https://arxiv.org/abs/2107.00079
Using AntiPatterns to avoid MLOps Mistakes
Nikhil Muralidhar, Sathappah Muthiah, Patrick Butler, Manish Jain, Yu Yu, Katy Burne, Weipeng Li, David Jones, Prakash Arunachalam, Hays ‘Skip’ McCormick, Naren Ramakrishnan
“Here we catalog and document numerous antipatterns in financial ML operations (MLOps)…. In addition to cataloging antipatterns, we describe solutions, best practices, and future directions toward MLOps maturity.”