Project Lightspeed goes hyperspeed

The focus is on the potential of real-time data in various fields such as fraud detection, personalized offers, vaccine distribution, and spot pricing. Apache Spark structure streaming is emphasized as a unified engine for batch and streaming. Project Lightspeed is set to enhance Spark streaming with features like stream pipelining and arbitrary state processing. Databricks' serverless offering shows faster ingestion and query times. Future plans include adding performance features and expanding use cases for operational needs.
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Evictions and monitoring TTL for real-time recommendations

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Real time streaming processing in the age of AI and analytics