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seminar.bib
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@article{ApplicationOfMachineLearning,
author = {Theresia Ratih Dewi Saputri and Seok-Won Lee},
title = {The Application of Machine Learning in Self-Adaptive Systems: A Systematic Literature Review},
journal = {IEEE Access},
volume = {8},
number = {},
pages = {205948-205967},
year = {2020},
doi = {10.1109/ACCESS.2020.3036037}
}
@inproceedings{ComparisonOfSelfImprovement,
author = {Christian Krupitzer et al.},
title = {Comparison of Approaches for Self-Improvement in Self-Adaptive Systems},
booktitle = {2016 IEEE International Conference on Autonomic Computing (ICAC)},
volume = {},
number = {},
pages = {308-314},
year = {2016},
doi = {}
}
@inproceedings{DissectingSelfProperties,
author = {Andrew Berns and Sukumar Ghosh},
title = {Dissecting Self-* Properties},
booktitle = {2009 Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems},
volume = {},
number = {},
pages = {10-19},
year = {2009},
doi = {10.1109/SASO.2009.25}
}
@article{FIoT,
author = {Nathalia Moraesdo Nascimento and Carlos José Pereirade Lucena},
title = {FIoT: An agent-based framework for self-adaptive and self-organizing applications based on the Internet of Things},
journal = {Information Sciences},
volume = {378},
number = {},
pages = {161-176},
year = {2017},
doi = {10.1016/j.ins.2016.10.031}
}
@article{FORMS,
author = {Danny Weyns et al.},
title = {FORMS: Unifying reference model for formal specification of distributed self-adaptive systems},
journal = {ACM Transactions on Autonomous and Adaptive Systems},
volume = {7},
number = {1},
pages = {1-61},
year = {2012},
doi = {10.1145/2168260.2168268}
}
@inproceedings{FUSION,
author = {Ahmed Elkhodary et al.},
title = {FUSION: a framework for engineering self-tuning self-adaptive software systems},
booktitle = {FSE '10: Proceedings of the eighteenth ACM SIGSOFT international symposium on Foundations of software engineering},
volume = {},
number = {},
pages = {7-16},
year = {2010},
doi = {10.1145/1882291.1882296}
}
@article{ImprovingCloudPerformanceAndSecurity,
author = {Daniel Grzonka et al.},
title = {Using a multi-agent system and artificial intelligence for monitoring and improving the cloud performance and security},
journal = {Future Generation Computer Systems},
volume = {86},
number = {},
pages = {1106-1117},
year = {2018},
doi = {10.1016/j.future.2017.05.046}
}
@article{LandscapeAndResearchChallenges,
author = {Mazeiar Salehie and Ladan Tahvildari},
title = {Self-adaptive software: Landscape and research challenges},
journal = {ACM Transactions on Autonomous and Adaptive Systems},
volume = {4},
number = {2},
pages = {1-42},
year = {2009},
doi = {10.1145/1516533.1516538}
}
@inproceedings{LearningRevisedModels,
author = {Daniel Sykes et al.},
title = {Learning revised models for planning in adaptive systems},
booktitle = {2013 35th International Conference on Software Engineering (ICSE)},
volume = {},
number = {},
pages = {63-71},
year = {2013},
doi = {10.1109/ICSE.2013.6606552}
}
@inproceedings{MultiAgentSystem,
author = {Gerald Tesauro et al.},
title = {A Multi-Agent Systems Approach to Autonomic Computing},
booktitle = {Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, 2004. AAMAS 2004.},
volume = {},
number = {},
pages = {464-471},
year = {2004},
doi = {}
}
@inbook{ResearchRoadmap,
author = {Betty Cheng et al.},
title = {Software Engineering for Self-Adaptive Systems: A Research Roadmap},
booktitle = {Software Engineering for Self-Adaptive Systems},
pages = {1-26},
publisher = {Springer, Berlin, Heidelberg},
year = {2009},
doi = {10.1007/978-3-642-02161-9_1}
}
@book{SasIntroduction,
author = {Danny Weyns},
title = {An Introduction to Self-adaptive Systems: A Contemporary Software Engineering Perspective},
publisher = {Wiley-IEEE Computer Society Press},
year = {2020},
isbn = {1119574943}
}
@inbook{SecondResearchRoadmap,
author = {Rog{\'e}rio de Lemos et al.},
title = {Software Engineering for Self-Adaptive Systems: A Second Research Roadmap},
booktitle = {Software Engineering for Self-Adaptive Systems},
pages = {1-32},
publisher = {Springer, Berlin, Heidelberg},
year = {2013},
doi = {10.1007/978-3-642-35813-5_1}
}
@inproceedings{SelfImprovementSAS,
author = {Christian Krupitzer et al.},
title = {Comparison of Approaches for Self-Improvement in Self-Adaptive Systems},
booktitle = {2016 IEEE International Conference on Autonomic Computing (ICAC)},
volume = {},
number = {},
pages = {308-314},
year = {2016},
doi = {10.1109/ICAC.2016.18}
}
@article{SurveyOnEngineeringApproaches,
author = {Christian Krupitzer et al.},
title = {A survey on engineering approaches for self-adaptive systems},
journal = {Pervasive and Mobile Computing},
volume = {17},
number = {B},
pages = {184-206},
year = {2015},
doi = {10.1016/j.pmcj.2014.09.009}
}
@inproceedings{TaxonomyOfSelfSoftware,
author = {Claudia Raibulet},
title = {Towards a Taxonomy for the Evaluation of Self-* Software},
booktitle = {2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W)},
volume = {},
number = {},
pages = {22-23},
year = {2018},
doi = {10.1109/FAS-W.2018.00020}
}
@article{VisionOfAutonomicComputing,
author = {Jeffrey Kephart and David Chess},
title = {The vision of autonomic computing},
journal = {Computer},
volume = {36},
number = {1},
pages = {41-50},
year = {2003},
doi = {10.1109/MC.2003.1160055}
}
@inbook{ML1,
author = {Alvaro Soto and Pradeep Khosla},
title = {Adaptive Agent Based System for State Estimation Using Dynamic Multidimensional Information Sources},
booktitle = {Self-Adaptive Software: Applications},
pages = {66-83},
publisher = {Springer, Berlin, Heidelberg},
year = {2003},
doi = {10.1007/3-540-36554-0_6}
}
@inproceedings{ML2,
author = {Iara Augustin et al.},
title = {ISAM, a software architecture for adaptive and distributed mobile applications},
booktitle = {Proceedings ISCC 2002 Seventh International Symposium on Computers and Communications},
volume = {},
number = {},
pages = {333-338},
year = {2002},
doi = {10.1109/ISCC.2002.1021698}
}
@inproceedings{ML4,
author = {Moshood Omolade Saliu et al.},
title = {Towards adaptive soft computing based software effort prediction},
booktitle = {IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04.},
volume = {1},
number = {},
pages = {16-21},
year = {2004},
doi = {10.1109/NAFIPS.2004.1336241}
}
@inproceedings{ML5,
author = {Daniel Webb and W. Fred Ramirez},
title = {Modeling, simulation, and optimization software framework for dynamic systems},
booktitle = {Proceedings of the 2003 American Control Conference, 2003.},
volume = {3},
number = {},
pages = {2395-2400},
year = {2004},
doi = {10.1109/ACC.2003.1243433}
}
@inproceedings{ML7,
author = {Elise Langham},
title = {A Fuzzy Evolutionary System for Concept Formation and Adaptive Behaviour in Software Agents},
booktitle = {The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05.},
volume = {},
number = {},
pages = {631-635},
year = {2005},
doi = {10.1109/FUZZY.2005.1452467}
}
@inproceedings{ML8,
author = {Giljong Yoo et al.},
title = {Hybrid Prediction Model for improving Reliability in Self-Healing System},
booktitle = {Fourth International Conference on Software Engineering Research, Management and Applications (SERA'06)},
volume = {},
number = {},
pages = {108-116},
year = {2006},
doi = {10.1109/SERA.2006.40}
}
@inproceedings{ML11,
author = {Heather Goldsby et al.},
title = {Digitally Evolving Models for Dynamically Adaptive Systems},
booktitle = {International Workshop on Software Engineering for Adaptive and Self-Managing Systems (SEAMS '07)},
volume = {},
number = {},
pages = {13},
year = {2007},
doi = {10.1109/SEAMS.2007.6}
}
@inproceedings{ML12,
author = {Mehdi Amoui et al.},
title = {Adaptive Action Selection in Autonomic Software Using Reinforcement Learning},
booktitle = {Fourth International Conference on Autonomic and Autonomous Systems (ICAS'08)},
volume = {},
number = {},
pages = {175-181},
year = {2008},
doi = {10.1109/ICAS.2008.35}
}
@inproceedings{ML14,
author = {Dongsun Kim and Sooyong Park},
title = {Reinforcement learning-based dynamic adaptation planning method for architecture-based self-managed software},
booktitle = {2009 ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems},
volume = {},
number = {},
pages = {76-85},
year = {2009},
doi = {10.1109/SEAMS.2009.5069076}
}
@inproceedings{ML15,
author = {Liuqing Shen et al.},
title = {The Design of Intelligent Security Defensive Software Based on Autonomic Computing},
booktitle = {2009 Second International Conference on Intelligent Computation Technology and Automation},
volume = {1},
number = {},
pages = {489-491},
year = {2009},
doi = {10.1109/ICICTA.2009.125}
}
@thesis{QLearning,
author = {Christopher Watkins},
title = {Learning from delayed rewards.},
school = {University of Cambridge},
year = {1989}
}