Further reading

• Blog posts:
  • Anomaly detection articles: https://www.kdnuggets.com/tag/anomaly-detection
  • A practical guide to anomaly detection for DevOps: https://www.bigpanda.io/blog/a-practical-guide-to-anomaly-detection/
• Papers:
  • Root-Cause Analysis for Time-Series Anomalies via Spatiotemporal Graphical Modeling in Distributed Complex Systems: https://arxiv.org/abs/1805.12296
  • A Generalized Active Learning Approach for Unsupervised Anomaly Detection: https://arxiv.org/abs/1805.09411
  • Towards Explaining Anomalies: A Deep Taylor Decomposition of One-Class Models: https://arxiv.org/abs/1805.06230
  • Towards an Efficient Anomaly-Based Intrusion Detection for Software-Defined Networks: https://arxiv.org/abs/1803.06762