The elements of anomaly detection in the Internet of Things

Teradata will host a free live webcast "Detecting Anomalies in IoT with Time-Series Analysis" on July 26, 2016, covering challenges in anomaly detection, statistical and machine learning algorithms applied in time-series data, event-based versus pattern-based anomaly detection, and tools to tackle anomaly detection. Find out more and register here. Predictive maintenance (PdM) is one of the biggest promises created by the Internet of Things (IoT). It's what factories, facilities, and anyone with a large piece of complicated equipment have been waiting for: accurate, automated warnings that a machine will soon fail in a certain way. Such warnings have substantial economic value when they let an organization maintain the machine proactively to avoid disruption of normal business operations.