107 citations · 142 across the 12 of their papers we have counts for
Showing 2022 · cs.NIShow all
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cs.NI2022★ 8 cited
Learning to Configure Computer Networks with Neural Algorithmic Reasoning
Luca Beurer-Kellner, Martin Vechev, Laurent Vanbever +1
We present a new method for scaling automatic configuration of computer networks. The key idea is to relax the computationally hard search problem of finding a configuration that s…
cs.NI2022★ 21 cited
A new hope for network model generalization
Alexander Dietmüller, Siddhant Ray, Romain Jacob +1
Generalizing machine learning (ML) models for network traffic dynamics tends to be considered a lost cause. Hence for every new task, we design new models and train them on model-s…