From a Microsoft article:
Address Space Layout Randomization (ASLR)
ASLR moves executable images into random locations when a system b
Technically whether the system dlls get relocated or not, it shouldn't matter, as the linker will bind to symbols, not addresses. These symbols are resolved by the runtime loader into to addresses for the instanced system dlls, thus your binary should be none the wiser. From what i've seen however, windows 7 will reset the base randomization every reboot, including system dlls(note: this is from debuging WOW64 apps on widows server 2008 R2). You can also do a system wide disabling of ASLR via some registery edits, but thats not really relevant...
Update:
the section on ASLR in this article explains what gets relocated and when. it doesn't mention if the base will reset every reboot, but for system dlls, its never going to be guaranteed to load at the same address twice, reboot or no reboot. the important thing is according to article, everything needs to opt-in to ASLR for system dll's to be relocated.
Your program will resolve calls into system DLLs wherever they happen to be loaded. But, unless your executable is linked with /DYNAMICBASE, it will not be given a randomized base address. In other words, your exe will always load at the same base address.
If you want your exe to load at a randomized address, then you have to link it with /DYNAMICBASE, and every DLL that it references must also have been linked with /DYANMICBASE. The system DLLs (starting in Vista) are all linked with /DYNAMICBASE.