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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Bibliographic Details
Published in:Computer (Long Beach, Calif.) Vol. 55; no. 11; pp. 74 - 84
Main Authors: 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: Journal Article
Language:English
Published: New York IEEE 01-11-2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:
Big Data
Computation
Data integrity
Database systems
Information integrity
Pipelines
Online Access:Get full text
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Description
Summary: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