Big Data Pipelines on the Computing Continuum: Tapping the Dark Data
Dumitru Roman, Radu Prodan, Nikolay Nikolov, Ahmet Soylu, Mihhail Matskin, Andrea Marrella, Dragi Kimovski, Brian Elvesæter, Anthony Simonet-Boulogne, Giannis Ledakis, Hui Song, Francesco Leotta, Evgeny Kharlamov
Abstract
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.
Topics & Concepts
Big dataPipeline transportData scienceComputer scienceData managementTappingEngineeringDatabaseData miningMechanical engineeringEnvironmental engineeringCloud Computing and Resource ManagementIoT and Edge/Fog ComputingAdvanced Data Storage Technologies