An upcoming NIPS paper seems to be a followup
"Hidden Technical Debt in Machine Learning Systems"
D Sculley*, Google Research; Gary Holt, ; Daniel Golovin, Google, Inc.; Eugene Davydov, Google, Inc.; Todd Phillips, Google, Inc.; Dietmar Ebner, ; Vinay Chaudhary, Google, Inc.; Michael Young, Google, Inc.; Jean-Francois Crespo, Google, Inc.; Dan Dennison, Google, Inc.
(see https://nips.cc/Conferences/2015/AcceptedPapers )
Unfortunately, I haven't been able to find the paper yet.
"Hidden Technical Debt in Machine Learning Systems" D Sculley*, Google Research; Gary Holt, ; Daniel Golovin, Google, Inc.; Eugene Davydov, Google, Inc.; Todd Phillips, Google, Inc.; Dietmar Ebner, ; Vinay Chaudhary, Google, Inc.; Michael Young, Google, Inc.; Jean-Francois Crespo, Google, Inc.; Dan Dennison, Google, Inc.
(see https://nips.cc/Conferences/2015/AcceptedPapers )
Unfortunately, I haven't been able to find the paper yet.