Title :
A lower bound for the dictionary problem under a hashing model
Author :
Sundar, Rajamani
Author_Institution :
Dept. of Comput. Sci., New York Univ., NY, USA
Abstract :
A fundamental open question in data structures concerns the existence of a dictionary data structure that processes the operations in constant amortized time and uses space polynomial in the dictionary size. The complexity of the dictionary problem is studied under a multilevel hashing model that is based on A.C. Yao´s (1981) cell probe model, and it is proved that dictionary operations require log-algorithmic amortized time jn this model. The model encompasses many known solutions to the dictionary problem, and the result is the first nontrivial lower bound for the problem in a reasonably general model that takes into account the limited wordsize of memory locations and realistically measures the cost of update operations. This lower bound separates the deterministic and randomized complexities of the problem under this model
Keywords :
computational complexity; data structures; file organisation; cell probe model; constant amortized time; data structures; deterministic complexities; dictionary problem; limited wordsize; log-algorithmic amortized time; memory locations; multilevel hashing model; nontrivial lower bound; polynomial space, update costs; randomized complexities; Computer science; Costs; Data structures; Dictionaries; Partitioning algorithms; Polynomials; Probes; Random access memory; Read-write memory;
Conference_Titel :
Foundations of Computer Science, 1991. Proceedings., 32nd Annual Symposium on
Conference_Location :
San Juan
Print_ISBN :
0-8186-2445-0
DOI :
10.1109/SFCS.1991.185427