Systems and methods for querying a distributed dwarf cube are disclosed. A query for retrieving data from a distributed dwarf cube is received. The distributed dwarf cube is built of the data. The data comprises cube values. The distributed dwarf cube is built by processing the data to generate indexes for the data. The cube values in one or more dimensions are sorted based on a cardinality of the cube values. The data is partitioned into data blocks to build distributed dwarf cube from each data block based upon the cardinality of the cube values. The distributed dwarf cube comprises one or more ranges defined for the cube values. The one or more ranges of the cube values are checked based upon the query. Using the cube values, a list is created. The list of the cube values is transmitted from the distributed dwarf cube corresponding to the query.