Testing Distributed and Specialized Systems Questions

Strategies and practices for testing systems that are distributed, operate at scale, or exhibit non deterministic behavior such as real time systems and artificial intelligence and machine learning pipelines. Topics include testing eventual consistency and convergence, fault injection and chaos engineering, failure and retry semantics, multi region testing and network partition simulations, performance and load testing at scale, testing for degraded and tolerant modes, model validation and data validation for machine learning, handling non determinism in real time and AI driven components, and approaches for automated and manual test design including observability and reproducibility for flaky behaviors.