Accelerating log analytics at scale with AWS Glue and Apache Iceberg materialized views

This article demonstrates building an application log pipeline using CloudWatch Logs, Lambda, Data Firehose, AWS Glue, and Apache Iceberg materialized views, employing pre-computed aggregations to speed up queries on high-volume log data. The serverless architecture includes automatic error handling and CloudWatch monitoring, addressing slow query performance and difficulty running complex aggregations on streaming data.