We (some coworkers and I) back when RPis were becoming more mainstream (6... 7 years ago or so) of converting these systems to RPis. This would free up a dozen systems per store (about 3500 machines) and reduce power consumption per store from 70w/machine (estimate) to 5w/machine. So, lets go with round numbers.
70w * 10 machines = 0.7 KWh; 5w * 10 machines = 0.05 KWh.
Take that to 24h/day and you've got 17 kWh/day. $0.11/ kWh and we're at about $2/day/store... $600/day across all stores for the old systems and $40/day for RPis.
And that's not taking into consideration the hardware and the "ok, we keep a stock of a dozen RPis at each store with SD cards for the different departments and their configuration..."
Anyways... the company didn't go for it at the time. It was rather disappointing for us. It would have been a rather neat project that I still believe could have saved a good bit of money in just electrical costs (and more in hardware costs and longevity). I'm not sure if they've modernized that part of the stores since or if they're still scrounging eBay.
It was a medical device manufacturer, so it wasn't just company inertia holding them back - any change had to go through regulatory compliance. The company was in the midst of replacing their planning and tracking system when I left, and they've changed ownership twice, so I presume they've managed to replace those old systems too. I shudder to think of the problems they're having if they haven't.
That said, I hear PRI4 can boot off USB and it's faster than the SD card. At least that's my hope.
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[1] https://www.raspberrypi.org/products/compute-module-4/?varia...
Specifically for log files, I use Log2RAM which has a RAMdisk that mounts /var/log, and then periodically (based on schedule, defaulting to daily) flushes it to /var/hdd.log/
Normal level writes to os disk should not be a OS fatal situational in <year. No matter how you look at this it is not awesome.
I do wonder at use of SD card in any sort of production environment. I've got half a dozen rasps and a dozen+ sd cards...and well it's been patchy. Sometimes it lasts sometimes not with no obvious pattern.
I don't mind that SD card are slow AF, but really feel the rasp could have been taken to the next level with a better (reliability) storage solution.