# Databricks' native monitoring resources

DevFeed: [Databricks' native monitoring resources](<https://devfeed.tech/articles/databricks-native-monitoring-resources-64038.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/databricks-native-monitoring-resources/>)

Author: Aaron Kaplan; Ryan Warrier

Published: 2026-10-02T00:00:00Z

Content type: article

Language: en

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

Topics: [databricks](<https://devfeed.tech/topics/databricks.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [observability](<https://devfeed.tech/topics/observability.md>), [Databricks Unity Catalog integration](<https://devfeed.tech/topics/databricks-unity-catalog-integration.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [Prometheus](<https://devfeed.tech/topics/prometheus.md>), [Tool](<https://devfeed.tech/topics/tool.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [dashboard](<https://devfeed.tech/tags/dashboard.md>), [data-jobs-monitoring](<https://devfeed.tech/tags/data-jobs-monitoring.md>), [data-observability](<https://devfeed.tech/tags/data-observability.md>), [databricks](<https://devfeed.tech/tags/databricks.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>)

## AI overview

The article surveys ways to collect and use Databricks and Apache Spark telemetry for monitoring performance, cost, usage, jobs, data quality, lineage, and Model Serving. It explains the uses and limitations of system tables alongside Databricks and Spark UIs, job notifications, APIs, and metrics exposed in OpenMetrics format.

## Source excerpt

Learn how to collect Databricks and Spark telemetry with system tables, the Databricks and Spark UIs, job notifications, and the Databricks REST API.