Network Model – Latency, Loss and Partitions
The network is unreliable by nature. Latency, message loss, and partitions make distributed systems behave in unexpected and often confusing ways.
CAP Theorem
What Is a Distributed System (Really)?
Distributed systems aren’t hard because computers are slow, but because failures are subtle. Parts of the system can fail quietly, making everything look fine — until it isn’t.