# AWS Big Data !!! info "Architectural Context" Detailed reference for AWS Big Data in the context of Cloud Providers (Hyperscalers). ## Standard Reference - [aws.amazon.com/big-data](http://aws.amazon.com/big-data) [COMMUNITY-TOOL] - [blogs.aws.amazon.com/bigdata](http://blogs.aws.amazon.com/bigdata) [COMMUNITY-TOOL] - [Using Spark SQL for ETL](http://blogs.aws.amazon.com/bigdata/post/Tx2D93GZRHU3TES/Using-Spark-SQL-for-ETL) [COMMUNITY-TOOL] - [AWS Data Pipeline](https://aws.amazon.com/glue) [COMMUNITY-TOOL] - [AWS Data Pipeline Documentation](https://docs.aws.amazon.com/data-pipeline) [COMMUNITY-TOOL] - [Querying Amazon Kinesis Streams Directly with SQL and Spark Streaming](https://aws.amazon.com/blogs/big-data/querying-amazon-kinesis-streams-directly-with-sql-and-spark-streaming) [COMMUNITY-TOOL] - [whizlabs.com: AWS Kinesis vs Kafka Apache](https://www.whizlabs.com/blog/kinesis-vs-kafka) [COMMUNITY-TOOL] - [medium: No-Code Data Collect API on AWS](https://medium.com/@dima.statz_89242/no-code-data-collect-api-on-aws-d79e3681d204) [COMMUNITY-TOOL] - [AWS Big Data Blog: Category - AWS Data Pipeline](https://aws.amazon.com/blogs/big-data/category/analytics/aws-data-pipeline) [COMMUNITY-TOOL] --- 💡 **Explore Related:** [AWS Security](./aws-security.md) | [AWS Storage](./aws-storage.md) | [AWS Databases](./aws-databases.md)