Synthetic query response construction in scientific databases with time constraints and incomplete information

For some statistical and scientific database applications, data gathering and analysis capabilities can be greatly enhanced if there were real-time/online querying capabilities that return approximate responses to check the quality of the generated data. In some experiments and applications, the data gathered is so large that arguments have been raised for “processing the data on-the-fly” during the execution of an experiment or an application. With real-time/online “on-the-fly” data analysis (querying) capabilities, the size of the stored data in statistical and scientific databases can be kept small and, thus, manageable.