Toward ML-Centric Cloud Platforms
Our paper "Toward ML-Centric Cloud Platforms" is one of the contributed articles in the February issue of the Communications of the ACM. The article discusses our approach of incorporating ML in the cloud infrastructure for better resource management. This is the result of a great collaboration between Microsoft Azure and Microsoft Research over the last few years. I'm very proud to share this work on the overall framework and on Resource Central. We have a tremendous team working ML for systems. I hope you enjoy the article and I'd love to hear your comments/feedback!
Toward ML-Centric Cloud Platforms
By Ricardo Bianchini, Marcus Fontoura, Eli Cortez, Anand Bonde, Alexandre Muzio, Ana-Maria Constantin, Thomas Moscibroda, Gabriel Magalhaes, Girish Bablani, Mark Russinovich
https://cacm.acm.org/magazines/2020/2/242349-toward-ml-centric-cloud-platforms/abstract