Microsoft Fabric Updates Blog

Secure Data Streaming with Private Endpoints in Eventstream (Generally Available)

We’re excited to announce the General Availability of Managed Private Endpoints (MPE) in Fabric Eventstream. This network security feature allows you to stream data from Azure resources to Fabric over a private and secure network without the complexity of manual network configurations. Why Network Security Matters for Streaming As organizations increasingly adopt real-time data streaming … Continue reading “Secure Data Streaming with Private Endpoints in Eventstream (Generally Available)”

Ingest Logs using Logstash into Real-Time Intelligence

Coauthor: Ramachandran G, RTI Engineering Manager, Microsoft In today’s data-driven world, organizations rely heavily on real-time insights to monitor systems, detect anomalies, and make informed decisions. One of the key challenges in achieving this is efficiently ingesting and transforming log data from diverse sources into a format that can be analysed instantly. Real-Time Intelligence Real-time … Continue reading “Ingest Logs using Logstash into Real-Time Intelligence”

ML Model Scoring in Fabric Eventhouse via Update Policy

In this blog post, we will describe how to train an ML model in Fabric Spark notebook, save it in Fabric’s models registry and use it for scoring new streaming data by Fabric Eventhouse via update policy in real time. We describe a typical workflow that can be implemented to monitor cloud resources or IoT … Continue reading “ML Model Scoring in Fabric Eventhouse via Update Policy”

From Clicks to Code: SQL Operator under Fabric Eventstream (Preview)

A new feature has been added to Eventstream—the SQL Operator—which enables real-time data transformation within the platform. Whether you’re filtering, aggregating, or joining data streams, or handling complex data transformation needs like conditional logic, nested expression, string manipulation etc. SQL Operator gives you the flexibility and control to craft custom transformations using the language you … Continue reading “From Clicks to Code: SQL Operator under Fabric Eventstream (Preview)”

Fabric June 2025 Feature Summary

Welcome to the June 2025 update. The June 2025 Fabric update introduces several key enhancements across multiple areas. Power BI celebrates its 10th anniversary with a range of community events, contests, expert-led sessions, and special certification exam discounts. In Data Engineering, Fabric Notebooks now support integration with variable libraries in preview, empowering users to manage … Continue reading “Fabric June 2025 Feature Summary”