Skip to main content

​
GCP Integration

Connect Visent Telemetry with Google Cloud Platform GPU instances including Compute Engine VMs, GKE clusters, and AI Platform services. Monitor NVIDIA and Google TPU performance across your GCP infrastructure with automated deployment and integration. Supports preemptible instances, managed instance groups, and integration with Google Cloud Monitoring.

​
Prerequisites

Coming soon - GCP project setup and service account configuration for Visent.

​
Installation

​
Compute Engine VMs

# Install on Compute Engine VM
curl -sSL https://install.visent.ai/gcp | sh

# Configure GCP credentials
visent telemetry config gcp --project YOUR_PROJECT_ID

# Start monitoring
visent telemetry start --provider gcp

​
GKE Integration

Coming soon - deploying Visent on Google Kubernetes Engine clusters.

​
AI Platform Integration

Coming soon - monitoring Google AI Platform training and prediction jobs.

​
Configuration

​
Service Account Setup

Coming soon - creating and configuring service accounts for Visent access.

​
Cloud Monitoring Integration

Coming soon - exporting metrics to Google Cloud Monitoring.

​
Resource Labels

Coming soon - using GCP labels for resource organization and cost tracking.

​
Supported GPU Types

  • NVIDIA A100: High-performance computing and AI training
  • NVIDIA V100: Machine learning and scientific computing
  • NVIDIA T4: Cost-effective inference and lighter workloads
  • NVIDIA K80: Legacy support for existing workloads
  • Google TPU: Tensor Processing Units for ML workloads

​
Instance Types

​
Standard GPU VMs

Coming soon - monitoring standard GPU-enabled Compute Engine instances.

​
Preemptible Instances

Coming soon - tracking preemptible GPU instance performance and interruptions.

​
Sole-Tenant Nodes

Coming soon - monitoring dedicated GPU hardware.

​
Features

​
Auto-Discovery

Coming soon - automatic detection of GCP GPU resources.

​
Multi-Zone Monitoring

Coming soon - monitoring across multiple GCP zones and regions.

​
Cost Analysis

Coming soon - integration with Atlas for GCP cost optimization.

​
Troubleshooting

Coming soon - common GCP integration issues and resolution steps.

​
Next Steps