Sensor-enabled technology is at the heart of exciting innovation in the retail, smart city, and industrial sectors. However, processing and analyzing all this data, especially from video sources, remains a significant bottleneck. The traditional cloud server systems in widespread use today cost too much, use too much energy, and take up too much space.