When there is a vacancy in the office of the president and the vice-president at the same time the office is held temporarily by?

Nobody but the vice-president can hold the job of the presidency temporarly. The Speaker of the House would be sworn in as President if the presidency and vice-presidency were vacated at the same time. He would then nominate a new vice-president.