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Data Lake for Enterprises
book

Data Lake for Enterprises

by Vivek Mishra, Tomcy John, Pankaj Misra
May 2017
Beginner to intermediate
596 pages
15h 2m
English
Packt Publishing
Content preview from Data Lake for Enterprises

Advantages of Lambda Architecture

There are various advantages because of which we chose Lambda Architecture for construction Data Lake for the enterprise. Some of these advantages can be given as:

  • Data stored is in raw format. Because of this, at any time, new algorithms, analytics, or new business use cases can be applied to the Data Lake by simply creating new batch and speed views. This is one of the biggest advantages of traditional data warehouses in which data is cleansed and stored. Because of this, new use cases would need to change the data schema, and this is usually time and effort consuming.
  • One of its very own important principles, namely recomputation, helps correct fault tolerance without much trouble. As more and more data ...
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Publisher Resources

ISBN: 9781787281349