Silicon Photonic Switch-Enabled Server Regrouping Using Bandwidth Steering for Distributed Deep Learning Training.
Ziyi ZhuShijia YanMadeleine Strom GlickMin Yee TehKeren BergmanPublished in: OFC (2021)
Keyphrases
- deep learning
- deep architectures
- restricted boltzmann machine
- wide area network
- deep belief networks
- unsupervised learning
- high speed
- network bandwidth
- unsupervised feature learning
- training set
- peer to peer
- machine learning
- mental models
- weakly supervised
- supervised learning
- training samples
- training examples
- natural images
- online learning
- multi class
- information retrieval