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This paper presents an experimental evaluation of a grid-based continuous query solution to access data streams. The results presented in this study are mixed, however. We are migrating to a netCDF-based streaming model to measure system behavior in a setting that more accurately reflects a real use scenario. We are also working on enabling approximate query processing support to Calder to deal with sudden drop offs and changes in stream rates.