The current time must be stored globally in order for gettimeofday to work, however I am not sure if the function modifies any global state so that concurrent execution is undefined.
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Yes, it is thread-safe. The only data it modifies is in the structures you pass pointers to, so an implementation that wasn't thread-safe would have to be doing something spooky.
Best of luck on your project.

Ratzkewatzke
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In glibc
the gettimeofday(2)
is a simple wrapper around a system call (it's a vsyscall
actually). No data is touched in the userland. It is thread-safe.

Nikolai Fetissov
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No data is modified with this call. You just get a copy. Hence its completely thread safe.

Praveen S
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