Systems & networking
Researching and inventing new technologies for next-generation infrastructures and platforms for sensors, devices and the cloud.
Project
Zissou: New datacenter, server, and software architectures for liquid-cooled systems
The Zissou project is exploring immersion cooling in large-scale cloud platforms. Our main motivation is that chip power has been steadily increasing since the end of Dennard scaling.
Video
Introducing Retiarii: A deep learning exploratory-training framework on NNI
Traditional deep learning frameworks such as TensorFlow and PyTorch support training on a single deep neural network (DNN) model, which involves computing the weights iteratively for the DNN model. Designing a DNN model for a…
Webinar
Introducing Retiarii: A deep learning exploratory-training framework on NNI webinar
In this webinar, Microsoft Research Asia Senior Researcher Quanlu Zhang and Principal Program Manager Scarlett Li will analyze the challenges associated with retrofitting exploratory-training into the training process of a single DNN model within the…
Publication