808 citations · 1.4k across the 52 of their papers we have counts for
Showing cs.DCShow all
2 papers · 1 filter
cs.DC2018★ 7 cited
BrainSlug: Transparent Acceleration of Deep Learning Through Depth-First Parallelism
Nicolas Weber, Florian Schmidt, Mathias Niepert +1
Neural network frameworks such as PyTorch and TensorFlow are the workhorses of numerous machine learning applications ranging from object recognition to machine translation. While…
cs.DC2018★ 7 cited
Representation Learning for Resource Usage Prediction
Florian Schmidt, Mathias Niepert, Felipe Huici
Creating a model of a computer system that can be used for tasks such as predicting future resource usage and detecting anomalies is a challenging problem. Most current systems rel…