Ara es mostren els items 56-67 de 67

    • 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 obert
      Building 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 obert
      Software 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 obert
      Strategic 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 obert
      Software 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 obert
      Nowadays, 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 obert
      Background: 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 obert
      Due 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 obert
      A 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 obert
      Recently, 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 obert
      Due 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 obert
      Background: 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'editorial
      Background: 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 ...