Big Data Pipelines on the Computing Continuum: Tapping the Dark Data

Big Data Pipelines on the Computing Continuum: Tapping the Dark Data

The computing continuum enables new opportunities for managing big data pipelines concerning efficient management of heterogeneous and untrustworthy resources. We discuss the big data pipelines lifecycle on the computing continuum and its associated challenges, and we outline a future research agend...

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Veröffentlicht in:Computer (Long Beach, Calif.) Calif.), 2022-11, Vol.55 (11), p.74-84
Hauptverfasser: Roman, Dumitru, Prodan, Radu, Nikolov, Nikolay, Soylu, Ahmet, Matskin, Mihhail, Marrella, Andrea, Kimovski, Dragi, Elvesaeter, Brian, Simonet-Boulogne, Anthony, Ledakis, Giannis, Song, Hui, Leotta, Francesco, Kharlamov, Evgeny
Format: Artikel
Sprache:eng
Schlagworte:
Big Data
Computation
Data integrity
Database systems
Information integrity
Pipelines
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Beschreibung
Zusammenfassung:The computing continuum enables new opportunities for managing big data pipelines concerning efficient management of heterogeneous and untrustworthy resources. We discuss the big data pipelines lifecycle on the computing continuum and its associated challenges, and we outline a future research agenda in this area.
ISSN:0018-9162
1558-0814
1558-0814
DOI:10.1109/MC.2022.3154148