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In this work, attempt is made to select three good hash functions whichuniformly distribute hash values that permute their internal states and allowthe input bits to generate different output bits. These functions are used indifferent levels of hash tables that are coded in Java Programming Language anda quite number of data records serve as primary data for testing theperformances. The result shows that the two-level hash tables with threedifferent hash functions give a superior performance over one-level hash tablewith two hash functions or zero-level hash table with one function in term ofreducing the conflict keys and quick lookup for a particular element. Theresult assists to reduce the complexity of join operation in query languagefrom O(n2) to O(1) by placing larger query result, if any, in multilevel hashtables with multiple hash functions and generate shorter query result.

The Usefulness of Multilevel Hash Tables with Multiple Hash Functions in Large Databases