Engineering ai systems: A research agenda
Artificial intelligence (AI) and machine learning (ML) are increasingly broadly adopted in
industry. However, based on well over a dozen case studies, we have learned that …
industry. However, based on well over a dozen case studies, we have learned that …
Continuous experimentation: challenges, implementation techniques, and current research
Continuous experimentation is an up-and-coming technique for requirements engineering
and testing, particularly for web-based systems. On the basis of a practitioner survey, this …
and testing, particularly for web-based systems. On the basis of a practitioner survey, this …
A mixed-method empirical study of Function-as-a-Service software development in industrial practice
Abstract Function-as-a-Service (FaaS) describes cloud computing services that make
infrastructure components transparent to application developers, thus falling in the larger …
infrastructure components transparent to application developers, thus falling in the larger …
Quality-aware devops research: Where do we stand?
DevOps is an emerging paradigm that reduces the barriers between developers and
operations teams to offer continuous fast delivery and enable quick responses to changing …
operations teams to offer continuous fast delivery and enable quick responses to changing …
[HTML][HTML] A mapping study on documentation in Continuous Software Development
T Theunissen, U van Heesch, P Avgeriou - Information and software …, 2022 - Elsevier
Context: With an increase in Agile, Lean, and DevOps software methodologies over the last
years (collectively referred to as Continuous Software Development (CSD)), we have …
years (collectively referred to as Continuous Software Development (CSD)), we have …
Experimentation growth: Evolving trustworthy A/B testing capabilities in online software companies
A Fabijan, P Dmitriev, C McFarland… - Journal of Software …, 2018 - Wiley Online Library
Companies need to know how much value their ideas deliver to customers. One of the most
powerful ways to accurately measure this is by conducting online controlled experiments …
powerful ways to accurately measure this is by conducting online controlled experiments …
Organic 6G networks: Vision, requirements, and research approaches
Building upon the significant number of already published 6G position papers, we are
concentrating on the immediate next steps toward turning the research vision of software …
concentrating on the immediate next steps toward turning the research vision of software …
[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 …
On the effects of continuous delivery on code quality: A case study in industry
M Rubert, K Farias - Computer Standards & Interfaces, 2022 - Elsevier
Continuous delivery has been adopted by organizations to make software available to their
users at any time. The transition from traditional software delivery methodologies to …
users at any time. The transition from traditional software delivery methodologies to …
Understanding hypotheses engineering in software startups through a gray literature review
Context The higher availability of software usage data and the influence of the Lean Startup
led to the rise of experimentation in software engineering, a new approach for development …
led to the rise of experimentation in software engineering, a new approach for development …