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CNCF [Cloud Native Computing Foundation]

Let's Generate Art and Traces! - Building a Spring Java Application with Kubernetes and Distributed Tracing

CNCF [Cloud Native Computing Foundation] via YouTube

Overview

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Learn to build a practical Spring and Java application that generates AI art while implementing distributed tracing in this 25-minute conference talk from KubeCon + CloudNativeCon. Explore how to create a generative AI application that stores prompts in a database, submits them to generative models, and displays the resulting images. Discover how to deploy the application on Kubernetes using batch job processing facilities while implementing security policies through RBAC. Master distributed tracing techniques using OpenTelemetry, Grafana, and Grafana Tempo to visualize request lifecycles as they flow through your application, turning GPU-powered art generation into a learning opportunity for cloud-native development practices.

Syllabus

Let's Generate Art and Traces! - Tiffany Jernigan, Grafana Labs

Taught by

CNCF [Cloud Native Computing Foundation]

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