[HTML][HTML] Controlled experimentation in continuous experimentation: Knowledge and challenges
Context: Continuous experimentation and A/B testing is an established industry practice that
has been researched for more than 10 years. Our aim is to synthesize the conducted …
has been researched for more than 10 years. Our aim is to synthesize the conducted …
Continuous experiment definition characteristics
The definition of an experiment is a fundamental artifact of continuous experiments. It is used
to formalize ideas as a plan of action and to document attained knowledge. Although there is …
to formalize ideas as a plan of action and to document attained knowledge. Although there is …
Comparison of multi-criteria decision-making methods for online controlled experiments in a launch decision-making framework
Context User-intensive software systems such as Web and mobile applications are defined
as systems that serve and interact with an increasingly large number of users. Inefficient …
as systems that serve and interact with an increasingly large number of users. Inefficient …
A Literature Study to Characterize Continuous Experimentation in Software Engineering
Continuous Experimentation (CE) has become increasingly popular across industry and
academic communities. Given its rapid evolution in software engineering (SE), the lack of a …
academic communities. Given its rapid evolution in software engineering (SE), the lack of a …
The HURRIER process for experimentation in business‐to‐business mission‐critical systems
Continuous experimentation (CE) refers to a set of practices used by software companies to
rapidly assess the usage, value, and performance of deployed software using data collected …
rapidly assess the usage, value, and performance of deployed software using data collected …
[HTML][HTML] Undulate: A framework for data-driven software engineering enabling soft computing
T Asikainen, T Männistö - Information and Software Technology, 2022 - Elsevier
Context. Especially web-facing software systems enable the collection of usage data at a
massive scale. At the same time, the scale and scope of software processes have grown …
massive scale. At the same time, the scale and scope of software processes have grown …
Multi-armed bandits in the wild: Pitfalls and strategies in online experiments
Context Delivering faster value to customers with online experimentation is an emerging
practice in industry. Multi-Armed Bandit (MAB) based experiments have the potential to …
practice in industry. Multi-Armed Bandit (MAB) based experiments have the potential to …
Automotive A/B testing: Challenges and lessons learned from practice
Over the past 15 years, A/B testing has been a critical tool for accurate prioritization of
development efforts in online and web-facing companies. As automotive companies …
development efforts in online and web-facing companies. As automotive companies …
Data driven development: Challenges in online, embedded and on-premise software
For more than a decade, data driven development has attracted attention as one of the most
powerful means to improve effectiveness and ensure value delivery to customers. In online …
powerful means to improve effectiveness and ensure value delivery to customers. In online …
Characterization of continuous experimentation in software engineering: Expressions, models, and strategies
Abstract Context Continuous Experimentation (CE) has become increasingly popular across
industry and academic communities. Major software organizations use CE to increase their …
industry and academic communities. Major software organizations use CE to increase their …