System Design

Outline the components of a distributed A/B testing system that ensures statistical validity and prevents experiment collision.

Software EngineerEngineering ManagerTechnical Program ManagerMachine Learning Engineer

Shopify

Google

Autodesk

Cisco

Oracle

Wealthfront

Did you come across this question in an interview?

  • Design a system that can efficiently manage experiment allocation, data collection, and real-time analysis.
  • Outline the components of a distributed A/B testing system that ensures statistical validity and prevents experiment collision.
  • How would you approach designing an experimentation system that minimizes performance impact on the main application?
  • Create a distributed framework for performing A/B testing at scale.
  • Develop a distributed A/B testing service for feature rollout.
  • Develop an A/B testing system for distributed applications.
  • Create a distributed A/B testing framework for scalable testing.
  • Design a system for managing a distributed A/B testing framework.
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Interview question asked to Software Engineers, Technical Program Managers, Machine Learning Engineers and other roles interviewing at Adobe, PagerDuty, Bentley Systems and others: Outline the components of a distributed A/B testing system that ensures statistical validity and prevents experiment collision..