Livrables
Evaluation of the CLASS data analytics platform on the smart use case.
Final project reportFinal report for activities performed till the end of the project.
Use case evaluationEvaluation of the CLASS architecture with the smart city use case on the ASA including: (1) a description of the final configuration of the ASA and vehicles populated with IoT sensors, and (2) an analysis of the quality of collected data-sets at month 42.
Final analysis of real-time big data analysis aspects impacting on standards and industrial initiativesEvaluation of the impact of the overall CLASS architecture on the considered standards and open initiatives.
Validation of the CLASS edge computing subsystemEvaluation of the edge computing platform agent supporting real-time analysis and validated with the smart city use-case.
Evaluation of the CLASS software architectureEvaluation of the integrated CLASS architecture.
Communication and Dissemination PlanDescription of the communication and dissemination strategy and the activities to be undertaken to achieve this. Results of the dissemination work will be reported in the periodic and final reports.
Initial communication and dissemination reportReport of the communication, dissemination and knowledge transfer activities until month 11.
Validation of the Cloud Data Analytics Service Management and Scalability componentsEvaluation of Cloud Data Analytics Service Management and Scalability components on the smart city use case.
Final communication and dissemination reportFinal report of the communication, dissemination and knowledge transfer activities, due on month 42, including a report on the open communities and development environments and activities performed, done within the project.
Intermediate communication and dissemination reportReport of the communication, dissemination and knowledge transfer activities until month 24, including the list of the open communities and development environments in which CLASS results will be disseminate.
Finaly release of the smart city use caseThis deliverable will be composed of three parts: (1) Description and preliminary analysis (on the Autodromo) of the combined real-time big data analytics implemented on the use-case; (2) description of the ASA, Auto-dromo and vehicles populated with IoT sensors; and (3) analysis of the quality of collected data-sets at month 29..
The refined CLASS architecture executing the use case on the ASA and a report describing it.
Advanced multi-workload/multi-tenant performance evaluation tool for big data servicesA prototype tool for measuring performance aspects of a multi-workload/multi-tenant big-data service and a report describing it.
Final release of Spark and COMPSs integrated in CLASS architectureFinal release of the integrated version of Spark and COMPSs (including the new extensions if any) in the CLASS architecture, and a report describing it.
Final release of the Cloud Data Analytics Service Management and Scalability ComponentsThis description is to inform you, as Project Officer of CLASS, that taking advantage of the ongoing amendment process, Atos Spain S.A. proposes combining the WP4 Cloud Computing deliverables in MS3, namely “D4.3 Final release of the Cloud Data Analytics Service Management components” and “D4.5 Final release of the Cloud Data Analytics Service Scalability components” into one as these two deliverables cover different internal components within the same overall WP4 component called Rotterdam. Combining the two deliverables will allow presenting the overall WP4 component in a more wholistic and coherent way. Please note that the dissemination level for D4.3 and D4.5 are indicated differently in the DOA due to a mix-up, i.e. D4.3 was indicated as confidential and D4.5 as public, respectively. This should not pose a problem in combining the two deliverables as ATOS Spain S.A. is willing to make all components in this work package and the associated combined report publicly available in MS3.
First release of the real-time analysis methods and tools on the edgeThe static realtime analysis tools implemented at the edge and a report describing it
Final release of an augmented platform for analytics workloadsFinal release of the analytics platform, integrated cloud to edge.
First release of the Cloud Data Analytics Service Scalability componentsFirst release of the set of integrated software components for data analytics clusters service scalability for cloud standalone features, and a report detailing requirements, detailed designs and scientific findings.
Final release of the real-time analysis methods and tools on the edgeThe real-time analysis tools fully integrated in the CLASS architecture supporting both static and dynamic analysis and a report describing it.
Analysis of the main elements of the data management policy with regard to all the datasets generated by the project. The DMP will include a table specifying how the data will be exploited, shared for verification and re- use. In case the table cannot be provided a justification will be provided.
Publications
Auteurs:
Alessio Masola, Cristian Gabbi, Andrea Castellano, Nicola Capodieci, Paolo Burgio
Publié dans:
Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good, 2020, Page(s) 193-198, ISBN 9781450375597
Éditeur:
ACM
DOI:
10.1145/3411170.3411259
Auteurs:
Muzzini, Filippo; Capodieci, Nicola; Montangero, Manuela
Publié dans:
GoodTechs '20: Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good, 2020
Éditeur:
ACM
DOI:
10.1145/3411170.3411257
Auteurs:
Verucchi, Micaela; Theile, Mirco; Caccamo, Marco; Bertogna, Marko
Publié dans:
IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), Numéro 19675208, 2020, ISSN 2642-7346
Éditeur:
IEEE
DOI:
10.1109/RTAS48715.2020.000-4
Auteurs:
Rosa M Badia, Jorge Ejarque, Francesc Lordan, Daniele Lezzi, Javier Conejero, Javier Alvarez Cid-Fuentes, Yolanda Becerra, Anna Queralt
Publié dans:
2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS), Numéro 19100780, 2019, Page(s) 1720-1729, ISBN 978-1-7281-2519-0
Éditeur:
IEEE
DOI:
10.1109/ICDCS.2019.00171
Auteurs:
Cabri, G., L. Gherardini, and M. Montangero
Publié dans:
GoodTechs '19: Proceedings of the 5th EAI International Conference on Smart Objects and Technologies for Social Good, 2019, ISBN 978-1-4503-6261-0
Éditeur:
ACM
DOI:
10.1145/3342428.3342689
Auteurs:
Eduardo Quiñones, Marko Bertogna, Erez Hadad, Ana Juan Ferrer, Luca Chiantore, Alfredo Reboa
Publié dans:
Proceedings of the 11th ACM International Systems and Storage Conference on - SYSTOR '18, 2018, Page(s) 130-130, ISBN 9781450358491
Éditeur:
ACM Press
DOI:
10.1145/3211890.3211914
Auteurs:
Maria A. Serrano, Sara Royuela, Eduardo Quiñones
Publié dans:
Evolving OpenMP for Evolving Architectures - 14th International Workshop on OpenMP, IWOMP 2018, Barcelona, Spain, September 26–28, 2018, Proceedings, Numéro 11128, 2018, Page(s) 143-159, ISBN 978-3-319-98520-6
Éditeur:
Springer International Publishing
DOI:
10.1007/978-3-319-98521-3_10
Auteurs:
Roberto Cavicchioli, Nicola Capodieci, Marco Solieri, Marko Bertogna
Publié dans:
31st Euromicro Conference on Real-Time Systems (ECRTS 2019), Leibniz International Proceedings in Informatics (LIPIcs), Numéro 133, 2019, Page(s) 22:1-22:22, ISBN 978-3-95977-110-8
Éditeur:
Schloss Dagstuhl –Leibniz Center for Informatics
DOI:
10.4230/lipics.ecrts.2019.22
Auteurs:
Giorgia Franchini, Mathilde Galinier, Micaela Verucchi
Publié dans:
Recent Advances in Big Data and Deep Learning - Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri Levante, Genova, Italy 16-18 April 2019, Numéro 1, 2020, Page(s) 286-295, ISBN 978-3-030-16840-7
Éditeur:
Springer International Publishing
DOI:
10.1007/978-3-030-16841-4_30
Auteurs:
Giorgia Franchini, Paolo Burgio, Luca Zanni
Publié dans:
Intelligent Systems Design and Applications - 18th International Conference on Intelligent Systems Design and Applications (ISDA 2018) held in Vellore, India, December 6-8, 2018, Volume 2, Numéro 941, 2020, Page(s) 1025-1034, ISBN 978-3-030-16659-5
Éditeur:
Springer International Publishing
DOI:
10.1007/978-3-030-16660-1_100
Auteurs:
Micaela Verucchi, Gianluca Brilli, Davide Sapienza, Mattia Verasani, Marco Arena, Francesco Gatti, Alessandro Capotondi, Roberto Cavicchioli, Marko Bertogna, Marco Solieri
Publié dans:
2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2020, Page(s) 937-944, ISBN 978-1-7281-8956-7
Éditeur:
IEEE
DOI:
10.1109/ETFA46521.2020.9212130
Auteurs:
Nicola Capodieci, Roberto Cavicchioli, Filippo Muzzini, Leonard Montagna
Publié dans:
ICT Express, 2021, ISSN 2405-9595
Éditeur:
Elsevier - Science Direct
DOI:
10.1016/j.icte.2021.03.005
Auteurs:
Nicola Capodieci, Roberto Cavicchioli
Publié dans:
SoftwareX, Numéro 15, 2021, ISSN 2352-7110
Éditeur:
Elsevier
DOI:
10.1016/j.softx.2021.100793
Auteurs:
Sara Royuela, Luís Miguel Pinho, Eduardo Quiñones
Publié dans:
Journal of Systems Architecture, Numéro 105, 2020, Page(s) 101702, ISSN 1383-7621
Éditeur:
Elsevier BV
DOI:
10.1016/j.sysarc.2019.101702
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