Opportunity: Understand and optimize the complex, interdependent dynamics in distributed computer systems, improving performance, efficiency, and reliability.

Challenges: Infer causality from observational studies of deployed systems and production environments despite complexity of modern platforms, difficulty from confounding variables, and lack of controlled experiments.