Microsoft Fabric Updates Blog

Introducing Optimistic Job Admission for Fabric Spark

We are excited to announce a new feature which has been a long ask from Synapse Spark customers, Optimistic Job Admission for Spark in Microsoft Fabric.This feature brings in more flexibility to optimize for concurrency usage (in some cases ~12X increase) and prevents job starvation. This job admission approach aims to reduce the frequency of … Continue reading “Introducing Optimistic Job Admission for Fabric Spark”

Introducing Job Queueing for Notebook in Microsoft Fabric

Users orchestrate their data engineering or data science processes using notebooks and in most of the enterprise scenarios pipelines and job schedulers are used as a primary option to schedule and trigger these Spark jobs. We are thrilled to announce a new feature Job Queueing for Notebook Jobs in Microsoft Fabric. This feature aims to … Continue reading “Introducing Job Queueing for Notebook in Microsoft Fabric”

Bridging Fabric Lakehouses: Delta Change Data Feed for Seamless ETL

Within Microsoft Fabric, Delta Tables serve as a common file/table format. These tables find application both in the Data Warehouse and as managed tables within the Lakehouse. Their versatility extends to several features and functionalities, making them indispensable in various use cases. One such feature is the Delta Change Data Feed. While not new to Microsoft Fabric, this … Continue reading “Bridging Fabric Lakehouses: Delta Change Data Feed for Seamless ETL”

Protect PII information in your Microsoft Fabric Lakehouse with Responsible AI

Organizations, data analysts and data scientists need to protect the personally identifiable information (PII) of their clients, such as names, addresses, emails, phone numbers, or social security numbers (SSN), that they use to build reports and dashboards. PII can pose risks to both the data subjects and the data holders and can introduce security breach … Continue reading “Protect PII information in your Microsoft Fabric Lakehouse with Responsible AI”

Introducing Trusted Workspace Access for OneLake Shortcuts 

A new feature that enables secure and seamless access to ADLS Gen2 storage accounts from OneLake shortcuts in Fabric  We are excited to announce Trusted workspace access, a new feature in Fabric that allows you to securely access firewall-enabled Storage accounts. With Trusted workspace access, you can create OneLake shortcuts to Storage accounts, and then use … Continue reading “Introducing Trusted Workspace Access for OneLake Shortcuts “