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arxiv: 1410.5967 · v1 · pith:DVZKYB75new · submitted 2014-10-22 · 💻 cs.DS

A unified approach to linear probing hashing with buckets

classification 💻 cs.DS
keywords approachlinearprobingfunctionsgeneratinggivegivinghashing
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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.

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