https://huyenchip.com//2022/01/02/real-time-machine-learning-challenges-and-solutions.html
Real-time machine learning: challenges and solutions
Jan 2, 2022 • Chip Huyen
“Starting with a batch prediction system, we’ll discuss what’s needed for a simple online prediction system using batch features… Then we’ll continue to discuss how to move to a more mature online prediction system that leverages both complex streaming + batch features.”