The point about real-time systems is not the your tolerance of 'blips' its about analysis of your worst-case timing requirements. This is what real-time control systems are all about.
Sure, you may be able to tolerate a 1 second 'blip'... how about ten seconds? a minute? do you know for sure how long Linux may put your process on hold for? Linux provides no guarantees at all.
It seems to me that what you are really creating is a traditional control system with web technologies and using the hype-of-the-day (i.e. edge computing) to justify it... with the corresponding increase in overhead and cycles.
This does not seem like a good solution to me, the only novelty here is the inappropriate use of technologies. i.e. you've managed to dig a tunnel with a spoon.
Seems like a very appropriate use of technology to me?
If they can get "good enough" results using Linux and running with technologies that the average developer is more likely to know, is it worth the investment in running a RTOS? Especially given running a RTOS will make any higher level app integration more difficult?
The benefit of running with Linux outweighs the risk of "lettuce on the floor", imo. Yes, there's probably overhead in terms of clock cycles, but there's also probably dramatically less overhead in terms of developer resources.. and when you're running off commodity hardware you can guess which overhead will cost more!
K8s has nothing to say about schedulability or real-time performance, its just not what it does.
K8s is simply a way to coordinate containers, nothing to do with scheduling processes on this level.
Sure, you may be able to tolerate a 1 second 'blip'... how about ten seconds? a minute? do you know for sure how long Linux may put your process on hold for? Linux provides no guarantees at all.
It seems to me that what you are really creating is a traditional control system with web technologies and using the hype-of-the-day (i.e. edge computing) to justify it... with the corresponding increase in overhead and cycles.
This does not seem like a good solution to me, the only novelty here is the inappropriate use of technologies. i.e. you've managed to dig a tunnel with a spoon.