Foundations of A/B Experimentation Quality in Large-Scale Distributed  Systems

Rahul Jain

Foundations of A/B Experimentation Quality in Large-Scale Distributed Systems

Authors

Rahul Jain

Keywords:

A/B Testing, Online Controlled Experiments, Distributed Systems, Variance Reduction, Experimentation Platforms

Abstract

A/B testing has become a key system of evidence-based decision-making in large-scale distributedsystems in the technology enterprise, e-commerce platform, and service provider of digital services.Online controlled experimentation helps organizations to test their hypotheses, optimize user experiences, and reduce the risks of deploying a product

References

Ron Kohavi et al., "Trustworthy Online Controlled Experiments: A Practical Guide to A/B Testing," ResearchGate, 2020. [Online]. Available:

https://www.researchgate.net/publication/339914315_Trustworthy_Online_Controlled_Experiments_A_Practical_Guide_to_AB_Testing

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Published

2026-01-31

How to Cite

Rahul Jain. (2026). Foundations of A/B Experimentation Quality in Large-Scale Distributed Systems . Journal of Computational Analysis and Applications (JoCAAA), 35(1), 934–951. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/4821