APIs

1. Anomaly Detector

   The Anomaly Detection service detects anomalies automatically in time series data. It supports several functionalities, one is for detecting the whole series with model trained by the time series, another is detecting the last point with model trained by points before. With this service, business customers can discover incidents and establish a logic flow for root cause analysis. We also provide change point detection, which is another common scenario on time series analysis and service monitoring. Change point detection targets to discover tend changes in the time series. To ensure online service quality is one of the main reasons we developed this service. Our team is dedicated to continuing to improve the anomaly detection service to provide precise results.

2. Anomaly Detector v1.1

   Anomaly Detector is an AI service with a set of APIs, which enables you to monitor and detect anomalies in your time series data with little ML knowledge, either batch validation or real-time inference. It includes the following features:

   • Univariate Anomaly Detection - Detect different types of anomalies in single variable.
   • Multivariate Anomaly Detection - Detect different types of anomalies in multiple variables from your equipment or system.

3. Anomaly Detector v1.1-preview

   The Anomaly Detection service detects anomalies automatically in time series data. It supports several functionalities, one is for detecting anomalies in single time-series, including entire, last and change point detection. The other is detecting anomalies in multiple time-series. With univariate anomaly detection ability, business customers can discover incidents and establish a logic flow for root cause analysis. The multivariate anomaly detection APIs in Anomaly Detector analyze dependencies and inter-correlations between different signals. It enables customers to gather a group of related time-series and detect failures with a wholistic view. To ensure online service quality is one of the main reasons we developed this service. Our team is dedicated to continuing to improve the anomaly detection service to provide precise results.

   This Multivariate Anomaly Detection is currently available in:

   • East US - eastus.api.cognitive.microsoft.com
   • East US 2 - eastus2.api.cognitive.microsoft.com
   • South Central US - southcentralus.api.cognitive.microsoft.com
   • UK South - uksouth.api.cognitive.microsoft.com
   • West Europe - westeurope.api.cognitive.microsoft.com
   • West US 2 - westus2.api.cognitive.microsoft.com

4. Anomaly Detector v1.1-preview.1

   The Anomaly Detection service detects anomalies automatically in time series data. It supports several functionalities, one is for detecting anomalies in single time-series, including entire, last and change point detection. The other is detecting anomalies in multiple time-series. With univariate anomaly detection ability, business customers can discover incidents and establish a logic flow for root cause analysis. The multivariate anomaly detection APIs in Anomaly Detector analyze dependencies and inter-correlations between different signals. It enables customers to gather a group of related time-series and detect failures with a wholistic view. To ensure online service quality is one of the main reasons we developed this service. Our team is dedicated to continuing to improve the anomaly detection service to provide precise results.

   This Multivariate Anomaly Detection is currently available in:

   • East US - eastus.api.cognitive.microsoft.com
   • East US 2 - eastus2.api.cognitive.microsoft.com
   • South Central US - southcentralus.api.cognitive.microsoft.com
   • UK South - uksouth.api.cognitive.microsoft.com
   • West Europe - westeurope.api.cognitive.microsoft.com
   • West US 2 - westus2.api.cognitive.microsoft.com

5. Anomaly Detector v1.1-preview.2

   The Anomaly Detector service detects anomalies in time series data. It supports several functionalities:

   • Detecting anomalies in single time-series, including entire, last and change point detection. With this univariate anomaly detection capability, business customers can discover incidents.
   • Detecting anomalies in multiple time-series. This set of multivariate anomaly detection APIs in Anomaly Detector analyze dependencies and inter-correlation changes between different signals. It enables customers to gather a group of related time-series and detect failures in a system level.

   To ensure online service quality is one of the main reasons we developed this service. Our team is dedicated to continuing to improve the Anomaly Detector service to provide precise results.

   This Univariate Anomaly Detection is currently available in:

   This Multivariate Anomaly Detection is currently available in:

   • East US - eastus.api.cognitive.microsoft.com
   • East US 2 - eastus2.api.cognitive.microsoft.com
   • South Central US - southcentralus.api.cognitive.microsoft.com
   • UK South - uksouth.api.cognitive.microsoft.com
   • West Europe - westeurope.api.cognitive.microsoft.com
   • West US 2 - westus2.api.cognitive.microsoft.com