Deliverables
Intermediate Status Report about use case integration and Devops methods
Assessment of available technologies for supporting accelerators and HPC, initial design and implementation plan (all tasks)
Final Report about use case integration
First prototype implementation of the DEEP as a Service solution
Pilot testbed and integration architecture with EOSC large scale infrastructures
First implementation of software platform for accessing accelerators and HPC
Design document and work plan for the DEEP as a Service solution
Definition of the architecture of the High Level Hybrid Cloud
Initial Plan on the selection of use cases and the strategy for the devops pipelines.
High Level Hybrid Cloud solutions prototype completed
State-of-the-art Deep Learning (DL), Neural Network (NN) and Machine Learning (ML) frameworks and libraries.
Final release of High Level Hybrid Cloud solutions completed and deployed
Report on the final implementation of the DEEP as a Service solution.
This deliverable will analyze the implications of existing Data Management Plans for the different datasets in the Case Studies, and how the derived data should be considered in the corresponding data life cycle.
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Publications
Author(s): Orviz, Pablo; López García, Álvaro; Duma, Doina Cristina; Donvito, Giacinto; David, Mario; Gomes, Jorge
Published in: 1, 2018
Publisher: N/A
Author(s): Binh Minh Nguyen, Huan Phan, Duong Quang Ha, Giang Nguyen
Published in: Procedia Computer Science, 130, 2018, Page(s) 326-335, ISSN 1877-0509
Publisher: Elsevier
DOI: 10.1016/j.procs.2018.04.046
Author(s): Giang Nguyen, Binh Minh Nguyen, Dang Tran, Ladislav Hluchy
Published in: Data & Knowledge Engineering, 115, 2018, Page(s) 129-151, ISSN 0169-023X
Publisher: Elsevier BV
DOI: 10.1016/j.datak.2018.03.002
Author(s): Nhuan Tran, Thang Nguyen, Binh Minh Nguyen, Giang Nguyen
Published in: Procedia Computer Science, 126, 2018, Page(s) 636-645, ISSN 1877-0509
Publisher: Elsevier
DOI: 10.1016/j.procs.2018.07.298
Author(s): Giang Nguyen, Stefan Dlugolinsky, Martin Bobák, Viet Tran, Álvaro López García, Ignacio Heredia, Peter Malík, Ladislav Hluchý
Published in: Artificial Intelligence Review, 2019, ISSN 0269-2821
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10462-018-09679-z
Author(s): Francisco Pando, Ignacio Heredia, Carlos Aedo Pérez, Mauricio Velayos Rodríguez, Lara Lloret Iglesias, Joel Calvo
Published in: Biodiversity Information Science and Standards, 2, 2018, Page(s) e25749, ISSN 2535-0897
Publisher: Pensoft
DOI: 10.3897/biss.2.25749
Author(s): Lara Lloret, Ignacio Heredia, Fernando Aguilar, Elisabeth Debusschere, Klaas Deneudt, Francisco Hernandez
Published in: Biodiversity Information Science and Standards, 2, 2018, Page(s) e25762, ISSN 2535-0897
Publisher: Pensoft
DOI: 10.3897/biss.2.25762
Author(s): Matej Babič, Ladislav Hluchy, Peter Krammer, Branko Matovič, Ravi Kumar, Pavel Kovač
Published in: Computing and Informatics, 36/5, 2017, Page(s) 1107-1126, ISSN 1335-9150
Publisher: Slovak Academic Press Ltd.
DOI: 10.4149/cai_2017_5_1107
Author(s): María Castrillo, Álvaro López García
Published in: Water Research, 172, 2020, Page(s) 115490, ISSN 0043-1354
Publisher: Elsevier BV
DOI: 10.1016/j.watres.2020.115490
Author(s): Ignacio Heredia, Lara Lloret, Jesús Marco, Francisco Pando
Published in: Proceedings of TDWG, 1, 2017, Page(s) e20569, ISSN 2535-0897
Publisher: Pensoft
DOI: 10.3897/tdwgproceedings.1.20569
Author(s): Alvaro Lopez Garcia, Viet Tran, Andy S. Alic, Miguel Caballer, Isabel Campos Plasencia, Alessandro Costantini, Stefan Dlugolinsky, Doina Cristina Duma, Giacinto Donvito, Jorge Gomes, Ignacio Heredia Cacha, Jesus Marco De Lucas, Keiichi Ito, Valentin Y. Kozlov, Giang Nguyen, Pablo Orviz Fernandez, Zdenek Sustr, Pawel Wolniewicz, Marica Antonacci, Wolfgang Zu Castell, Mario David, Marcus Hardt, Lara
Published in: IEEE Access, 8, 2020, Page(s) 18681-18692, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2020.2964386
Author(s): Álvaro López García
Published in: Journal of Open Source Software, 4/42, 2019, Page(s) 1517, ISSN 2475-9066
Publisher: NumFocus
DOI: 10.21105/joss.01517
Author(s): Donvito, Giacinto; Gomes, Jorge; Ferrer, A. Juan; Kozlov, Valentin; López García, Álvaro; Matyska, Ludek; Meyer, Norbert; Moltó, Germán; Tran, Viet; Castell, Wolfgang zu
Published in: ISC High Performance Computing, 2018
Publisher: ISC High Performance Computing
Author(s): Alic, Andy S.; Antonacci, Marica; Caballer, Miguel; Campos, Isabel; Costantini, Alessandro; David, Mario; Dlugolinsky, Stefan; Donvito, Giacinto; Duma, Cristina; Gomes, Jorge; Hardt, Marcus; Heredia, Ignacio; Hluchy, Ladislav; Ito, Keiichi; Kozlov, Valentin; Lloret, Lara; López García, Alvaro; Marco, Jesus; Matyska, Ludek; Moltó, Germán; Nguyen, Giang; Orviz, Pablo; Plociennik, Marcin; Šustr,
Published in: 2019
Publisher: ISC
Author(s): Cavallaro, Gabriele; Kozlov, Valentin; Götz, Markus; Riedel, Morris
Published in: Proc. of the 2019 conference on Big Data from Space (BiDS’2019), EUR 29660 EN, ISBN 978-92-76-00034-1, doi:10.2760/848593<br/>Conference on Big Data from Space (BiDS'19), Munich, Germany, 2019-02-19 - 2019-02-21, 19, 2019, ISBN 978-92-76-00034-1
Publisher: Publications Office of the European Union
DOI: 10.2760/848593
Author(s): Gomes, Jorge; David, Mário; Martins, João Paulo; Pina, João; Campos, Isabel; López Garcia, Alvaro; Orviz, Pablo; Kozlov, Valentin
Published in: ISC High Performance (2019), 7, 2019
Publisher: ISC
Author(s): Adrian Grupp, Valentin Kozlov, Isabel Campos, Mario David, Jorge Gomes, Álvaro López García
Published in: High Performance Computing - ISC High Performance 2019 International Workshops, Frankfurt, Germany, June 16-20, 2019, Revised Selected Papers, 11887, 2019, Page(s) 478-489, ISBN 978-3-030-34355-2
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-34356-9_36