Continuous integration, delivery and deployment: a systematic review on approaches, tools, challenges and practices
Continuous practices, ie, continuous integration, delivery, and deployment, are the software
development industry practices that enable organizations to frequently and reliably release …
development industry practices that enable organizations to frequently and reliably release …
Towards mlops: A framework and maturity model
The adoption of continuous software engineering practices such as DevOps (Development
and Operations) in business operations has contributed to significantly shorter software …
and Operations) in business operations has contributed to significantly shorter software …
Who needs MLOps: What data scientists seek to accomplish and how can MLOps help?
S Mäkinen, H Skogström, E Laaksonen… - 2021 IEEE/ACM 1st …, 2021 - ieeexplore.ieee.org
Following continuous software engineering practices, there has been an increasing interest
in rapid deployment of machine learning (ML) features, called MLOps. In this paper, we …
in rapid deployment of machine learning (ML) features, called MLOps. In this paper, we …
MLOps-definitions, tools and challenges
G Symeonidis, E Nerantzis, A Kazakis… - 2022 IEEE 12th …, 2022 - ieeexplore.ieee.org
This paper is an concentrated overview of the Machine Learning Operations (MLOps) area.
Our aim is to define the operation and the components of such systems by highlighting the …
Our aim is to define the operation and the components of such systems by highlighting the …
A teamwork effectiveness model for agile software development
D Strode, T Dingsøyr, Y Lindsjorn - Empirical Software Engineering, 2022 - Springer
Teamwork is crucial in software development, particularly in agile development teams which
are cross-functional and where team members work intensively together to develop a …
are cross-functional and where team members work intensively together to develop a …
Challenges and solutions when adopting DevSecOps: A systematic review
Abstract Context: DevOps (Development and Operations) has become one of the fastest-
growing software development paradigms in the industry. However, this trend has presented …
growing software development paradigms in the industry. However, this trend has presented …
[PDF][PDF] Everything flows: Studying continuous socio-technological transformation in a fluid and dynamic digital world
As we undergo momentous flows of digital innovations, our lives and work continue to
transform and are evermore characterized by mobility (D'Mello and Sahay 2007) …
transform and are evermore characterized by mobility (D'Mello and Sahay 2007) …
[HTML][HTML] Exploring the intersection between software industry and Software Engineering education-A systematic mapping of Software Engineering Trends
Context: Software has become ubiquitous in every corner of modern societies. During the
last five decades, software engineering has also changed significantly to advance the …
last five decades, software engineering has also changed significantly to advance the …
What is DevOps? A systematic mapping study on definitions and practices
Context: DevOps, the combination of Development and Operations, is a new way of thinking
in the software engineering domain that recently received much attention. Given that …
in the software engineering domain that recently received much attention. Given that …
Exploring software development at the very large-scale: a revelatory case study and research agenda for agile method adaptation
Agile development methods were believed to best suit small, co-located teams, but the
success in small teams has inspired use in large and very large-scale software …
success in small teams has inspired use in large and very large-scale software …