This book constitutes the refereed proceedings of the 17th Annual International Conference on Computing and Combinatorics, held in Dallas, TX, USA, in August 2011. algorithmic game theory and online algorithms; computational learning theory and knowledge discovery; computational algebra, geometry, and number theory;