Systems & networking
Researching next-generation systems and networks that power reliable, scalable, and efficient computing.
Project
Systems for AI
We are re-thinking how systems can be designed to empower Artificial Intelligence (AI)/Deep learning researchers, developers and users. Deep Learning Model Training One example is the Gandiva cluster scheduler project. Deep learning training jobs are…
Publication
Checked C: Making C Safe by Extension
Project
Neural Network Intelligence
NNI (Neural Network Intelligence) is a toolkit to help users run automated machine learning (AutoML) experiments. The tool dispatches and runs trial jobs generated by tuning algorithms to search the best neural architecture and/or hyper-parameters…