4 great data posts

How to Beat the Cap Theorm

2011 - Nathan Marz

http://nathanmarz.com/blog/how-to-beat-the-cap-theorem.html

The CAP theorem states a database cannot guarantee consistency, availability, and partition-tolerance at the same time.

Questioning the Lambda Architecture

2014 - Jay Kreps

https://www.oreilly.com/radar/questioning-the-lambda-architecture/

To Improve Data Availability, Think ‘Right-Time’ Not ‘Real-Time’

2023 - Dillon Bostwick

https://www.datanami.com/2023/02/13/to-improve-data-availability-think-right-time-not-real-time/?utm_source=bambu&utm_medium=social&utm_campaign=advocacy&blaid=4179834

Rethinking Stream Processing and Streaming Databases

Feb 8, 2023· Yingjun Wu

https://www.risingwave-labs.com/blog/Rethinking_stream_processing_and_streaming_databases/