The Evolution of Continuous Experimentation in Software Product Development: From Data to a Data-Driven Organization at Scale

Aleksander Fabijan, Pavel Dmitriev, Helena Holmström Olsson, +1

Software MaintenanceBusiness EvolutionSoftware Development PracticeEngineeringBusiness Intelligence +23

Experimentation growth: Evolving trustworthy A/B testing capabilities in online software companies

Aleksander Fabijan, Pavel Dmitriev, Colin McFarland, +3

Journal of Software Evolution and Process

Software MaintenanceEngineeringOnline ExperimentBusiness IntelligenceExperimentation Growth +29

The Anatomy of a Large-Scale Experimentation Platform

Somit Gupta, Lucy Ulanova, Sumit Bhardwaj, +3

Software MaintenanceEngineeringOnline ExperimentSoftware EngineeringSoftware Analysis +20

The Benefits of Controlled Experimentation at Scale

Aleksander Fabijan, Pavel Dmitriev, Helena Holmström Olsson, +1

Software MaintenanceSoftware Development PracticeEngineeringOnline ExperimentInvestment Behavior +21

Online Controlled Experimentation at Scale: An Empirical Survey on the Current State of A/B Testing

Aleksander Fabijan, Pavel Dmitriev, Helena Holmström Olsson, +1

Software MaintenanceSoftware Development PracticeEngineeringOnline ExperimentBusiness Intelligence +26

Time to Say 'Good Bye': Feature Lifecycle

Aleksander Fabijan, Helena Holmström Olsson, Jan Bosch

Software MaintenanceEngineeringBusiness IntelligenceSoftware EngineeringBusiness Analytics +22

Diagnosing Sample Ratio Mismatch in Online Controlled Experiments

Aleksander Fabijan, Jayant Gupchup, Somit Gupta, +4

Software MaintenanceSample Ratio MismatchEngineeringOnline ExperimentRoot Cause +17

The Online Controlled Experiment Lifecycle

Aleksander Fabijan, Pavel Dmitriev, Helena Holmström Olsson, +1

IEEE Software

Online ExperimentBusiness IntelligenceInvestment BehaviorProject ManagementField Experiment +17

Three Key Checklists and Remedies for Trustworthy Analysis of Online Controlled Experiments at Scale

Aleksander Fabijan, Pavel Dmitriev, Helena Holmström Olsson, +3

Key ChecklistsEngineeringOnline ExperimentBusiness IntelligenceInvestment Behavior +27

Safe Velocity: A Practical Guide to Software Deployment at Scale using Controlled Rollout

Xia Tong, Sumit Bhardwaj, Pavel Dmitriev, +1

Software MaintenanceSoftware Development PracticeEngineeringProject ManagementSoftware Engineering +27