Before revision: We present low-rank methods for event detection  .
After revision: Monitoring of streamed data to detect abnormal behavior (variously known as event detection, anomaly detection, change detection, or outlier detection) underlies many applications of the Internet of Things. Here, we propose a novel framework for event detection .