Monitoring Serverless Workloads with OpenTelemetry and Prometheus

Explore the challenges and solutions for monitoring serverless workloads in this informative conference talk. Dive into the world of observability for serverless platforms like Google Cloud Run, KNative, and AWS Fargate. Learn how push-based telemetry and OpenTelemetry address the unique challenges posed by the transient nature of serverless environments. Discover the process of leveraging OpenTelemetry for pull-based Prometheus scraping, facilitating migration from Kubernetes environments. Gain insights into the necessary modifications made to Prometheus and OpenTelemetry to optimize resource usage and accommodate serverless workloads. Understand the importance of ongoing collaboration in enhancing observability for serverless computing. Empower yourself to leverage and contribute to open-source solutions, making them more effective in serverless environments.

Monitoring Serverless Workloads with OpenTelemetry and Prometheus - Ridwan Sharif, Google