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Microsoft Fabric Updates Blog

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  2. Apache Spark

Under the hood: an introduction to the Native Execution Engine for Microsoft Fabric

Introduction In today’s data landscape, as organizations scale their analytical workloads, the demand for faster, more cost-efficient computation continues to rise. Apache Spark has long been the backbone of largescale data processing with its in‑memory processing and powerful APIs, but today’s workloads demand even better performance. Microsoft Fabric addresses this challenge with the Native Execution … Continue reading “Under the hood: an introduction to the Native Execution Engine for Microsoft Fabric”

A turning point for enterprise data warehousing 

As executives plan the next phase of their data and AI transformation, the bar for analytics infrastructure continues to rise. Enterprises are expected to support traditional business intelligence, increasingly complex analytics, and a new generation of AI-driven workloads—often on the same data, at the same time, and with far greater expectations for speed and cost … Continue reading “A turning point for enterprise data warehousing “

Bringing together Fabric Real-time Intelligence, Notebook and Spark Structured Streaming (Preview)

Coauthored by QiXiao Wang Building event-driven, real-time applications using Fabric Eventstreams and Spark Notebooks just got a whole lot easier. With the Preview of Spark Notebooks and Real-Time Intelligence integration — a new capability that brings together the open-source community supported richness of Spark Structured Streaming with the real-time stream processing power of Fabric Eventstreams … Continue reading “Bringing together Fabric Real-time Intelligence, Notebook and Spark Structured Streaming (Preview)”

Fabric Environment Library Management Performance Improvement

Major performance improvements are here for Fabric Environment! Environment publishing is now up to 2.5x faster, and session startup speeds have improved by up to 3x, delivering a smoother and more reliable experience for developers. What’s Improved What’s Next? New library installation mode for lightweight packages and quick iteration is around the corner. Stay tuned … Continue reading “Fabric Environment Library Management Performance Improvement”