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[DOWNLOAD] "Spatio-Temporal Data Streams" by Zdravko Galić ~ eBook PDF Kindle ePub Free

Spatio-Temporal Data Streams

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eBook details

  • Title: Spatio-Temporal Data Streams
  • Author : Zdravko Galić
  • Release Date : January 26, 2016
  • Genre: Databases,Books,Computers & Internet,Network,Science & Nature,Mathematics,Earth Sciences,
  • Pages : * pages
  • Size : 2918 KB

Description

This SpringerBrief presents the fundamental concepts of a specialized class of data stream, spatio-temporal data streams, and demonstrates their distributed processing using Big Data frameworks and platforms. It explores a consistent framework which facilitates a thorough understanding of all different facets of the technology, from basic definitions to state-of-the-art techniques. Key topics include spatio-temporal continuous queries, distributed stream processing, SQL-like language embedding, and trajectory stream clustering.  Over the course of the book, the reader will become familiar with spatio-temporal data streams management and data flow processing, which enables the analysis of huge volumes of location-aware continuous data streams. Applications range from mobile object tracking and real-time intelligent transportation systems to traffic monitoring and complex event processing. Spatio-Temporal Data Streams is a valuable resource for researchers studying spatio-temporal data streams and Big Data analytics, as well as data engineers and data scientists solving data management and analytics problems associated with this class of data.


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