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Dremio Unveils Next-Generation Reflections, Accelerating SQL Query Performance on the Data Lakehouse

Easy and open data lakehouse technology empowers organizations with sub-second analytics across all data.

Note: TDWI’s editors carefully choose vendor-issued press releases about new or upgraded products and services. We have edited and/or condensed this release to highlight key features but make no claims as to the accuracy of the vendor's statements.

Dremio, makers of an easy and open data lakehouse, has launched its next-generation Reflections technology, changing the landscape of SQL query acceleration. Dremio Reflections paves the way for sub-second analytics performance across an organization's entire data ecosystem, regardless of where the data resides. This technology redefines data access and analysis, ensuring that insights can be derived swiftly and efficiently and for much less than the cost of a cloud data warehouse.

Queries using Reflections often run orders of magnitude faster than unaccelerated queries. The launch introduces Dremio Reflection Recommender, a new capability that lets you accelerate business intelligence workloads in seconds. Reflection Recommender automatically evaluates an organization's SQL queries and generates a recommended Reflection to accelerate them. Reflection Recommender eliminates arduous manual data and workload analysis, ensuring the fastest, most intelligent queries are only a few keystrokes away. Reflection Recommender is easy to use and puts advanced query acceleration technology into the hands of all users, saving significant time and costs.

Dremio has optimized how Reflections are refreshed to further enhance query performance and drive cost efficiencies. Dremio now intelligently refreshes Reflections on Apache Iceberg tables to instantly capture incremental data changes. This approach eliminates the need for full data refreshes, resulting in faster updates and lower computing costs.

Dremio Reflections eliminates performance challenges for BI dashboards and reports and eliminates the need for data teams to export data from the lakehouse into BI extracts or imports for analytics. With Reflections, there’s no need to create precomputed tables in the data lake or data warehouse to achieve the sub-second performance for BI workloads, reducing work and complexity for data teams.

To see Reflections in action, visit to download Dremio Cloud for free, or read this Reflections Tutorial blog to learn more.

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