Amazon S3 Tables allows for optimized storage of tabular data in Apache Iceberg format, but its data ingestion options are limited. For cost-efficient event ingestion, using Amazon Data Firehose is recommended over Athena or EMR Spark clusters, with various architectural implementations available for handling web analytics events.