Hey,

> As a brief intro, I am in charge of Analytics/ML/AI as a Cisco Fellow. We 
> have been studying a number of paths characteristics through the Internet 
> both single and multi-SP, Best-effort/Business Internet backbone/MPLS, … 
> across all regions in the world and lately focussing on SaaS, going beyond 
> the traditional delay/loss/jitter but computing various statistical moments, 
> using stats/ML to detect trends/seasonality, path variances, etc … Such 
> studies are used to enhance our best path selection algorithms in various 
> contexts such as SD-WAN, … using reactive and predictive analytics.

What did you learn?

-- 
  ++ytti

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