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pro vyhledávání: '"Openja, Moses"'
Autor:
Openja, Moses, Khomh, Foutse, Foundjem, Armstrong, Ming, Zhen, Jiang, Abidi, Mouna, Hassan, Ahmed E.
Recently, machine and deep learning (ML/DL) algorithms have been increasingly adopted in many software systems. Due to their inductive nature, ensuring the quality of these systems remains a significant challenge for the research community. Unlike tr
Externí odkaz:
http://arxiv.org/abs/2312.12604
The cause-to-effect analysis can help us decompose all the likely causes of a problem, such as an undesirable business situation or unintended harm to the individual(s). This implies that we can identify how the problems are inherited, rank the cause
Externí odkaz:
http://arxiv.org/abs/2310.12805
The popularity of automated machine learning (AutoML) tools in different domains has increased over the past few years. Machine learning (ML) practitioners use AutoML tools to automate and optimize the process of feature engineering, model training,
Externí odkaz:
http://arxiv.org/abs/2208.13116
There is an increase in deploying Deep Learning (DL)-based software systems in real-world applications. Usually DL models are developed and trained using DL frameworks that have their own internal mechanisms/formats to represent and train DL models,
Externí odkaz:
http://arxiv.org/abs/2206.14322
Publikováno v:
The International Conference on Evaluation and Assessment in Software Engineering 2022 (EASE 2022), June 13--15, 2022, Gothenburg, Sweden
Docker is a containerization service that allows for convenient deployment of websites, databases, applications' APIs, and machine learning (ML) models with a few lines of code. Studies have recently explored the use of Docker for deploying general s
Externí odkaz:
http://arxiv.org/abs/2206.00699
Quantum computing is a rapidly growing field attracting the interest of both researchers and software developers. Supported by its numerous open-source tools, developers can now build, test, or run their quantum algorithms. Although the maintenance p
Externí odkaz:
http://arxiv.org/abs/2206.00666
With the advance in quantum computing, quantum software becomes critical for exploring the full potential of quantum computing systems. Recently, quantum software engineering (QSE) becomes an emerging area attracting more and more attention. However,
Externí odkaz:
http://arxiv.org/abs/2205.03181
Publikováno v:
ACM Transactions on Software Engineering and Methodology (TOSEM) 2020
Nowadays, modern applications are developed using components written in different programming languages. These systems introduce several advantages. However, as the number of languages increases, so does the challenges related to the development and
Externí odkaz:
http://arxiv.org/abs/2010.14331
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