SIGMOD - Proceedings of the 2011 International Conference on Management of Data, ACM, New York, NY We consider extending decision support facilities toward large sophisticated networks, upon which multidimensional attributes are associated with network entities, thereby forming the so-called multidimensional networks. Data warehouses and OLAP (Online Analytical Processing) technology have proven t