Scalability and Performance Constraints Questions

Evaluate knowledge of how systems scale and where performance constraints emerge. Topics include identifying bottlenecks, capacity planning, load balancing, caching and sharding strategies, performance testing and benchmarking, latency and throughput trade offs, and the effect of architectural decisions on cost and user experience. Assess ability to propose practical mitigations and to reason about performance trade offs in design and operational contexts.