Overview

Big commercial websites breathe data: they create a lot of it very fast, but also need the feedback based on the very same data to become better and better. In this book, we present our journey towards a very generic solution to gather and utilize all data produced by our web application and associated systems, be it technical or business data. We show what technologies we have evaluated and which tools emerged in the end as the (currently) best solution for us. By showing you our ideas, our process, the ...
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Overview

Big commercial websites breathe data: they create a lot of it very fast, but also need the feedback based on the very same data to become better and better. In this book, we present our journey towards a very generic solution to gather and utilize all data produced by our web application and associated systems, be it technical or business data. We show what technologies we have evaluated and which tools emerged in the end as the (currently) best solution for us. By showing you our ideas, our process, the drawbacks and the solutions, we provide a guide towards building your own data infrastructure. Further, we explore the possibilities to access and harness the data using the map/reduce approach in order to prepare you for the most challenging part of it all: gaining relevant knowledge you did not had before.
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Product Details

  • ISBN-13: 9781909264120
  • Publisher: Developer press
  • Publication date: 8/20/2013
  • Sold by: Bookwire
  • Format: eBook
  • Pages: 60
  • File size: 5 MB

Meet the Author

Stefan Schadwinkel currently works as Senior Analytics Engineer at ICANS GmbH, a Germany-based IT company developing and operating Online Community websites. Stefan's main interests revolve around sophisticated data analysis techniques and machine learning. Having majored in artificial intelligence during his computer science studies, he later on received his PhD in human sciences for MRI studies on human auditory cognition. Currently, these interests are nourished in a diverse set of fields: developing user-based metrics to enhance user experience, fostering online fraud prevention, simulating financial trading activities within different markets, and developing backend processing tools in Erlang. Mike Lohmann started working with web technologies as a junior system administrator in 1998. In 2004 he moved to Lycos Europe to become a base PHP programmer whilst studying "informatics" in Bielefeld. Mike has also worked as a freelance developer for various companies like Dannemann and IBM. His next full time position was at Gruner + Jahr in Hamburg where he held the position of Software Architect until 2011. Mike currently works for ICANS Gmbh as a Software Architect. In his free time Mike writes articles for Heise.de, IX and PHPMagazin and speaks at conferences worldwide.
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