Real-Time Trade Risk Detection with AWS Glue 6.0 and Spark

AWS Glue 6.0 lets you build real-time, near-real-time, and batch pipelines on one platform—perfect for catching high-risk trades in milliseconds. The article walks through a financial use case combining Spark Real-Time Mode for sub-second latency, Apache Iceberg v3 Variant columns for messy pricing data, and Arrow-native UDFs for batch analytics.