Analysis of Deployment Patterns for Edge Hosted Multimodal AI in Cloud–Edge Robotic Systems Utilizing ROS 2
Cloud-edge robotics combines on-board computing with cloud services to enhance the intelligence and scalability of robotic systems. However, professionals still lack guidance on how to package and deploy AI components. This article presents a comparative evaluation of four ROS 2 deployment patterns for cloud-edge robot...