This whitepaper is for historical reference only. Some content might be outdated and some links might not be available.

# Further reading
<a name="further-reading"></a>

 For additional information, refer to: 
+  [Storage Best Practices for Data and Analytics Applications](https://docs.aws.amazon.com/whitepapers/latest/building-data-lakes/building-data-lake-aws.html) (AWS whitepaper) 
+  [Deploy data lake ETL jobs using CDK Pipelines](https://aws.amazon.com/blogs/devops/deploying-data-lake-etl-jobs-using-cdk-pipelines/) (blog post) 
+  [Orchestrate multiple ETL jobs using AWS Step Functions and AWS Lambda](https://github.com/aws-samples/aws-etl-orchestrator) (samples on GitHub) 
+  [Orchestrate Apache Spark applications using AWS Step Functions and Apache Livy](https://aws.amazon.com/blogs/big-data/orchestrate-apache-spark-applications-using-aws-step-functions-and-apache-livy/) (blog post) 
+  [Building complex workflows with Amazon MWAA, AWS Step Functions, AWS Glue, and Amazon EMR](https://aws.amazon.com/blogs/big-data/building-complex-workflows-with-amazon-mwaa-aws-step-functions-aws-glue-and-amazon-emr/) (blog post) 
+  [Field Notes: How to Build an AWS Glue Workflow using the AWS Cloud Development Kit (AWS CDK)](https://aws.amazon.com/blogs/architecture/field-notes-how-to-build-an-aws-glue-workflow-using-the-aws-cloud-development-kit/) (blog post) 
+  [Setting up automated data quality workflows and alerts using AWS Glue DataBrew and AWS Lambda](https://aws.amazon.com/blogs/big-data/setting-up-automated-data-quality-workflows-and-alerts-using-aws-glue-databrew-and-aws-lambda/) (blog post) 
+  [Discovering metadata with AWS Lake Formation: Part 1](https://aws.amazon.com/blogs/big-data/discovering-metadata-with-aws-lake-formation-part-1/) (blog post) 
+  [Discovering metadata with AWS Lake Formation: Part 2](https://aws.amazon.com/blogs/big-data/discover-metadata-with-aws-lake-formation-part-2/) (blog post) 
+  [AWS Data and Analytics Competency Partners](https://aws.amazon.com/big-data/datalakes-and-analytics/partner-solutions/?blog-posts-cards.sort-by=item.additionalFields.createdDate&blog-posts-cards.sort-order=desc&partner-solutions-cards.sort-by=item.additionalFields.partnerNameLower&partner-solutions-cards.sort-order=asc&awsf.partner-solutions-filter-partner-type-data-and-analytics=*all&awsf.partner-solutions-filter-partner-usecase-data-and-analytics=*all&awsf.partner-solutions-filter-partner-location-data-and-analytics=*all&partner-case-studies-cards.sort-by=item.additionalFields.sortDate&partner-case-studies-cards.sort-order=desc)