Materialize is a streaming database that enables you to do incremental computation without complicated data pipelines. Just describe your computations via standard SQL views and connect Materialize to the data stream. The underlying differential data flow engine performs incremental computation to provide consistent and correct output with minimal latency. Unlike traditional databases, there are no restrictions in defining these materialized views, and the computations are executed in real time. We've used Materialize, together with Spring Cloud Stream and Kafka, to query over streams of events for insights in a distributed event-driven system, and we quite like the setup.
Materialize is a streaming database that enables you to do incremental computation without complicated data pipelines. Just describe your computations via standard SQL views and connect Materialize to the data stream. The underlying differential data flow engine performs incremental computation to provide consistent and correct output with minimal latency. Unlike traditional databases, there are no restrictions in defining these materialized views and the computations are executed in real time.