Methods for searching a range in a set of values in a network with distributed storage nodes. An example of a method for searching a range in a set of values in a network with distributed storage nodes according to the invention comprises the following steps. First, the range is divided up into a set of subranges by means of a hierarchical structure. Then, a query packet is generated for said set of subranges and transmitted to the distributed storage nodes for performing the query.