to analyze the complexity, the data streaming formula_32 model is used, which analyzes the space necessary to get a formula_33 approximation with a fixed success probability formula_34. the relative error of hll is formula_35 and it needs formula_36 space, where is the set cardinality and is the number of registers (usually less than one byte size).