Learn stateful, low-latency (sub-second) stream processing with Spark Structured Streaming and RocksDB. Monitor heartbeat events from browser-based producers, track health state transitions in real-time, and visualize results on a companion website.

Empower your Spark workloads monitoring using Fabric Real-Time Intelligence. Track Spark job performance metrics, visualize data streams on live dashboards, and gain operational insights to optimize your data engineering pipelines.

Monitor real-time telecom call data records using Fabric Real-Time Intelligence. Stream call data through Eventstream into an Eventhouse and visualize usage patterns on live KQL dashboards.

Discover how Spark Structured Streaming powers a stateful lakehouse for industrial sales and shipment data. Applicable for both batch and streaming workloads, learn how to process incremental events from OneLake and Eventstream, and explore a production-ready streaming-first reference implementation.

Detect fraudulent activities in banking loan applications in real-time using Fabric Real-Time Intelligence. Stream loan application data through Eventstream into an Eventhouse and visualize fraud patterns on live KQL dashboards.

Experience real-time retail sales monitoring using Fabric Real-Time Intelligence. Watch as streaming sales data from multiple stores flows into an Eventhouse and powers live KQL dashboards for instant business insights.

Integrate real-time AI-driven intelligence into a patient billing system using Fabric Real-Time Intelligence. Stream billing events to detect anomalies, enhance accuracy, reduce disputes, and streamline payments with live KQL dashboards.

Monitor your Fabric capacity utilization in real-time using Capacity Events. Ingest capacity telemetry into an Eventhouse via Eventstream and visualize resource consumption trends on live KQL dashboards for proactive management.

Extract and store semi-structured platform activity events in an Eventhouse for near real-time analysis and data-driven actions. Monitor Fabric platform activities with live dashboards powered by KQL queries and automated data pipelines.

Extract and catalog your entire Fabric tenant inventory in a semi-structured format for comprehensive visibility. Track workspaces, items, and configuration details with automated pipelines and real-time KQL dashboards.

Monitor on-premises data gateway performance and usage with real-time data ingestion into Fabric. Track gateway health, query execution metrics, and resource utilization through live dashboards and Power BI reports.

Monitor workspace item events in real-time using Microsoft Fabric. Ingest item-level telemetry into an Eventhouse via Eventstream and visualize activity patterns on live KQL dashboards.