Explore the architecture of an experiment platform with key components.
The architecture of a potential experiment platform is depicted in the diagram below. This content of the visual is from the book: “Trustworthy Online Controlled Experiments” (redrawn by me). The platform contains 4 high-level components.
Experiment definition, setup, and management via a UI. They are stored in the experiment system configuration.
Experiment deployment to both the server and client-side (covers variant assignment and parameterization as well).
Experiment instrumentation.
Experiment analysis.
API and Web Development
Real World Case Studies
AI and Machine Learning
Database and Storage
Technical Interviews
Caching & Performance
Payment and Fintech
Software Architecture
DevTools & Productivity
Software Development
Cloud & Distributed Systems
How it Works?
DevOps and CI/CD
Security
Computer Fundamentals