Joseph L. Hellerstein
- "We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning
2024/03/25 by Shreya Shankar, Rolando Garcia, Joseph M Hellerstein +3 · 2 voices · 7 citations
Computer Science · Decision Sciences · Engineering · Social Sciences · #Business #Computer science #Database #Economics #Engineering #Engineering management #Ethics and Social Impacts of AI #Knowledge management #Mobile Crowdsensing and Crowdsourcing #Operationalization #Process management #Product (mathematics) #Production (economics) #Scientific Computing and Data Management #Software deployment #Software engineering #Work (physics) #Workflow