PostgreSQL and Redis synchronization latency under high-concurrency load
The StackOverflow architecture relies on a distributed PostgreSQL cluster paired with Redis caching layers to manage high-read traffic. Under extreme global concurrency, transient latency spikes are observed during write-heavy operations, such as vote counting or comment posting. A documented behavior involves an eventual consistency model where the primary