The Industrial Internet of Things megatrend is generating massive amounts of data from a wide range of new data sources. The big source of new data is analog data, coming from sensors tied to machines, electronic devices, and the environment. Big Analog Data™ sources are all around us (light, RF signals, vibrations, temperatures, and so on). We will need new architectures and approaches to manage and process this data at the edge and in the cloud to extract insights and drive business impact.