Scaling and Architecture Tradeoffs Questions

Understanding design trade offs when building systems for scale and global operation. Interview topics include consistency and latency trade offs, replication and partitioning strategies, caching and performance optimization, cost versus complexity decisions, regionalization and failover patterns, and criteria for avoiding premature optimization. Candidates should be able to describe reasoning about when to add infrastructure complexity, how to measure impact, and how to balance business requirements with engineering constraints.