Leveraging Argo Ecosystem for Scalable Cloud-Native Solutions at Databricks

Explore how Databricks leverages the Argo ecosystem for scalable cloud-native solutions in this 26-minute conference talk from the Cloud Native Computing Foundation (CNCF). Dive into the practical implementation of Argo Events, Argo Rollouts, and Argo Workflows, and their crucial role in dynamically scaling Model Serving workloads. Learn how traffic patterns from ingress Envoy proxy are analyzed to fine-tune scalability and deliver essential metrics, audit logs, and comprehensive reports to customers. Discover the journey of maintaining a transparent architecture across multiple cloud providers and solutions to overcome limitations in cloud-hosted Kubernetes, particularly scale-to-zero challenges. Gain insights into the seamless integration of the Argo ecosystem with various cloud-native technologies, including Kubernetes, Prometheus, and Envoy, enabling diverse use-cases at scale and redefining cloud infrastructure management.

Leveraging Argo Ecosystem for Scalable Cloud-Native Solutions at Databricks