AWS Data Lake architecture
Let's look at the data lake architecture with AWS Data Lake solution. The overall services provided by a data lake can be grouped into the following four categories:
- Managed ingestion to onboard data from various sources and any format
- Centralized storage that can scale as per the business needs
- Processing and analyzing at big data scale in various programming languages
- Governing and securing your data packages
The next diagram shows the overall architecture that will form a data lake in AWS. Let's review each feature category in detail:
Figure 7.1: AWS data lake architecture
Managed data ingestion to AWS Data Lake
Amazon has ...
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