Grafana Labs offers an integration for monitoring Apache Spark clusters using Grafana Cloud, focusing on helping users navigate their observability journey. Apache Spark is a versatile data processing framework known for its ability to quickly handle large datasets by distributing workloads across multiple instances. This integration emphasizes monitoring the Worker Nodes, which are pivotal in executing tasks, through a unified dashboard that provides insights into active jobs, worker count, core usage, and memory consumption. The integration leverages a Prometheus plugin and the Grafana Agent to scrape data from Spark nodes. Future updates aim to include monitoring capabilities for the Driver Program. Users are encouraged to provide feedback through the Grafana Labs Slack Community, and there is a free tier of Grafana Cloud available for new users.