MongoDB: embed the data you read together
Choose document boundaries from access patterns, growth, and update behavior rather than translating relational tables one-for-one.
Design schemas and keys around the questions your application needs to answer.
Choose document boundaries from access patterns, growth, and update behavior rather than translating relational tables one-for-one.
Filter paid orders, group revenue by customer, and sort the result using a small dataset you can inspect by hand.
Understand why checking out a shopping basket and analyzing a year of sales ask very different things of a database.
Start with one application's reads and writes, then choose partition and sort keys that make those operations direct.
Use application dependencies and operating requirements to choose a deployment model, not just a familiar product name.
Think about query routing, data growth, and hot workloads before making a foundational modeling decision.