Monitor Google Cloud Vertex AI With Datadog | Datadog
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Monitor Google Cloud Vertex AI with Datadog

Track the health and performance of your machine learning (ML) models and AI applications. Collect real-time metrics including, network traffic, prediction errors and latency, resource utilization, and more.

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Why Datadog?

Out-Of-The-Box Dashboards

Nearly instant time to value for both set up and investigation

Watchdog Feature

Autonomously find anomalies in your environment, without any explicit action or setup

750+ Vendor-Backed Integrations

Datadog offers wide coverage across any technology, with support provided by Datadog

Proven for Enterprise

Fortune 100 companies, spanning across a wide array of industries, trust Datadog

750+ Turn-Key Integrations, Including

Product Benefits

Understand your AI/ ML Model's Efficacy

  • View metrics from any of your Vertex AI deployments —including performance signals, resource utilization, network traffic behavior, and the scaling of workers
  • Gain deeper visibility into how many successful predictions your model is making in a given time span, along with prediction errors and latency
  • Determine which models need to be retrained based on whether their prediction count is low or if other health signals are not performing at approved rates
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Gain Complete Visibility into Your Generative AI-powered Services

  • Determine which regions are contributing the most bandwidth consumption by viewing egress costs for your Vertex AI network traffic
  • Understand when particular cloud regions are receiving a disproportionate volume of requests (or experiencing outages)
  • Deploy and start monitoring without any need for professional services or extensive training
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Receive Alerts Only for the Issues that Matter and Eliminate False-Positives

  • Monitor for anomalies in your deployment’s memory usage and get notified when memory usage starts increasing rapidly and potentially causing errors
  • Correlate both CPU and memory usage metrics with error and latency metrics to quickly spot when resource overconsumption is leading to degraded performance
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Diagnose Root Causes Faster with Watchdog by Your Side

  • Leverage Watchdog’s capabilities to set up customized anomaly, outlier, and forecast alerts for any type of telemetry
  • Access precise answers based on Watchdog's analysis of your entire environment, including data from 750+ integrations
  • Use Impact Analysis data to establish best practices for incident response

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.

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Loved & Trusted by Thousands

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