Exploració per autor "Martínez Fernández, Silverio Juan"
Ara es mostren els items 56-67 de 67
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Teaching MLOps in higher education through project-based learning
Lanubile, Filippo; Martínez Fernández, Silverio Juan; Quaranta, Luigi (Institute of Electrical and Electronics Engineers (IEEE), 2023)
Text en actes de congrés
Accés obertBuilding and maintaining production-grade ML-enabled components is a complex endeavor that goes beyond the current approach of academic education, focused on the optimization of ML model performance in the lab. In this ... -
Three decades of software reference architectures: A systematic mapping study
Garcés, Lina; Martínez Fernández, Silverio Juan; Oliveira, Lucas; Dias Valle, Pedro Henrique; Ayala Martínez, Claudia Patricia; Franch Gutiérrez, Javier; Nakagawa, Elisa Yumi (2021-05-14)
Article
Accés obertSoftware reference architectures have played an essential role in software systems development due to the possibility of knowledge reuse. Although increasingly adopted by industry, these architectures are not yet completely ... -
Towards an ontology for strategic decision making: The case of quality in rapid software development projects
Gómez Seoane, Cristina; Ayala Martínez, Claudia Patricia; Franch Gutiérrez, Javier; López Cuesta, Lidia; Behutiye, Woubshet; Martínez Fernández, Silverio Juan (Springer, 2017)
Text en actes de congrés
Accés obertStrategic decision making is the process of selecting a logical and informed choice from the alternative options based on key strategic indicators determining the success of a specific organization strategy. To support ... -
Towards automated data integration in software analytics
Martínez Fernández, Silverio Juan; Jovanovic, Petar; Franch Gutiérrez, Javier; Jedlitschka, Andreas (Association for Computing Machinery (ACM), 2018)
Comunicació de congrés
Accés obertSoftware organizations want to be able to base their decisions on the latest set of available data and the real-time analytics derived from them. In order to support "real-time enterprise" for software organizations and ... -
Towards green AI-based software systems: an architecture-centric approach (GAISSA)
Martínez Fernández, Silverio Juan; Franch Gutiérrez, Javier; Durán López, Francisco Javier (Institute of Electrical and Electronics Engineers (IEEE), 2023)
Text en actes de congrés
Accés obertNowadays, AI-based systems have achieved out-standing results and have outperformed humans in different domains. However, the processes of training AI models and inferring from them require high computational resources, ... -
Towards guidelines for building a business case and gathering evidence of software reference architectures in industry
Martínez Fernández, Silverio Juan; Ayala Martínez, Claudia Patricia; Franch Gutiérrez, Javier; Martins Marques, Helena; Ameller, David (Springer, 2014-08-21)
Article
Accés obertBackground: Software reference architectures are becoming widely adopted by organizations that need to support the design and maintenance of software applications of a shared domain. For organizations that plan to adopt ... -
Towards suitable description of reference architectures
Dias Valle, Pedro Henrique; Garcés, Lina; Volpato, Tiago; Martínez Fernández, Silverio Juan; Nakagawa, Elisa Yumi (2021-03-09)
Article
Accés obertDue to the increasing size and complexity of many current software systems, the architectural design of these systems has become a considerately complicated task. In this scenario, reference architectures have already ... -
Towards supporting the adoption of software reference architectures: an empirically-grounded framework
Martínez Fernández, Silverio Juan (2013)
Text en actes de congrés
Accés obertA Software Reference Architecture (SRA) allows organizations to reuse architectural knowledge and software components in a systematic way and, therefore, to reduce costs. SRAs mainly appear in organizations in which the ... -
Training future ML engineers: a project-based course on MLOps
Lanubile, Filippo; Martínez Fernández, Silverio Juan; Quaranta, Luigi (03/2024)
Article
Accés obertRecently, the proliferation of commercial ML-based services has given rise to new job roles, such as ML engineers. Despite being highly sought-after in the job market, ML engineers are difficult to recruit, possibly due ... -
Verifying predictive services'quality with Mercury
Martínez Fernández, Silverio Juan; Franch Gutiérrez, Javier; Bisbal, Jesus (2013)
Text en actes de congrés
Accés obertDue to the success of service technology, there are lots of services nowadays that make predictions about the future in domains such as weather forecast, stock market and bookmakers. The value delivered by these predictive ... -
Which design decisions in AI-enabled mobile applications contribute to greener AI?
Creus Castanyer, Roger; Martínez Fernández, Silverio Juan; Franch Gutiérrez, Javier (2021)
Text en actes de congrés
Accés obertBackground: The construction, evolution and usage of complex artificial intelligence (AI) models demand expensive computational resources. While currently available high-performance computing environments support well this ... -
Which design decisions in AI-enabled mobile applications contribute to greener AI?
Creus Castanyer, Roger; Martínez Fernández, Silverio Juan; Franch Gutiérrez, Javier (Springer Nature, 2024)
Article
Accés restringit per política de l'editorialBackground: The usage of complex artificial intelligence (AI) models demands expensive computational resources. While currently, available high-performance computing environments can support such complexity, the deployment ...