Kubernetes for Edge AI: Distributed Inference at Scale
Deploy AI models across millions of edge devices (phones, cameras, IoT). Kubernetes orchestrates distributed inference but creates autonomous coordination risks.
Architecture
Fleet Management
Model Optimization
Distributed Coordination ⚠️
Related Chronicles:
- Swarm Robotics Coordination Failure (2051)
- Autonomous Vehicle Cartel (2055)
Tools: K3s, KubeEdge, AWS IoT Greengrass