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Techniques to increase processing speed by preloading operator state into memory and preserving data locality.
Distinct from Operator State Management: Focuses on performance acceleration of operators, while the parent covers general state management.
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RisingWave is a cloud-native streaming database and real-time analytics engine that uses standard SQL to process continuous data streams. It functions as a streaming data lakehouse, combining the capabilities of a streaming SQL database with a platform that integrates streaming ingestion with open table formats. The system is distinguished by its use of the PostgreSQL wire protocol, allowing it to integrate with existing SQL tools and drivers. It employs a decoupled compute and storage architecture, persisting streaming state and materialized views in cloud object storage to enable independen
Increases processing speed by preloading state tables into memory and preserving data locality during backfills.