Troubleshoot streaming data pipelines directly from APM with Datadog Data Streams Monitoring

Datadog's Data Streams Monitoring (DSM) integration in Application Performance Monitoring (APM) provides robust capabilities for monitoring streaming data pipelines, enabling users to optimize event-driven applications and detect issues quickly. DSM offers visibility into all services and queues across the pipeline in one place, allowing users to track performance, identify bottlenecks, and troubleshoot issues without disrupting their workflow. The integration displays a high-level overview of the streaming data architecture, making it easier to analyze application metrics alongside topology information to remediate bottlenecks and improve application performance. With DSM, users can conduct investigations without disruption, pinpoint root causes with precision, and measure how resources are affected by issues in their pipeline.

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