Learning Based Methods for Traffic Matrix Estimation from Link Measurements

no code implementations • 3 Aug 2020 • Shenghe Xu, Murali Kodialam, T. V. Lakshman, Shivendra Panwar

The traffic matrix (TM) estimation problem is the determination of the traffic demand matrix from link load measurements.

Anomaly Detection Generative Adversarial Network +1

Tomography Based Learning for Load Distribution through Opaque Networks

no code implementations • 18 Jul 2020 • Shenghe Xu, Murali Kodialam, T. V. Lakshman, Shivendra S. Panwar

A key task for over-the-top (OTT) service providers who provide these applications is sending traffic through the networks to minimize delays.

BIG-bench Machine Learning