Kubernetes and AI to Protect Our Forests: A Cloud Native Infrastructure for Wildfire Prevention
CNCF [Cloud Native Computing Foundation] via YouTube
Overview
This conference talk explores how Kubernetes and AI technologies are being deployed to combat wildfires through advanced prevention systems. Learn how Crossover Engineering BV is building cloud-native infrastructure to support AI-driven wildfire monitoring as climate change makes these disasters increasingly devastating. Discover the challenges of managing complex data pipelines for processing satellite imagery and environmental data, with special focus on GPU acceleration for AI workloads. The presentation covers architectural considerations for handling large datasets, ensuring scalability, and maintaining performance in mission-critical environmental protection systems. Gain practical insights into the operational challenges of deploying resilient wildfire monitoring infrastructure and understand how cloud-native technologies can be harnessed for environmental conservation efforts.
Syllabus
Kubernetes and AI To Protect Our Forests: A Cloud Native Infrastructure for Wildf... Andrea Giardini
Taught by
CNCF [Cloud Native Computing Foundation]