Software architecture for ML-based systems: What exists and what lies ahead

H Muccini, K Vaidhyanathan - … IEEE/ACM 1st Workshop on AI …, 2021 - ieeexplore.ieee.org
The increasing usage of machine learning (ML) coupled with the software architectural
challenges of the modern era has resulted in two broad research areas: i) software …

Customer support in the era of continuous deployment: A software-intensive embedded systems case study

A Dakkak, AR Munappy, J Bosch… - 2022 IEEE 46th Annual …, 2022 - ieeexplore.ieee.org
Supporting customers after they acquire the prod-uct is essential for companies producing
and selling software-intensive embedded systems products. Generally, customer sup-port is …

Characterization of continuous experimentation in software engineering: Expressions, models, and strategies

VM Erthal, BP de Souza, PSM dos Santos… - Science of Computer …, 2023 - Elsevier
Abstract Context Continuous Experimentation (CE) has become increasingly popular across
industry and academic communities. Major software organizations use CE to increase their …

Towards AIOps enabled services in continuously evolving software‐intensive embedded systems

A Dakkak, J Bosch… - Journal of Software …, 2024 - Wiley Online Library
Continuous deployment has been practiced for many years by companies developing web‐
and cloud‐based applications. To succeed with continuous deployment, these companies …

Model-driven continuous experimentation on component-based software architectures

S Gottschalk, E Yigitbas… - 2022 IEEE 19th …, 2022 - ieeexplore.ieee.org
To build successful software products, developers continuously have to discover what
features the users really need. This discovery can be achieved with continuous …

Data-driven self-adaptive architecting using machine learning

K Vaidhyanathan - 2021 - iris.gssi.it
The last decade has seen a significant evolution in software architecting practices as the
process of managing and developing software is becoming more and more complex. This is …

Towards identifying and linking data silos along the software life cycle

B Martens, P Pethő, T Holm… - 2021 16th International …, 2021 - ieeexplore.ieee.org
Software is of increasing importance in all industries and it's efficient creation an important
factor in the success of corporations. Using the data generated during the entire software life …

[PDF][PDF] Quality Assurance in the Context of Contemporary Software Practice

SG MacDonell - arXiv preprint arXiv:2205.00149, 2022 - arxiv.org
Quality Assurance in the Context of Contemporary Software Practice Page 1 1 Quality Assurance in
the Context of Contemporary Software Practice Stephen G. MacDonell, May 2022 Introduction After …

[PDF][PDF] Continuous Deployment In Software-Intensive Embedded Systems

MA Dakkak - pure.tue.nl
Since its advent in 2009, continuous deployment has been gaining considerable attention. It
is one of the essential ingredients of DevOps [305, 172], a cornerstone practice in …

データ駆動ソフトウェア工学への考察

青山幹雄 - 研究報告ソフトウェア工学(SE), 2020 - ipsj.ixsq.nii.ac.jp
論文抄録 ビッグデータの収集, 分析や機械学習などの技術の発展と共に, 科学・工学においてデータ
を活用したデータ駆動科学・工学の萌芽が見られる. ソフトウェア工学においても …