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Scalability Challenges in Web Search Engines

B Barla Cambazoglu, Ricardo Baeza-Yates
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Description

In this book, we aim to provide a fairly comprehensive overview of the scalability and efficiency challenges in large-scale web search engines. More specifically, we cover the issues involved in the design of three separate systems that are commonly available in every web-scale search engine: web crawling, indexing, and query processing systems. We present the performance challenges encountered in these systems and review a wide range of design alternatives employed as solution to these challenges, specifically focusing on algorithmic and architectural optimizations. We discuss the available optimizations at different computational granularities, ranging from a single computer node to a collection of data centers. We provide some hints to both the practitioners and theoreticians involved in the field about the way large-scale web search engines operate and the adopted design choices. Moreover, we survey the efficiency literature, providing pointers to a large number of relatively important research papers. Finally, we discuss some open research problems in the context of search engine efficiency.

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Contenu

Nombre de pages :
122
Langue:
Anglais
Collection :

Caractéristiques

EAN:
9783031011702
Date de parution :
30-12-15
Format:
Livre broché
Format numérique:
Trade paperback (VS)
Dimensions :
191 mm x 235 mm
Poids :
278 g

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