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Journals ACM SIGIR Forum Volume 29 Issue 2

A new signature file organization is proposed as a combination of two orthogonal partitioning strategies, the key-based and the bit-sliced, respectively. The design results from theoretical analysis of these elementary approaches in which performance is analytically studied respecting a simplified abstract storage structure model. The new organization is able to achieve very high search performance for queries containing arbitrary number of query terms - bit-sliced (key-based) organization is good only for queries containing few (many) terms, quite bad performance is obtained in the other cases. Update performance is also discussed and a generalization of the method, able to adjust the trade-off between the search efficiency and the maintenance costs, is put forward for consideration. The proposal is also compared with similar approaches in the field of signature files.

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Key-based partitioned bit-sliced signature file

Zezula, Pavel; Ciaccia, Paolo; Tiberio, Paolo
ACM SIGIR Forum , Volume 29 (2)
Association for Computing Machinery – Sep 1, 1995

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