== Seriously using virtualization clashes with our funding model In a comment on [[my entry on us needing to get experience with Ubuntu 20.04 ../linux/Ubuntu2004GettingExperience]], Miksa pointed out the advantages of investing heavily in virtualization. These definitely exist, but among other practical issues, heavy investment in virtualization clashes with our funding model, which you could describe as 'erratic' or 'nonexistent'. Our equipment funding is quite erratic and as a result [[we have to buy stuff mostly in bursts ../tech/UniversitiesBuyWhenYouCan]]. A significant commitment to and investment in virtualization really calls for big servers, ones that have a lot of memory and CPUs to support a lot of virtual machines at once (and possibly a lot of storage, or a very fast storage network). Big servers are expensive and you have to spend that money all at once, both the initial purchase and their replacement when they reach their (finite) sensible operating lifetime. Periodic big investments on big VM host servers may well cost less overall than a series of smaller but more spread out investments on physical servers, but they require you to have large sums of money available at predictable times. Unfortunately, we don't. (There's [[an alternate model of lots of smaller virtualization hosts with fewer VMs on each host VirtualizationHostLargeVsSmall]], but it's not what people talk about or recommend.) This is the same effect I've seen before with network routers and switches, where [[buying a highly capable but expensive router doesn't make sense for us FundingAndHardwareSize]]. With routers and switches we're better off with a bunch of smaller switches than trying to do everything in a few big units, because we can buy and replace them piece by piece. The same is true for us with virtualization servers, at least in the conventional model of them. Our funding model is mostly incompatible with periodic big purchases. (We've been surprisingly good at turning over [[our fileserver infrastructure ../linux/ZFSFileserverSetupIII]] more or less on schedule, but that has traditionally had a natural forcing function because hard drives wear out. Even then we pushed one fileserver generation alarmingly far, to the point where [[we saw significant drive failure rates ../tech/DisksWearOut]].) PS: This funding issue isn't solved by using someone else's host infrastructure so that we pay this as an ongoing smaller operating cost instead of a periodic hardware purchase cost. [[We don't have reliable money for cloud operating costs either, and that can be a worse problem ../tech/CloudPaymentsProblem]].