The objective of this research is to design aggregation query mechanisms with lightweight maintenance and lower communication cost over P2P networks. Our major achievements include an efficient broadcasting strategy to maintain the P2P systems and the collaborative and adaptive approaches to obtain aggregation results. Our work is the first one to consider the dynamic nature on both networks and data. The research results are submitted for journal publication.