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Data Lake Development with Big Data

You're reading from   Data Lake Development with Big Data Explore architectural approaches to building Data Lakes that ingest, index, manage, and analyze massive amounts of data using Big Data technologies

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Product type Paperback
Published in Nov 2015
Publisher
ISBN-13 9781785888083
Length 164 pages
Edition 1st Edition
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Challenges in implementing a Data Lake

Having understood the key benefits of a Data Lake, we will now look at the challenges involved in implementing a Data Lake.

A Data Lake is a complex solution as there are many layers involved in building it and each layer utilizes a lot of Big Data tools and technologies to accomplish its functionality. This requires a lot of effort in terms of deployment, administration, and maintenance.

Another important aspect is data governance; as the Data Lake is aimed at bringing in all of the organization's data together, it should be built with enough governance so that it does not turn into a group of unrelated data silos.

You have been reading a chapter from
Data Lake Development with Big Data
Published in: Nov 2015
Publisher:
ISBN-13: 9781785888083
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