Quality of experience becomes the optimization target.
The paper frames a cognitive-networking approach in which user experience is treated as the primary objective rather than a side effect of lower-level metrics alone.
Cisco-Era White Paper
Challenging the Norm: A Groundbreaking Experiment in AI-Driven Quality of Experience (QoE) with Cognitive Networks
A white paper focused on optimizing quality of experience directly rather than relying only on lower-level network metrics.
Release v1, August 2023. The paper focuses on optimizing quality of experience directly rather than relying only on lower-level network metrics.
Paper Notes
Key ideas, authorship, and context.
A quick guide to the paper's central idea, authorship, and broader context.
JP Vasseur and Cisco co-authors.
The August 2023 release lists JP Vasseur together with Gregory Mermoud, PA Savalle, Eduard Schornig, Mukund Yelahanka Raghuprasad, Andrea Di Pietro, Gregoire Magendie, and Romain Kakko-Chiloff.
Part of the broader Cisco AI-for-networking chapter.
This paper sits alongside Predictive Networks and related talks from the same Cisco AI-for-networking chapter.
Open videos page