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Untersuchung und Bewertung cloud-basierter Streaming-Technologien zur Echtzeit-Datenanalyse

Untersuchung und Bewertung cloud-basierter Streaming-Technologien zur Echtzeit-Datenanalyse

          
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About the Book

Das Internet sorgt für ein rasches Wachstum von verfügbaren Daten. Dem "EMC/IDC Digital Universe" Report nach verdoppelt sich die Menge an Daten alle zwei Jahre. Es werden täglich eine Millionen Uber-Fahrten gebucht, monatlich 10 Milliarden Stunden Netflix-Videos konsumiert und jährlich eine Trillion US-Dollar auf E-Commerce-Webseiten ausgegeben. Dabei spielt der Umgang mit diesen Daten eine große Rolle für den Erfolg dieser Unternehmen. Insbesondere die Echtzeit-Datenanalyse hilft den Unternehmen, Kundenwünsche schnellstmöglich zu erkennen und diese auszuschöpfen. Ein weiterer Faktor des immensen Datenwachstums sind Web 2.0 Plattformen. In diesem Bereich sind die Benutzer der treibende Faktor für die stetig wachsende Datenflut dieser Plattformen, indem sie Beiträge veröffentlichen, Fotos teilen und Videos streamen. Beispielsweise sammelt Twitter 8 Terabyte, Facebook 500 Terabyte und Google 20 Terabyte an benutzergenerierten Daten täglich. Inhalte sind nicht länger statisch, sondern dynamisch. Diese Datenflut gilt es, zu kontrollieren. Unmittelbar nachdem Daten entstehen, haben sie den höchsten Wert. In der heutigen Zeit wird erwartet, Ergebnisse in schnellstmöglicher Zeit bereitzustellen. Analytische Prozesse werden in Minuten, Sekunden oder Bruchteilen von Sekunden durchgeführt, welche früher Monate, Tage oder Stunden gebraucht hätten. Aufgrund dieser Evolution der stetig neu entstehenden Daten müssen Veränderungen in der Art und Weise, wie diese Daten empfangen, transportiert, verarbeitet und analysiert werden, stattfinden. Die Technologie, die Echtzeit-Datenanalysen durchführt, wird in der vorliegenden Arbeit genauer betrachtet.


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Product Details
  • ISBN-13: 9783961167272
  • Publisher: Diplom.de
  • Publisher Imprint: Diplom.de
  • Height: 210 mm
  • No of Pages: 68
  • Spine Width: 4 mm
  • Width: 148 mm
  • ISBN-10: 3961167273
  • Publisher Date: 16 Apr 2018
  • Binding: Paperback
  • Language: German
  • Returnable: N
  • Weight: 104 gr


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