AWS Trainium and AWS Inferentia Monitoring

Gain full visibility into real-time chip performance to optimize resource utilization, troubleshoot issues, and seamlessly scale ML infrastructure.

900+ Turn-Key Integrations, Including

Product Benefits

Improved Performance and Resource Efficiency

Prevent resource waste while ensuring fast and efficient ML performance
Avoid overspending and prevent performance bottlenecks with real-time monitoring of resource usage
Lower costs and maximize AWS hardware ROI by improving the efficiency of ML operations

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Proactive Issue Detection and Reliability

Identify and resolve potential hardware or software issues to avoid costly downtime
Maintain smooth and reliable ML operations with proactive monitoring of Trainium and Inferentia instances
Visualize and manage alerts for your ML infrastructure with out-of-the-box dashboards and monitors in Datadog

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Complete Visibility Into LLM Operations

Easily manage, optimize, and scale your infrastructure with full insight into your AI and LLM workloads
Allocate resources efficiently as workloads grow with real-time insights
Ensure your training jobs can handle increased workloads without delays or performance degradation with Datadog’s real-time monitoring

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Mitigate Risks Across Dev & Security

Align DevOps and Security together with full observability data and an easy-to-use, intuitive, unified platform
Analyze all layers of your AWS environment in just a few clicks; pivot seamlessly from one visualization to the next, from one telemetry to another
Easily access detailed observability data: workload events, application logs, infrastructure metrics, audits, and more
Enrich security signals with Datadog-managed threat intelligence feeds

The Essential Monitoring and Security Platform for the Cloud Age

Datadog brings together end-to-end traces, metrics, and logs to make your applications, infrastructure, and third-party services entirely observable.

Platform Diagram

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