From reactive recovery to predictive planning.
The paper explains why traditional recovery approaches remain too reactive for modern networked systems and why learned forecasting opens a new operational model.
Cisco-Era White Paper
Predictive Networks: Networks that Learn, Predict and Plan
A white paper on the move from reactive network operations toward systems that learn, forecast, and plan.
Release v3, August 2023. Initial release September 2021. The paper frames the move from reactive network operations toward predictive systems that learn, forecast, and plan.
Paper Notes
Why this paper remains central to the Cisco-era chapter.
Predictive Networks is one of the clearest statements of the earlier technical arc: the internet should not only recover after failures, but learn and act early enough to steer around them.
September 2021 to August 2023.
The August 2023 v3 release follows the initial September 2021 publication.
Video walkthroughs remain visible too.
The white paper is complemented by public talks and walkthroughs from the same Cisco chapter, including the focused Predictive Networks video session.
Watch companion video