"ABEJA Platform" is PaaS (Platform as a Service) architected for "Society5.0" and "Industry4.0" Ecosystem of IoT, Big data and AI, that collect sensor data from IoT devices, collaborate with existing data, training on cloud from their Big data using Deep Learning, inference on edge and cloud based the trained models, output inferred data via API. In the training phase of Deep Learning, the platform is optimized on distribution by GPU. In the inference phase, they admin various models(versioned), and deploy on cloud base distributed inference system or edge-side computer (ex: Jetson). Also, since the system is automatically scaled per the request on cloud. And the cloud system monitor the edge-side computer and user can control it like cloud system.