Arun Thomas 2025. Blueprints for Scaling Machine Learning Systems in Ad Technology. Journal of Computer Science and Technology Studies. 7, 6 (Jun. 2025), 187–199. DOI:https://doi.org/10.32996/jcsts.2025.7.6.21.