And more on research-level techniques: Ahmad et al. "Unsupervised real-time anomaly detection for streaming data": http://www.sciencedirect.com/science/article

And more on research-level techniques: Ahmad et al. "Unsupervised real-time anomaly detection for streaming data": http://www.sciencedirect.com/science/article/pii/S0925231217309864 http://www.sciencedirect.com/science/article/pii/S0925231217... Anomaly detection benchmark (dataset and evaluation): https://github.com/numenta/NAB https://github.com/numenta/NAB