A data lake takes a different approach to building out long-term storage from a data warehouse. In modern data processing, a data lake stores more raw data for future modeling and analysis, while a data warehouse typically applies a relational schema to the information before it’s stored.
In addition, owing to the increase in the usage of smart meters, a huge amount of data is being generated which needs the use of Data Lakes. In the United States, a total of 70,823,466 smart meters have been installed according to U.S Energy Information Administration.


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