David Garlan
AuthID: R-007-2PK
1
TITLE: Self-adapting Machine Learning-based Systems via a Probabilistic Model Checking Framework Full Text
AUTHORS: Casimiro, Maria; Soares, Diogo; Garlan, David; Rodrigues, Luis; Romano, Paolo;
PUBLISHED: 2024, SOURCE: ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS, VOLUME: 19, ISSUE: 3
AUTHORS: Casimiro, Maria; Soares, Diogo; Garlan, David; Rodrigues, Luis; Romano, Paolo;
PUBLISHED: 2024, SOURCE: ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS, VOLUME: 19, ISSUE: 3
2
TITLE: HyperJump: Accelerating HyperBand via Risk Modelling
AUTHORS: Mendes, Pedro; Casimiro, Maria; Romano, Paolo; Garlan, David;
PUBLISHED: 2023, SOURCE: 37th AAAI Conference on Artificial Intelligence (AAAI) / 35th Conference on Innovative Applications of Artificial Intelligence / 13th Symposium on Educational Advances in Artificial Intelligence in THIRTY-SEVENTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 37 NO 8, VOLUME: 37
AUTHORS: Mendes, Pedro; Casimiro, Maria; Romano, Paolo; Garlan, David;
PUBLISHED: 2023, SOURCE: 37th AAAI Conference on Artificial Intelligence (AAAI) / 35th Conference on Innovative Applications of Artificial Intelligence / 13th Symposium on Educational Advances in Artificial Intelligence in THIRTY-SEVENTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 37 NO 8, VOLUME: 37
INDEXED IN: 
Scopus 
WOS
Scopus WOS3
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
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
Scopus WOS4
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)
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
Scopus WOS5
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)
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
WOS6
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
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
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
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
WOS8
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)
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)
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)
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)
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
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
