@Article{WarnettZdun2022,
  author   = {Warnett, Stephen John and Zdun, Uwe},
  journal  = {Computer},
  title    = {Architectural {Design} {Decisions} for the {Machine} {Learning} {Workflow}},
  year     = {2022},
  issn     = {1558-0814},
  month    = mar,
  number   = {3},
  pages    = {40--51},
  volume   = {55},
  abstract = {We conducted a qualitative investigation of architectural decisions faced by practitioners and modeled current practices in machine learning. We describe a subset of the architectural decisions that were modeled, discuss uses for the model, and outline areas in which further research may be pursued.},
  doi      = {10.1109/MC.2021.3134800},
  keywords = {Computational modeling, Machine learning, Computer architecture, Quality assessment},
}