Catalog & Cocktails: Bonus Episode with John Kutay

Lucid Streaming; how to take full advantage of data streaming

• Data streaming, Stream Processing, Real-time analytics, operational analytics — what is this? What’s the difference?
• Most important use cases for data streaming
• There are lots of misconceptions especially for the MDS crowd (not as much enterprise) between fast batch vs streaming
• Memory-first processing (in-memory) vs disk space batch jobs
• Change data capture (and only capture of change)
• Data warehouses are now tying to support streaming more (like Snowflake)
• This will be a big deal to make it so that more streaming can happen
• Streaming warehouses (Rockset, Materialize) vs data streaming
• Lineage - transformed data - can I trust this data I'm looking at
• How does data streaming and lineage come together? What’s unique about lineage in a streaming context?
• If time: what does it mean to do streaming data products in a data mesh context?