1. A method of processing large volumes of data to allow for real-time reservoir management, comprising: a) acquiring a first data series from a first reservoir sensor; b) establishing a set of criteria based on at least one of the group consisting of reservoir management objectives, sensor characteristics, sensor location, nature of the reservoir, and data storage optimization; and c) identifying one or more subsets of said first data series meeting at least one of said criteria.