# Monitoring

**The monitoring feature is bundled with AI Infrastructure – Metal Cloud service.**

Collecting and visualizing metrics, logs, and events can help identify potential issues and optimize future workloads. You may select an observability solution that best fits their needs.

![](/files/8df8b6cd7d019a7f56d0a6b6cc638d9268bbe5e9)

![](/files/d893676d212a704933c2bdda1be2886fddd3e9f6)

| **Metrics**                                                                          | **A Cluster (in the same VPC)** | **A single Server** |
| ------------------------------------------------------------------------------------ | ------------------------------- | ------------------- |
| Total number of nodes and down nodes                                                 | ✔                               |                     |
| GPU model, Driver & CUDA version                                                     |                                 | ✔                   |
| Power state                                                                          | ✔                               |                     |
| Uptime                                                                               |                                 | ✔                   |
| Total number of GPUs and down GPUs                                                   | ✔                               | ✔                   |
| GPU Utilization                                                                      | ✔                               | ✔                   |
| GPU Memory                                                                           | ✔                               | ✔                   |
| CPU Utilization                                                                      | ✔                               | ✔                   |
| System Memory                                                                        | ✔                               | ✔                   |
| Root Storage Usage                                                                   | ✔                               | ✔                   |
| Local Disk Usage                                                                     | ✔                               | ✔                   |
| **Details of each GPUs** Power consumption, Temperature, GPU Utilization, VRAM usage |                                 | ✔                   |
| Network Bandwidth Inbound/ Outbound                                                  | ✔                               | ✔                   |
| Network Packets Sent/Received                                                        | ✔                               | ✔                   |
| Network Error rate Receive/Transmit                                                  |                                 | ✔                   |
| Network InfiniBand Bandwidth/Packet/Error                                            |                                 | ✔                   |
| System Fan Speed                                                                     |                                 | ✔                   |
| System Voltage                                                                       |                                 | ✔                   |
| Common Alerts                                                                        | ✔                               |                     |

*\*For custom or advanced metrics as requested, we offer a Cloud Monitoring (FMON) service available for an additional charge.*


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