Published onMarch 7, 2026Deep Learning in Computer Networksdeep-learningmachine-learningcomputer-networkstraffic-engineeringGNNBGPReflections on where deep learning truly fits in computer networking—from GNNs for topology modeling to ML-based traffic engineering—and why it is not (yet) a silver bullet for Internet-wide routing.