A Case Study of Data Management Challenges Presented in Large-Scale Machine Learning Workflows.
Claire Songhyun LeeV. HewesGiuseppe CeratiJim KowalkowskiAdam AurisanoAnkit AgrawalAlok N. ChoudharyWei-Keng LiaoPublished in: CCGrid (2023)
Keyphrases
- data management
- machine learning
- real world
- data processing
- data mining
- learning algorithm
- case study
- open issues
- data sets
- data warehousing
- database management systems
- natural language processing
- active learning
- computer science
- supervised learning
- expert systems
- machine learning algorithms
- machine learning methods
- lessons learned
- database systems
- scientific data
- technical challenges
- computer vision