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Conference Paper

Fast and Reliable Parallel Hashing

MPS-Authors
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Bast,  Holger
Algorithms and Complexity, MPI for Informatics, Max Planck Society;

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Hagerup,  Torben
Algorithms and Complexity, MPI for Informatics, Max Planck Society;

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Citation

Bast, H., & Hagerup, T. (1991). Fast and Reliable Parallel Hashing. In 3rd Annual ACM Symposium on Parallel Algorithms and Architectures (SPAA'91) (pp. 50-61). New York, NY, USA: ACM.


Cite as: https://hdl.handle.net/11858/00-001M-0000-0014-AE37-8
Abstract
A perfect hash function for a (multi)set $X$ of
$n$ integers is an injective function $h:X\to\{1,\ldots,s\}$,
where $s=O(n)$, that can be stored in $O(n)$ space
and evaluated in constant time by a single processor.
We show that a perfect hash function for a given
multiset of $n$ integers can be constructed
optimally in $O(\log^* n)$ time using
$O(n/\log^* n)$ processors.
Our algorithm is faster than all previously published
methods.
More significantly, it is highly
reliable:
Whereas analyses of previous fast parallel
hashing schemes provided bounds on the expected
resource requirements only, our algorithm is
guaranteed to stay within the bounds given
with overwhelming probability.