Internet of Things for Architects

Basic data analytics in IoT

Data analytics intend to find events, usually in a streaming series of data. There are multiple types of events and roles that a real-time streaming analysis machine must provide. The following is a superset of analytic functions based on the work of Srinath Perera and Sriskandarajah Suhothayan, "Solution patterns for real-time streaming analytics." In Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems (DEBS '15). ACM, New York, NY, USA, 247-255. Following is an enumerated listing of these analytic functions:

• Preprocessing: Filter out events of little interest, denaturing, feature extraction, segmentation, transform data to a more suitable form (although data lakes prefer no ...