# gpu monitoring

Published articles for gpu monitoring.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Monitor TAS and gang scheduling for AI training in Kubernetes

DevFeed: [Monitor TAS and gang scheduling for AI training in Kubernetes](<https://devfeed.tech/articles/monitor-tas-and-gang-scheduling-for-ai-training-in-kubernetes-26969.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/monitor-tas-and-gang-scheduling-for-ai-training-in-kubernetes/>)

Author: David Lentz; Kathy Lin

Published: 2026-09-15T00:00:00Z

Content type: article

Language: en

Sources: [Datadog | The Monitor blog](<https://devfeed.tech/sources/datadog-the-monitor-blog.md>)

Topics: [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [kueue](<https://devfeed.tech/topics/kueue.md>), [distributed-training](<https://devfeed.tech/topics/distributed-training.md>), [GPU](<https://devfeed.tech/topics/gpu.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [datadog](<https://devfeed.tech/topics/datadog.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [batch](<https://devfeed.tech/tags/batch.md>), [containers](<https://devfeed.tech/tags/containers.md>), [datadog](<https://devfeed.tech/tags/datadog.md>), [distributed-training](<https://devfeed.tech/tags/distributed-training.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [gpu-monitoring](<https://devfeed.tech/tags/gpu-monitoring.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [kueue](<https://devfeed.tech/tags/kueue.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [scheduler](<https://devfeed.tech/tags/scheduler.md>)

### AI overview

This article explains why Kubernetes scheduling is insufficient for distributed AI training workloads and how topology-aware scheduling and gang scheduling address hardware placement and simultaneous startup requirements. It discusses implementing these capabilities with Kueue and the Coscheduling plugin, and monitoring and troubleshooting them with Datadog GPU Monitoring.

### Source excerpt

Learn how Datadog helps you correlate Kueue, Coscheduling, GPU, and training framework signals to validate gang scheduling and topology-aware scheduling.

## Monitor Nebius AI Cloud with Datadog

DevFeed: [Monitor Nebius AI Cloud with Datadog](<https://devfeed.tech/articles/monitor-nebius-ai-cloud-with-datadog-2295.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/monitor-nebius-ai-cloud-with-datadog/>)

Author: Ellie Cohen; Eddie Cai

Published: 2026-06-09T00:00:00Z

Content type: article

Language: en

Sources: [Datadog | The Monitor blog](<https://devfeed.tech/sources/datadog-the-monitor-blog.md>)

Topics: [Cloud](<https://devfeed.tech/topics/cloud.md>), [observability](<https://devfeed.tech/topics/observability.md>), [GPU](<https://devfeed.tech/topics/gpu.md>), [log management](<https://devfeed.tech/topics/log-management.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Application Performance Management (APM)](<https://devfeed.tech/topics/apm.md>), [agent observability](<https://devfeed.tech/topics/agent-observability.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [AI Models](<https://devfeed.tech/topics/ai-models.md>)

Tags: [agent-observability](<https://devfeed.tech/tags/agent-observability.md>), [apm](<https://devfeed.tech/tags/apm.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [gpu-monitoring](<https://devfeed.tech/tags/gpu-monitoring.md>), [infrastructure-monitoring](<https://devfeed.tech/tags/infrastructure-monitoring.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [llm](<https://devfeed.tech/tags/llm.md>), [log-management](<https://devfeed.tech/tags/log-management.md>), [logs](<https://devfeed.tech/tags/logs.md>), [observability](<https://devfeed.tech/tags/observability.md>), [performance](<https://devfeed.tech/tags/performance.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>)

### AI overview

This article explains how to monitor Nebius AI Cloud workloads with Datadog by centralizing logs, collecting infrastructure metrics and APM traces, tracing LLM applications, and correlating signals across GPU, training, inference, Kubernetes, and other cloud environments.

### Source excerpt

Monitor Nebius AI Cloud workloads with Datadog. Centralize logs, track GPU performance, trace LLM apps, and get unified multi-cloud observability.

## How to Monitor a Plex Media Server with Prometheus, Grafana, and Exporters

DevFeed: [How to Monitor a Plex Media Server with Prometheus, Grafana, and Exporters](<https://devfeed.tech/articles/monitor-your-plex-server-like-a-pro-10606.md>)

Original publisher: [Read original article](<https://technotim.com/posts/monitor-your-plex-server-like-a-pro/>)

Author: Techno Tim

Published: 2025-09-22T13:00:00Z

Content type: tutorial

Language: en

Sources: [Techno Tim](<https://devfeed.tech/sources/techno-tim.md>)

Topics: [Prometheus](<https://devfeed.tech/topics/prometheus.md>), [Grafana](<https://devfeed.tech/topics/grafana.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [Docker Compose](<https://devfeed.tech/topics/docker-compose.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [gpu monitoring](<https://devfeed.tech/topics/gpu-monitoring.md>), [GPU](<https://devfeed.tech/topics/gpu.md>)

Tags: [container](<https://devfeed.tech/tags/container.md>), [dashboards](<https://devfeed.tech/tags/dashboards.md>), [docker](<https://devfeed.tech/tags/docker.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [gpu-monitoring](<https://devfeed.tech/tags/gpu-monitoring.md>), [grafana](<https://devfeed.tech/tags/grafana.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [plex](<https://devfeed.tech/tags/plex.md>), [prometheus](<https://devfeed.tech/tags/prometheus.md>), [self-hosted](<https://devfeed.tech/tags/self-hosted.md>)

### AI overview

A tutorial for monitoring a Plex media server with Prometheus, Grafana, Docker Compose, and exporters. The stack covers system metrics, GPU usage, disk health, container statistics, and Plex activity, with preconfigured Grafana dashboards.

### Source excerpt

Never have to wonder what's going on with your Plex server again. 📺 Watch Video Thanks to Plex for inviting me to Plex Pro Week 2025 and for sponsoring the video! Plex Monitoring Stack - Prometheus + Grafana This stack provides monitoring for a Plex media server using Prometheus, Grafana, and a set of exporters. It covers system metrics, GPU usage, disk health, container stats, and Plex a...