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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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08/09/2023
A/B Testing: A Systematic Literature Review
In A/B testing two variants of a piece of software are compared in the f...
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06/02/2023
Automating Pipelines of A/B Tests with Population Split Using Self-Adaptation and Machine Learning
A/B testing is a common approach used in industry to facilitate innovati...
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06/02/2023
Reducing Large Adaptation Spaces in Self-Adaptive Systems Using Machine Learning
Modern software systems often have to cope with uncertain operation cond...
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03/27/2023
From Self-Adaptation to Self-Evolution Leveraging the Operational Design Domain
Engineering long-running computing systems that achieve their goals unde...
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03/27/2023
On the Need for Artifacts to Support Research on Self-Adaptation Mature for Industrial Adoption
Despite the vast body of knowledge developed by the self-adaptive system...
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11/30/2022
Specification Architectural Viewpoint for Benefit-Cost-Risk-Aware Decision-Making in Self-Adaptive Systems
Over the past two decades, researchers and engineers have extensively st...
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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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11/04/2022
Dealing with Drift of Adaptation Spaces in Learning-based Self-Adaptive Systems using Lifelong Self-Adaptation
Recently, machine learning (ML) has become a popular approach to support...
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06/24/2022
Guidelines for Artifacts to Support Industry-Relevant Research on Self-Adaptation
Artifacts support evaluating new research results and help comparing the...
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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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04/13/2022
Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-Adaptive Systems
Many software systems today face uncertain operating conditions, such as...
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04/04/2022
Lifelong Self-Adaptation: Self-Adaptation Meets Lifelong Machine Learning
In the past years, machine learning (ML) has become a popular approach t...
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04/04/2022
SEAByTE: A Self-adaptive Micro-service System Artifact for Automating A/B Testing
Micro-services are a common architectural approach to software developme...
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12/12/2021
Report on A Formally-Founded Model-Based Approach to Engineer Self-Adaptive Systems
Self-adaptive systems manage themselves to deal with uncertainties that ...
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08/19/2021
Lifelong Computing
Computing systems form the backbone of many aspects of our life, hence t...
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08/18/2021
Towards Mapping Control Theory and Software Engineering Properties using Specification Patterns
A traditional approach to realize self-adaptation in software engineerin...
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03/21/2021
How do we Evaluate Self-adaptive Software Systems?
With the increase of research in self-adaptive systems, there is a need ...
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03/19/2021
Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning
Two established approaches to engineer adaptive systems are architecture...
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03/18/2021
On the Impact of Applying Machine Learning in the Decision-Making of Self-Adaptive Systems
Recently, we have been witnessing an increasing use of machine learning ...
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03/16/2021
Decentralized Self-Adaptive Systems: A Mapping Study
With the increasing ubiquity and scale of self-adaptive systems, there i...
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03/06/2021
Applying Machine Learning in Self-Adaptive Systems: A Systematic Literature Review
Recently, we witness a rapid increase in the use of machine learning in ...
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03/03/2021
Uncertainty in Self-Adaptive Systems: A Research Community Perspective
One of the primary drivers for self-adaptation is ensuring that systems ...
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04/24/2020
Towards Bridging the Gap between Control and Self-Adaptive System Properties
Two of the main paradigms used to build adaptive software employ differe...
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09/08/2019
An Architectural Style for Self-Adaptive Multi-Agent Systems
Modern distributed software systems often operate in dynamic environment...
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08/29/2019
ActivFORMS: A Model-Based Approach to Engineer Self-Adaptive Systems
Handling change is an increasingly important challenge for software engi...
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03/12/2019