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Monitor Azure Machine Learning Performance

Monitor your Azure Machine Learning performance and utilization in context with the rest of your applications and infrastructure.

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Thousands of Enterprises Love & Trust the Datadog Platform

Product Benefits

Gain Complete Visibility into Azure ML Performance

  • Track the number and status of runs and model deployments
  • Monitor the utilization of your machine learning nodes
  • Identify cost optimization opportunities based on performance
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Resolve Azure Machine Learning Performance Issues Faster

  • Easily identify bottlenecks, errors, heavy traffic issues, slow-running queries, and more with end-to-end application tracing, latency breakdowns, continuous profiling, and real user monitoring
  • Automatically collect, monitor, and visualize high-granularity data and custom metrics in real time, including availability, response times, reliability, error rates, and throughput
  • Get deeper visibility into your Azure ecosystem with more than 40 Datadog-generated metrics for Azure in addition to the metrics collected from Azure Monitor

Simplify Your Onboarding Experience

  • Simply configure the setup process by enabling single sign-on with Azure Active Directory when you create a new Datadog account
  • Easily install the Datadog Agent on multiple Azure hosts at once
  • Automatically start sending Azure platform logs and metrics to Datadog within minutes of signing up
  • Seamless data collection for all major Azure services including Azure OpenAI Service and Azure Cognitive Services
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Adopt Azure Services with Confidence

  • Simplify migrations to Azure by monitoring services side-by-side; ensure benchmarks are met
  • Visualize performance data for legacy and cloud-based systems before, during, and after a migration on Datadog's host map
  • Pivot from a high-level overview of your infrastructure and applications to the health of individual Azure services in seconds
  • Automatically visualize your application architecture with Datadog’s Service Map, so that you can immediately identify service dependencies

Ensure a Successful Migration with Microsoft’s Cloud Adoption Framework

  • Datadog provides critical visibility into your environment at each of the phases recommended in the Microsoft Cloud Adoption Framework
  • Ensure your environment is ready to move to the cloud and safely migrate your workloads
  • Better plan and track your migration’s progress and immediately identify problems with Datadog - a single source of truth
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1,000+ Turn-Key Integrations, Including

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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