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>Definitely nothing for any medium sized company. I work at a medium sized company. Depends on who you count, but let's say around ~30 devs. Recently we basically did just this, and it's been a great success. We haven't fully migrated and still use AWS for prod, but have seen substantial savings already. We spent $2k on servers, Dell r720s. We bought a UPS and mount, and racked them in our office. I installed OpenShift 4 on it, which is Red Hat's Kubernetes offering with a nice web GUI, and setup a few terabytes of NFS to automatically provision storage. To be fair, installing OpenShift for the first time took a while, around 3 weeks. Since then it's been smooth. We still use AWS, but our usage has gone down dramatically. We are still only migrating dev and test environments, leaving prod in AWS (we don't want to be responsible for uptime SLAs, and clients pay prod hosting costs). Some of these projects are CPU heavy, machine learning and computer vision projects too. They're not just simple web-apps. I'm not privy to our entire AWS budget, but I know that one project which we migrated saved over $500/mo. After installation, maintenance has taken barely any time. Around 10-20% of my time is dedicated to OpenShift cluster maintenance. The rest I do normal project work. I often go weeks without having to touch anything, and the most common task I do is onboard new users. We've had 2 outages in over 6mo, one was an expiring cert and one was an airflow issue on the rack. I've learnt a lot and am certainly not an expert. These were the firs rack servers I'd ever worked with personally, although I had been researching used models for home use for a while (shoutout to /r/Homelab). In fact, I had such success doing this that I personally bought a Dell r720 and have used it to selfhost a bunch of stuff at home. A co-worker of mine hosts his self hosted lab on AWS. Things like Plex, private photo storage, a few other toys, etc. He says he pays $300/mo, which seems insane to me, but I guess people streaming 4K plex adds up. The used r720 server I bought was $1,500CAD and has way more horsepower than he's paying for. (There are also electricity costs I haven't factored in here, as I'm trying to control for other changes in my power bill. Might be $100/mo at most.) |
You're not doing anything even remotely close to the features offered by cloud providers or even managed hosting providers.
Disaster recovery? Geographically separate redundant servers with failovers? Automated (and proven to work) backups? One-stop access control for infra maintenance? Audit controls for your database and storage objects? Tape backups?
Even today to support all those things you need a small army of specialists. Granted, a heck of a lot of things can get away with not having any of this. But the use cases are out there and hosting and maintaining all of that in-prem is another different level.
I understand your use case, but your is very, very far from the sheer and absolute complexity and features that enterprise data centers have.