A System for Quantifying Data Science Workflows with Fine-Grained Procedural Logging and a Pilot Study.
Jinjin ZhaoAvidgor GalSanjay KrishnanPublished in: CoRR (2024)
Keyphrases
- fine grained
- pilot study
- data science
- big data
- statistical learning
- data processing
- machine learning
- coarse grained
- data provenance
- tightly coupled
- access control
- pilot project
- computer games
- object oriented
- business processes
- scientific workflows
- cloud computing
- database
- workflow management
- workflow systems
- epistemological beliefs
- workflow management systems
- information theory
- data management
- data analysis