Efficient access to distributed and dynamic multidimensional data is vital for applications in large, heterogeneous, decentralized, resource-sharing environments such as grids and peer-to-peer systems. Most systems providing this functionality assume homogeneous participants. This paper proposes HADAS, an access structure exploiting heterogeneity to build a self-aware adaptive information system.