[Monitoring] Integrate and Expose Spark Application CPU/Memory Usage

Data Engineering · Public preview · Planned

Data Engineering Public preview Planned
Last Modified: July 01, 2026 Release Date: Q4 2026

Description

This feature is designed to visualize real-time metrics for Spark applications through a dashboard that allows users to monitor CPU and memory utilization at the application level for both executors and drivers, across running and completed applications. It aligns with the Fabric SaaS offering and extends Spark vCore allocation and utilization analysis. Additional details about user scenarios are available in the discussion.

📰 Related Blog Article

Enhanced Monitoring for Spark High Concurrency Workloads in Microsoft Fabric
🔗 blog.fabric.microsoft.com

Change History

  1. 2026-07-01
    Release Date 2026-09-30 -> 2026-12-31
  2. 2026-06-16
    Restored to Roadmap
  3. 2026-06-16
    Removed from Roadmap
  4. 2026-06-02
    Roadmap Item Added
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