Scalability Challenges in Web Search Engines

Häftad, Engelska, 2015

Av B. Barla Cambazoglu, Ricardo Baeza-Yates

519 kr

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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.

Produktinformation

  • Utgivningsdatum2015-12-30
  • Mått191 x 235 x undefined mm
  • FormatHäftad
  • SpråkEngelska
  • SerieSynthesis Lectures on Information Concepts, Retrieval, and Services
  • Antal sidor122
  • FörlagSpringer International Publishing AG
  • ISBN9783031011702
  • OriginaltitelScalability Challenges in Web Search Engines

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