Great post. Also highly recommend Designing Data-Intensive Applications by Martin Kleppmann (https://www.amazon.com/Designing-Data-Intensive-Applications...). The sections on "Storage and Retrieval", "Replication", "Partitioning" and "Transactions" really opened up my eyes!