In-stream anomaly detection with Amazon OpenSearch Ingestion and Amazon OpenSearch Serverless

This article discusses using Amazon OpenSearch Ingestion for in-stream anomaly detection on indexed data. In-stream anomaly detection allows for real-time insights into data anomalies and proactive response.

Specifically, the article covers:

• An overview of in-stream anomaly detection with OpenSearch Ingestion
• A solution architecture for anomaly detection on log data using OpenSearch Ingestion pipelines
• Step-by-step instructions to implement the solution
• Cost estimation for OpenSearch Ingestion based on throughput and compute needs
• Benefits of using OpenSearch Ingestion for anomaly detection