Publikation: DataCloud: Enabling the Big Data Pipeli...
Stammdaten
Titel: | DataCloud: Enabling the Big Data Pipelines on the Computing Continuum |
Untertitel: | |
Kurzfassung: | With the recent developments of Internet of Things (IoT) and cloud-based technologies, massive amounts of data are generated by heterogeneous sources and stored through dedicated cloud solutions. Often organizations generate much more data than they are able to interpret, and current Cloud Computing technologies cannot fully meet the requirements of the Big Data processing applications and their data transfer overheads. Many data are stored for compliance purposes only but not used and turned into value, thus becoming Dark Data, which are not only an untapped value, but also pose a risk for organizations. To guarantee a better exploitation of Dark Data, the DataCloud project aims to realize novel methods and tools for effective and efficient management of the Big Data Pipeline lifecycle encompassing the Computing Continuum. Big Data pipelines are composite pipelines for processing data with nontrivial properties, commonly referred to as the Vs of Big Data (e.g., volume, velocity, value, etc.). Tapping their potential is a key aspect to leverage Dark Data, although it requires to go beyond the current approaches and frameworks for Big Data processing. In this respect, the concept of Computing Continuum extends the traditional centralised Cloud Computing with Edge and Fog computing in order to ensure low latency pre-processing and filtering close to the data sources. This will prevent to overwhelm the centralised cloud data centres enabling new opportunities for supporting Big Data pipelines. |
Schlagworte: |
Publikationstyp: | Beitrag in Proceedings (Autorenschaft) |
Erscheinungsdatum: | 14.05.2021 (Online) |
Erschienen in: |
RCIS '21 Proceedings of the 15th International Conference on Research Challenges in Information Science
RCIS '21 Proceedings of the 15th International Conference on Research Challenges in Information Science
(
Springer;
S. Cherfi, A. Perini, S. Nurcan
)
zur Publikation |
Titel der Serie: | Lecture Notes in Business Information Processing (LNBIP) |
Bandnummer: | 415 |
Erstveröffentlichung: | Ja |
Version: | - |
Seite: | S. 715 - 717 |
Versionen
Keine Version vorhanden |
Erscheinungsdatum: | 14.05.2021 |
ISBN (e-book): |
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eISSN: | 1865-1348 |
DOI: | http://dx.doi.org/10.1007/978-3-030-75018-3 |
Homepage: | https://link.springer.com/content/pdf/bbm%3A978-3-030-75018-3%2F1.pdf |
Open Access |
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AutorInnen
Dumitru Roman (extern) | ||||
Nikolay Nikolov (extern) | ||||
Brian Elvesater (extern) | ||||
Ahmet Soylu (extern) | ||||
Radu Aurel Prodan (intern) | ||||
Dragi Kimovski (intern) | ||||
Andrea Marrella (extern) | ||||
Francesco Leotta (extern) | ||||
Dario Benvenuti (extern) | ||||
Mihhail Matskin (extern) | ||||
Giannis Ledakis (extern) | ||||
Anthony Simonet-Boulogne (extern) | ||||
Fernando Perales (extern) | ||||
Evgeny Kharlamov (extern) | ||||
Alexandre Ulisses
|
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Arnor Solberg (extern) | ||||
Raffaele Ceccarelli (extern) |
Zuordnung
Organisation | Adresse | ||||
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Fakultät für Technische Wissenschaften
Institut für Informationstechnologie
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AT - 9020 Klagenfurt am Wörthersee |
Kategorisierung
Sachgebiete | |
Forschungscluster | Kein Forschungscluster ausgewählt |
Peer Reviewed |
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Publikationsfokus |
Klassifikationsraster der zugeordneten Organisationseinheiten:
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Arbeitsgruppen |
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Kooperationen
Organisation | Adresse | ||||
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Robert Bosch GmbH
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DE - 70839 Gerlingen-Schillerhöhe |
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SINTEF
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NO - 7034 Trondheim |
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Oslo Metropolitan University
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NO - 0130 Oslo |
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Università degli Studi di Roma “La Sapienza”
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IT - 00185 Rom |
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Royal Institute of Technology
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SE
Stockholm |
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UBITECH - ubiquitous solutions
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GR - 11632 Athen |
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iExec Blockchain Tech
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FR - 69008 Lyon |
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JOT Internet Media
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ES - 28020 Madrid |
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MOG Technologies
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PT - 4470-605 Maia |
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Tellu IoT AS
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NO - 1386 Asker |
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Ceramica Catalano S.p.A.
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IT - 01034 Fabrica di Roma VT |
Forschungsaktivitäten
(Achtung: Externe Aktivitäten werden im Suchergebnis nicht mitangezeigt)
Projekte: |
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Publikationen: | Keine verknüpften Publikationen vorhanden |
Veranstaltungen: | Keine verknüpften Veranstaltung vorhanden |
Vorträge: | Keine verknüpften Vorträge vorhanden |