Data Stream Management Processing High-Speed Data Streams /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Garofalakis, Minos (Editor), Gehrke, Johannes (Editor), Rastogi, Rajeev (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
• Series: Data-Centric Systems and Applications,
• Subjects: Computer science.; Big data.; Data structures (Computer science).; Database management.; Data mining.; Information storage and retrieval.; Computer Science.; Database Management.; Data Mining and Knowledge Discovery.; Big Data/Analytics.; Data Structures.; Information Storage and Retrieval.

We live in the era of “Big Data”: Petabytes of digital information are generated daily, and need to be processed and analyzed for interesting patterns and trends. Besides volume, a defining characteristic of Big Data is its velocity; that is, data is instantiated in the form of continuous, high-spee...

Table of Contents:

• Part I: Introduction
• Part II: Computation of Basic Stream Synopses
• Part III: Mining Data Streams
• Part IV: Advanced Topics
• Part V: Systems and Architectures
• Part VI: Applications. .