Machine Learning at the Edge

In October 2016, I wrote about FogHorn Systems' Lightning software platform for real time analytics and its support from industrial companies such as GE, Bosch and Yokogawa. The newest version of Lightning will reportedly extend Lightning's analytics capabilities with the addition of integrated machine learning capabilities and universal compatibility across all major IIoT edge systems, according to FogHorn Systems. Edge computing appears to be the most likely technology through which manufacturers will predominantly connect devices and systems for Industrial Internet of Things (IIoT) initiatives. This is largely due to the fact that edge computing allows for on-premise analysis of manufacturing data, thereby mitigating bandwidth speed and cost issues associated with cloud-based analysis. It also narrows access to the data given the proper installation and use of cybersecurity technologies and practices.