In this session, we will detail the architectural transformations that have taken place in order to deliver a world class, cloud-first data warehouse within Microsoft Fabric. We leverage log structured data stores and SQL server transactional management systems to support multi-statement transactions and snapshot isolation semantics to bring to market a rich set of features that make it easy and efficient to turn data into actionable insights. We'll take a deep dive into the architecture that brings you features enabling automated table optimization (compaction/checkpointing), table clones, time travel, data clustering, lighting fast ingestion and more.