7 citations · 22 across the 5 of their papers we have counts for
5 papers
Application-Agnostic Offloading of Packet Processing
Oliver Hohlfeld, Helge Reelfs, Jan Rüth +4
As network speed increases, servers struggle to serve all requests directed at them. This challenge is rooted in a partitioned data path where the split between the kernel space ne…
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…
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…
HotBox: Testing Temperature Effects in Sensor Networks
Florian Schmidt, Matteo Ceriotti, Niklas Hauser +1
Low-power wireless networks, especially in outside deployments, are exposed to a wide range of temperatures. The detrimental effect of high temperatures on communication quality is…
Support for Error Tolerance in the Real-Time Transport Protocol
Florian Schmidt, David Orlea, Klaus Wehrle
Streaming applications often tolerate bit errors in their received data well. This is contrasted by the enforcement of correctness of the packet headers and payload by network prot…