Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

by Martin Kleppmann

With a smaller w and r you are more likely to read stale values, because it’s more likely that your read didn’t include the node with the latest value. On the upside, this configuration allows lower latency and higher availability: