful combination of Kubernetes Event-Driven Autoscaler (KEDA) and Karpenter, AWS’s next-generation cluster autoscaler. You’ll begin with autoscaling fundamentals, move through HPA and VPA, and then get hands-on KEDA for event-driven workloads and Karpenter for data plane scaling. With the help of real-world use cases, best practices, and detailed patterns, you’ll deploy resilient, scalable, and cost-effective Kubernetes clusters across production environments. By the end of this book, you’ll be able to implement practical autoscaling strategies to improve performance, reduce cloud costs, and eliminate over-provisioning.",
  "book": {
    "title": "Kubernetes Autoscaling. Build efficient, cost-optimized clusters with KEDA and Karpenter Christian Melendez, Jonathan Innis, Brandon Wagner",
    "slug": "kubernetes-autoscaling-build-efficient-cost-optimized-clusters-with-keda-and-karpenter-christian-melendez-jonathan-innis-brandon-wagner",
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}