Data Management in Machine Learning Systems
Authors: Matthias Boehm, Arun Kumar, Jun Yang
Keywords: ML systems, data management, data science, ML lifecycle, ML training, ML serving, in-database analytics, linear algebra, optimizing compilers, distributed machine learning, hardware accelerators, data access methods, resource elasticity, data cleaning