The confluence of machine learning and the connected device ecosystem is generating a new wave of automation capabilities, particularly at the edge. Formerly, IoT data has been sent to cloud-based systems for processing, creating latency and potential bandwidth bottlenecks. However, intelligent edge solutions are changing that by bringing compute p