Detecting the Business Incidents that Matter with Anomaly Detection
Mar 1, 2019
The report explores why companies need Anomaly Detection:
- Anomalies aren’t categorically good or bad, they’re just deviations from the expected value for a metric at any given point in time.
- Would you rather find out instantly from your own data metrics that something is amiss with your online sales or from angry (and now lost) customers on social media?
- Real-time anomaly detection is advantageous even when the detected anomalies include ones which don’t require an immediate response.
- When working with thousands or millions of metrics, real-time decision making requires online machine learning algorithms.