Secuirty logs generated by AWS WAF musts be sent to a third-party auditing application?

Send logs to Kinesis Data Firehose and configure the auditing appliation using a HTTP endpoint.

Real-time streaming data must be stored for future analysis?

Ingest data into a Kinesis Data Stream and then use Firehose to load to a data store for later analysis?

Company runs several production databases and must run complex queries across consolidated data set for business forecasting?

Load the data from the OLTP databases into a RedShift data warehose for OLAP

Athena is being used to analyze a large volume of data based on data ranges. Performance must be optimzied?

Store data using Apache Hive partitioning with a key based on the data. Use the Apache Parquest and ORC storage formats.

Lambda is processing streaming data from API Gateway and is generating a TooManyRequestException as volume increases?

Stream the data into a Kinesis Data Stream from API Gateway and process in batches

Lambda function is processing streaming data that must be analyzed with SQL?

Load data into Kinesis Data Stream and then analyze with Kinesis Data Analytics.