Example: air traffic controller
Search results with tag "Hidden technical debt in machine learning systems"
Hidden Technical Debt in Machine Learning Systems
papers.nips.cc3 Data Dependencies Cost More than Code Dependencies In [13], dependency debt is noted as a key contributor to code complexity and technical debt in classical software engineering settings. We have found that data dependencies in ML systems carry a similar capacity for building debt, but may be more difficult to detect. Code dependencies can be
Hidden Technical Debt in Machine Learning Systems
proceedings.neurips.ccHidden Technical Debt in Machine Learning Systems D. Sculley, Gary Holt, Daniel Golovin, Eugene Davydov, Todd Phillips {dsculley,gholt,dgg,edavydov,toddphillips}@google.com