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Browsing by Author "Antonacci, Marica"

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Browsing by Author "Antonacci, Marica"

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    A Cloud-Based Framework for Machine Learning Workloads and Applications 
    Lopez Garcia, Alvaro; Marco De Lucas, Jesús; Antonacci, Marica; Zu Castell, Wolfgang; David, Mario; Hardt, Marcus; Lloret Iglesias, Lara; Moltó, Germán; Plociennik, Marcin; Tran, Viet; Alic, Andrei Stefan; Caballer Fernández, Miguel; Campos Plasencia, Isabel; Costantini, Alessandro; Dlugolinsky, Stefan (Institute of Electrical and Electronics Engineers, 2020-01-06)
    [EN] In this paper we propose a distributed architecture to provide machine learning practitioners with a set of tools and cloud services that cover the whole machine learning development cycle: ranging from the models ...
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    Deployment of Elastic Virtual Hybrid Clusters Across Cloud Sites 
    Caballer Fernández, Miguel; Antonacci, Marica; Sustr, Zdenek; Perniola, Michele; Moltó, Germán (Springer-Verlag, 2021-03)
    [EN] Virtual clusters are widely used computing platforms than can be deployed in multiple cloud platforms. The ability to dynamically grow and shrink the number of nodes has paved the way for customised elastic computing ...