This paper selects three international accepted smart city knowledge center and intelligent centers for case studies, their context and initiatives, institutional strategies and collaboration mechanisms, technology systems and the applications are analyzed. Experiences of data, information and knowledge sharing across multi-dimensions, collaborations on comprehensive decision-making are synthesized. The study has implications to the construction of Chinese smart city knowledge center and its institutional systems.