Sure. I didn't figure this out, but was relatively close to the investigation. My team provided a lot of data that ended up being used to come to root cause.
My team and extended teams managed almost 200,000 network devices, spread all over the world, most of which were Cisco, and most of which were installed in stores. And most of the switch ports were connected to customer facing Point Of Sale devices. Among these are employee facing registers and customer facing card scanners. That is, the devices you interact with whenever scan your card to pay for something.
With that many devices in that many locations in a largely unmanaged environment (the switches would be installed all over the store, often in the ceiling, and many of them experienced extreme temperatures), there were a constant stream of failures. The process to manage these failures was optimized, streamlined and largely automated.
However, it was discovered that switches were failing far more frequently in the northern Midwestern US than elsewhere, and then only in the winter.
So this wasn't a really big operational issue, but it had a substantial cost impact, and the rate was high enough that a lot of the affected stores did notice and were complaining.
Right. Very strange, very mysterious.
So, briefly, the root cause:
Apparently, people in the upper Midwest wear wool to stay warm far more frequently than other cold places, specifically the US northeast. And much of the time, the humidity is quite low. So, you have a lot of people wearing a lot of wool in low humidity air. These people generated a lot of static, which they would all too often discharge while interacting with the customer facing point of sale device. And, all too frequently, that pulse of static would end up flowing all the way back to the switch, often killing it.
I didn't follow the subsequent remediation efforts, so I don't know what if anything was done about that.