Comment by panzi

There is posix_spawn(). Some operating systems even implement that as a system call (not Linux). Implementing that as a system call has the advantage that spawning a new process from a process that has huge memory mapping is fast, because the memory mappings don't need to be copied (yes, I know the memory is copy on write, but the mappings themselves have to be correctly copied with the information needed for copy on write).