Machine Learning System Resources

This is my personal list of resources related to machine learning systems. Feel free to drop me an email if you think there’s something worth mentioning. I will try to update this page frequently to include the most recent stuffs in mlsys.

Resources

Courses

Labs & Faculties

Tutorials

Posts & Blogs

Papers

This section could potentially be extremely long..

ML Compilers

Dynamic Neural Network

Auto Placement

Federated Learning

Switch & ML

Memory Management