Dylan's BI Study Notes

My notes about Business Intelligence, Data Warehousing, OLAP, and Master Data Management

Posts Tagged ‘hadoop’

Data Lake vs. Data Warehouse

Posted by Dylan Wan on October 4, 2015

These are different concepts.

Data Lake – Collect data from various sources in a central place.  The data are stored in the original form.  Big data technologies are used and thus the typical data storage is Hadoop HDFS.

Data Warehouse – “Traditional” way of collecting data from various sources for reporting.  The data are consolidated and are integrated.  A data warehouse design that follow the dimensional modeling technique may store data in star schema with fact tables and dimension tables.   Typically a relational database is used.

If we look at the Analytics platform at Ebay from this linkedin slideshare and this 2013 article: Read the rest of this entry »

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