The confluence of artificial intelligence and the connected device ecosystem is fostering a new wave of automation capabilities, particularly at the boundary. Previously, IoT data has been sent to cloud-based systems for processing, creating latency and potential bandwidth bottlenecks. However, distributed AI are changing that by bringing compute p