Event-Driven Autoscaling for Serverless Java on Kubernetes - KEDA and Knative Integration

Explore event-driven autoscaling for serverless Java applications in this GeeCON 2023 conference talk. Delve into the limitations of Kubernetes' Horizontal Pod Autoscaling based on hardware resource utilization and discover how KEDA and Knative address these challenges. Learn to redesign Kubernetes autoscaling architecture using event-driven metrics from Apache Kafka, moving beyond standard CPU and memory resources. Gain insights into integrating Knative and KEDA for serverless Java applications using Quarkus, enabling more efficient and responsive scaling based on event metrics from multiple sources such as Apache Kafka and AWS SQS.

GeeCON 2023: Daniel Oh - Event-driven autoscaling for Serverless Java