Djokovic took a 6-3, 3-6, 6-3 victory over Igor Andreev but the match took 2 hours, 42 minutes and he had to stave off 11 service break chances by Andreev, including seven in losing the second set.
World No. 1 Roger Federer had a move conventional 7-6 (7-4), 6-3 win over Ivo Karlovic in his third-round match while sixth-seeded Andy Roddick was also a straight-set winner, taking out local favorite Simone Bolelli 7-6 (7-5), 6-3.
No. 6-seeded James Blake defeated Fernando Verdasco 5-7, 7-5, 6-2 and Stanislas Wawrinka swept Juan Carlos Ferrero 6-4, 6-3. Nicolas Almagro moved into Friday's round of eight when 12th-seeded Fernando Gonzalez withdrew with a right leg injury.
Swim Week Miami Beach 2014 [PHOTOS]