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NoSQL Data Models

You're reading from   NoSQL Data Models Addresses severe issues related to NoSQL data models

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Product type Paperback
Published in Aug 2018
Publisher Wiley
ISBN-13 9781786303646
Length 278 pages
Edition 1st Edition
Languages
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Author (1):
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Olivier Pivert Olivier Pivert
Author Profile Icon Olivier Pivert
Olivier Pivert
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Toc

Table of Contents (11) Chapters Close

Preface
1 NoSQL Languages and Systems 2 Distributed SPARQL Query Processing: a Case Study with Apache Spark FREE CHAPTER 3 Doing Web Data: from Dataset Recommendation to Data Linking 4 Big Data Integration in Cloud Environments: Requirements, Solutions and Challenges 5 Querying RDF Data: a Multigraph-based Approach 6 Fuzzy Preference Queries to NoSQL Graph Databases 7 Relevant Filtering in a Distributed Content-based Publish/Subscribe System List of Authors
Index
End User License Agreement

5.5. Index construction

Given a data multigraph G, we build the following three different indices: (i) an inverted list A for storing the set of data vertex for each attribute in aiA; (ii) a trie index structure S to store features of all the data vertices V and (iii) a set of trie index structures N to store the neighborhood information of each data vertex vV. For brevity of representation, we ensemble all the three index structures into I:= {A,S,N}. During the query matching procedure (the online step), we access these indexing structures to obtain the candidate solutions for a query vertex u. Formally, for a query vertex u, the candidate solutions are a set of data vertices Cu = {v|vV} obtained by accessing A, S or N, denoted as image respectively.

5.5.1. Attribute index

The set of vertex attributes is given by A = {a0, …, an} (section 5.3), where a data vertex vV might have a subset of A assigned to it. We now build the vertex attribute index...

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