Riccardo Freschi - Event-driven autoscaling for K8s, using KEDA and Prometheus | KCD Warsaw 2025
Автор: KCD Warsaw
Загружено: 2025-11-18
Просмотров: 13
What if your Kubernetes workloads could scale exactly when they need to — and never a second too late?
In this talk from Kubernetes Community Days Warsaw 2025, Riccardo Freschi, Solutions Architect at AWS, shows how to achieve event-driven autoscaling with KEDA and Prometheus metrics.
Riccardo walks through practical architectures and demos, explaining how KEDA integrates with existing observability tools to react instantly to workload changes. The session explores how to balance cost, performance, and responsiveness by letting metrics and events drive your scaling decisions.
🔹 How event-driven autoscaling differs from traditional HPA
🔹 KEDA fundamentals and integration with Kubernetes clusters
🔹 Using Prometheus metrics as triggers for autoscaling
🔹 Architecture patterns and demo setup for hands-on replication
🔹 Real-world insights from cloud-native workloads at scale
📍 Recorded live at KCD Warsaw 2025, Varso Tower, Warsaw, Poland
🌐 Learn more: https://community.cncf.io/kcd-warsaw/
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