Allocate 20+% more memory that you could ever need. Use cgroups, lxc, systemd to constrain applications and containers to specific amounts of memory, cpu, etc. Properly engineered systems will have enough memory for everything else under the hood beyond the application. VM and container abstraction does not negate the requirement to calculate this.