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09/11/2023
Ensemble-based modeling abstractions for modern self-optimizing systems
In this paper, we extend our ensemble-based component model DEECo with t...
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09/11/2023
Online ML Self-adaptation in Face of Traps
Online machine learning (ML) is often used in self-adaptive systems to s...
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09/11/2023
Towards characterization of edge-cloud continuum
Internet of Things and cloud computing are two technological paradigms t...
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11/06/2022
Self-Adaptation in Industry: A Survey
Computing systems form the backbone of many areas in our society, from m...
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04/14/2022
Preliminary Results of a Survey on the Use of Self-Adaptation in Industry
Self-adaptation equips a software system with a feedback loop that autom...
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12/17/2021
Towards fuzzification of adaptation rules in self-adaptive architectures
In this paper, we focus on exploiting neural networks for the analysis a...
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04/30/2021
Forming Ensembles at Runtime: A Machine Learning Approach
Smart system applications (SSAs) built on top of cyber-physical and soci...
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11/23/2020