Data Management Challenges in Production Machine Learning.

Neoklis Polyzotis Sudip Roy Steven Euijong Whang Martin Zinkevich

Published in: SIGMOD Conference (2017)

Keyphrases

data management
machine learning
scientific data management
lessons learned
pattern recognition
machine learning methods
learning algorithm
learning tasks
database management systems
text classification

open issues
data integration
decision trees
data mining
machine learning approaches
computer science
technical challenges
machine learning and data mining
machine learning algorithms
semi supervised learning

cloud computing
knowledge acquisition
computational intelligence
databases
query processing
active learning
data warehouse
production planning
information extraction
key issues

mobile computing
reinforcement learning
artificial intelligence
data warehousing
knowledge base
statistical methods
database systems
natural language processing
knowledge representation