https://d1.awsstatic.com/whitepapers/Big_Data_Analytics_Options_on_AWS.pdf
Amazon Kinesis
- Amazon Kinesis Data Streams enables you to build custom applications that process or analyze streaming data.
- Capture and store terabytes of data per hour from hundreds of thousands of sources
- Store a cursor in DynamoDB
- Amazon Kinesis Video Streams enables you to build custom applications that process or analyze streaming video.
- Amazon Kinesis Data Firehose enables you to deliver real-time streaming data to AWS destinations such as Amazon S3, Amazon Redshift, Amazon Kinesis Analytics, and Amazon Elasticsearch Service.
- Amazon Kinesis Data Analytics enables you to process and analyze streaming data with standard SQL.
Lambda
- Default limit for concurrency is 1000
Anti-pattern
- Long running
- Dynamic Websites
- Stateful Applications
EMR
Anti-pattern
- Small data set, Amazon EMR is built for massive parallel processing;
- ACID transaction requirements
Glue
Anti-Pattern
- Data Stearming
- Glue is PySpark based
- NoSQL DB not supported
