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How does Fabric make Spark Notebooks Instant?

Discover how Microsoft Fabric’s Forecasting Service system reduces Spark startup latency and cloud costs through proactive AI and ML-driven resource provisioning. Context & Relevance Waiting minutes for a Spark cluster to become available can throttle analytics velocity, delay insights, and drive-up cloud spend. In a world where data teams expect near‐instant execution and seamless burst … Continue reading “How does Fabric make Spark Notebooks Instant?”

AI-powered troubleshooting for Fabric pipeline error messages

  • Headshot of article author noviembre 21, 2025 por Penny Zhou 23.133 Vistas

Troubleshooting pipeline failures can be overwhelming, especially when a single run throws dozens or even hundreds of errors. The new Error Insights Copilot in Fabric makes this process faster, smarter, and easier. Powered by AI, Copilot provides clear explanations, root cause analysis, and actionable recommendations, so you can resolve issues without getting lost in technical … Continue reading “AI-powered troubleshooting for Fabric pipeline error messages”

Natural Language to Generate and Explain Pipeline Expressions with Copilot (Preview)

  • Headshot of article author noviembre 21, 2025 por Connie Xu 18.632 Vistas

Say goodbye to complex syntax—Copilot now makes building pipeline expressions as easy as having a conversation. Introducing a new Copilot capability (Preview) that transforms how you create and understand pipeline expressions in Fabric Data Factory. Why This Matters Pipeline expressions are powerful tools for dynamic data movement and transformation. But writing them often means memorizing … Continue reading “Natural Language to Generate and Explain Pipeline Expressions with Copilot (Preview)”

Improving operational efficiency with operations agents in Real-Time Intelligence

We are witnessing the rise of agentic systems: AI-powered agents that perceive, reason, act, and learn in continuous feedback loops. Fabric Real-Time Intelligence is the platform layer that powers them. It connects and makes sense of signals across all different sources (time and space, physical and digital) and can scale to the size and speed … Continue reading “Improving operational efficiency with operations agents in Real-Time Intelligence”

Unlocking Geospatial Intelligence in Microsoft Fabric with Esri’s ArcGIS Maps Workload (Preview)

Introducing ArcGIS Maps for Fabric ArcGIS Maps for Microsoft Fabric is now available, bringing Esri’s industry-leading geospatial analytics along with dynamic, interactive mapping and visualization capabilities directly into Fabric. The new ArcGIS Maps workload empowers data professionals to visualize, explore, analyze, share location-based insights and integrate Esri’s authoritative data assets with their ArcGIS online service … Continue reading “Unlocking Geospatial Intelligence in Microsoft Fabric with Esri’s ArcGIS Maps Workload (Preview)”