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TITLE: Self-adaptive Machine Learning Systems: Research Challenges and Opportunities
AUTHORS: Casimiro, Maria; Romano, Paolo; Garlan, David; Moreno, Gabriel A.; Kang, Eunsuk; Klein, Mark;
PUBLISHED: 2022, SOURCE: 15th European Conference on Software Architecture (ECSA) in SOFTWARE ARCHITECTURE, ECSA 2021 TRACKS AND WORKSHOPS, VOLUME: 13365
INDEXED IN: Scopus WOS
2
TITLE: Towards a Framework for Adapting Machine Learning Components
AUTHORS: Casimiro, Maria; Romano, Paolo; Garlan, David; Rodrigues, Luis;
PUBLISHED: 2022, SOURCE: 3rd IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) in 2022 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING AND SELF-ORGANIZING SYSTEMS (ACSOS 2022)
INDEXED IN: Scopus WOS
3
TITLE: AlloyMax: Bringing Maximum Satisfaction to Relational Specifications
AUTHORS: Zhang, CJ; Wagner, R; Orvalho, P; Garlan, D; Manquinho, V; Martins, R; Kang, E;
PUBLISHED: 2021, SOURCE: 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) in PROCEEDINGS OF THE 29TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING (ESEC/FSE '21)
INDEXED IN: Scopus WOS
4
TITLE: Lynceus: Cost-efficient Tuning and Provisioning of Data Analytic Jobs
AUTHORS: Casimiro, M; Didona, D; Romano, P; Rodrigues, L; Zwaenepoel, W; Garlan, D;
PUBLISHED: 2020, SOURCE: 40th IEEE International Conference on Distributed Computing Systems (ICDCS) in 2020 IEEE 40TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS)
INDEXED IN: WOS
5
TITLE: Improving self-adaptation planning through software architecture-based stochastic modeling  Full Text
AUTHORS: Joao M Franco; Francisco Correia; Raul Barbosa ; Mario Zenha Rela; Bradley Schmerl; David Garlan;
PUBLISHED: 2016, SOURCE: JOURNAL OF SYSTEMS AND SOFTWARE, VOLUME: 115
INDEXED IN: Scopus WOS DBLP CrossRef: 4
6
TITLE: Adaptation impact and environment models for architecture-based self-adaptive systems  Full Text
AUTHORS: Camara, J; Lopes, A ; Garlan, D; Schmerl, B;
PUBLISHED: 2016, SOURCE: SCIENCE OF COMPUTER PROGRAMMING, VOLUME: 127
INDEXED IN: WOS CrossRef
7
TITLE: Incorporating architecture-based self-adaptation into an adaptive industrial software system  Full Text
AUTHORS: Javier Camara; Pedro Correia; Rogerio de Lemos; David Garlan; Pedro Gomes; Bradley Schmerl; Rafael Ventura;
PUBLISHED: 2016, SOURCE: JOURNAL OF SYSTEMS AND SOFTWARE, VOLUME: 122
INDEXED IN: WOS
8
TITLE: Diagnosing Unobserved Components in Self-Adaptive Systems
AUTHORS: Paulo Casanova; David Garlan; Bradley Schmerl; Rui Abreu ;
PUBLISHED: 2014, SOURCE: 9th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS) in 9TH INTERNATIONAL SYMPOSIUM ON SOFTWARE ENGINEERING FOR ADAPTIVE AND SELF-MANAGING SYSTEMS (SEAMS 2014)
INDEXED IN: Scopus WOS DBLP CrossRef: 9
9
TITLE: Evolving an Adaptive Industrial Software System to Use Architecture-Based Self-Adaptation
AUTHORS: Javier Camara; Pedro Correia; Rogerio de Lemos; David Garlan; Pedro Gomes; Bradley Schmerl; Rafael Ventura;
PUBLISHED: 2013, SOURCE: 8th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS) in PROCEEDINGS OF THE 8TH INTERNATIONAL SYMPOSIUM ON SOFTWARE ENGINEERING FOR ADAPTIVE AND SELF-MANAGING SYSTEMS (SEAMS 2013)
INDEXED IN: Scopus WOS CrossRef
10
TITLE: Diagnosing architectural run-time failures
AUTHORS: Casanova, P; Garlan, D; Schmerl, B; Abreu, R ;
PUBLISHED: 2013, SOURCE: 2013 8th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2013 in ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems
INDEXED IN: Scopus DBLP CrossRef: 6
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