The Hopsworks Feature Store for Machine Learning
SIGMOD PODS 2024 - Industrial Track | Date: Wednesday, June 12th 2024
Abstract Data management is the most challenging aspect of building Machine Learning (ML) systems.
ml-systems
Scalable Architecture for Automating Machine Learning Model Monitoring
KTH Royal Institute of Technology | Date: Wednesday, July 1st 2020
Abstract Last years, due to the advent of more sophisticated tools for exploratory data analysis, data management, Machine Learning (ML) model training and model serving into production, the concept of MLOps has gained more popularity.