Work

Designing ML-Enabled Software Systems with ML Model Composition: A Green AI Perspective

Year: 2025

Type: conference-paper

Abstract: The adoption of Machine Learning (ML) in the past few decades has revolutionized the implementation of traditional software systems, although the concept of ML dates back to the 1950s [2], [17]. ML models do not work in isolation, but are mostly used as parts of larger software systems [8], which are referred to as ML systems or ML-enabled systems [14].

Source: IEEE/ACM International Conference on AI Engineering – Software Engineering for AI (CAIN)

DOI: 10.1109/cain66642.2025.00040

Author: Rumbidzai Chitakunye

Institution: Vrije Universiteit Amsterdam

Language: English

Topic: Advanced Software Engineering Methodologies

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: H2020 Marie Skłodowska-Curie Actions

Award: G2130350049