Fifteen minutes. The Second Circuit has held that a petitioner's arrival at a removal proceeding fifteen minutes late did not consitute a failure to appear within the meaning of 8 U.S.C. 1229a(b)(5). It vacated an in absentia order of removal.
The decision in Abu Hasirah v. Department of Homeland Security can be found here.