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07/19/2023
Towards green AI-based software systems: an architecture-centric approach (GAISSA)
Nowadays, AI-based systems have achieved outstanding results and have ou...
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05/18/2023
Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study
The rise of machine learning (ML) systems has exacerbated their carbon f...
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02/02/2023
Teaching MLOps in Higher Education through Project-Based Learning
Building and maintaining production-grade ML-enabled components is a com...
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02/02/2023
Energy Efficiency of Training Neural Network Architectures: An Empirical Study
The evaluation of Deep Learning models has traditionally focused on crit...
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11/22/2022
Energy Consumption of Automated Program Repair
Automated program repair (APR) aims to automatize the process of repairi...
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07/08/2022
Guiding the retraining of convolutional neural networks against adversarial inputs
Background: When using deep learning models, there are many possible vul...
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09/28/2021
Which Design Decisions in AI-enabled Mobile Applications Contribute to Greener AI?
Background: The construction, evolution and usage of complex artificial ...
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05/05/2021
Software Engineering for AI-Based Systems: A Survey
AI-based systems are software systems with functionalities enabled by at...
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03/11/2021
Integration of Convolutional Neural Networks in Mobile Applications
When building Deep Learning (DL) models, data scientists and software en...
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03/11/2020
Research Directions for Developing and Operating Artificial Intelligence Models in Trustworthy Autonomous Systems
Context: Autonomous Systems (ASs) are becoming increasingly pervasive in...
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02/06/2020
Management of quality requirements in agile and rapid software development: A systematic mapping study
Context:Quality requirements (QRs) describe the desired quality of softw...
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10/24/2019
Practical experiences and value of applying software analytics to manage quality
Background: Despite the growth in the use of software analytics platform...
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08/16/2018
Towards Automated Data Integration in Software Analytics
Software organizations want to be able to base their decisions on the la...
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03/26/2018