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Indexing methods for approximate dictionary searching: Comparative analysis
L Boytsov - Journal of Experimental Algorithmics (JEA), 2011 - dl.acm.org
The primary goal of this article is to survey state-of-the-art indexing methods for approximate
dictionary searching. To improve understanding of the field, we introduce a taxonomy that …
dictionary searching. To improve understanding of the field, we introduce a taxonomy that …
Index compression using 64‐bit words
Modern computers typically make use of 64‐bit words as the fundamental unit of data
access. However the decade‐long migration from 32‐bit architectures has not been …
access. However the decade‐long migration from 32‐bit architectures has not been …
New algorithms on wavelet trees and applications to information retrieval
Wavelet trees are widely used in the representation of sequences, permutations, text
collections, binary relations, discrete points, and other succinct data structures. We show …
collections, binary relations, discrete points, and other succinct data structures. We show …
Efficient query processing for scalable web search
Search engines are exceptionally important tools for accessing information in today's world.
In satisfying the information needs of millions of users, the effectiveness (the quality of the …
In satisfying the information needs of millions of users, the effectiveness (the quality of the …
Efficient set intersection for inverted indexing
Conjunctive Boolean queries are a key component of modern information retrieval systems,
especially when Web-scale repositories are being searched. A conjunctive query q is …
especially when Web-scale repositories are being searched. A conjunctive query q is …
Fast set intersection in memory
B Ding, AC König - arxiv preprint arxiv:1103.2409, 2011 - arxiv.org
Set intersection is a fundamental operation in information retrieval and database systems.
This paper introduces linear space data structures to represent sets such that their …
This paper introduces linear space data structures to represent sets such that their …
PAM: parallel augmented maps
Ordered (key-value) maps are an important and widely-used data type for large-scale data
processing frameworks. Beyond simple search, insertion and deletion, more advanced …
processing frameworks. Beyond simple search, insertion and deletion, more advanced …
Efficient parallel lists intersection and index compression algorithms using graphics processing units
N Ao, F Zhang, D Wu, DS Stones, G Wang… - Proceedings of the …, 2011 - dl.acm.org
Major web search engines answer thousands of queries per second requesting information
about billions of web pages. The data sizes and query loads are growing at an exponential …
about billions of web pages. The data sizes and query loads are growing at an exponential …
[PDF][PDF] Fast Sorted-Set Intersection using SIMD Instructions.
In this paper, we focus on sorted-set intersection which is an important part in many
algorithms, eg, RID-list intersection, inverted indexes, and others. In contrast to traditional …
algorithms, eg, RID-list intersection, inverted indexes, and others. In contrast to traditional …
Fast set intersection and two-patterns matching
In this paper we present a new problem, the fast set intersection problem, which is to
preprocess a collection of sets in order to efficiently report the intersection of any two sets in …
preprocess a collection of sets in order to efficiently report the intersection of any two sets in …