Version [1.0]- [SAMbA-RaP is music to scientists’ ears: Adding provenance support to spark-based scientific workflows]

Version [1.0]- [SAMbA-RaP is music to scientists’ ears: Adding provenance support to spark-based scientific workflows]

While researchers benefit from Apache Spark for executing scientific workflows at scale, they often lack provenance support due to the framework’s design limitations. This paper presents SAMbA-RaP, a provenance extension for Apache Spark. It focuses on: (i) Executing external, black-box applications...

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Bibliographic Details
Main Authors: Thaylon Guedes, Marta Mattoso, Marcos Bedo, Daniel de Oliveira
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:SoftwareX
Subjects:
Provenance
Scientific workflows
DISC systems
Domain data
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711024002978
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