English

A unified approach to linear probing hashing with buckets

Data Structures and Algorithms 2014-10-23 v1

Abstract

We give a unified analysis of linear probing hashing with a general bucket size. We use both a combinatorial approach, giving exact formulas for generating functions, and a probabilistic approach, giving simple derivations of asymptotic results. Both approaches complement nicely, and give a good insight in the relation between linear probing and random walks. A key methodological contribution, at the core of Analytic Combinatorics, is the use of the symbolic method (based on q-calculus) to directly derive the generating functions to analyze.

Keywords

Cite

@article{arxiv.1410.5967,
  title  = {A unified approach to linear probing hashing with buckets},
  author = {Svante Janson and Alfredo Viola},
  journal= {arXiv preprint arXiv:1410.5967},
  year   = {2014}
}

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49 pages