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Explore how NVIDIA GPU acceleration with Apache Spark on AWS EMR and AWS EMR on EKS (Kubernetes) can dramatically enhance the scalability, performance, and cost-efficiency of BigData analytics for financial market regulation in this 19-minute conference talk from AWS re:Invent 2025. Discover how FINRA, a leader in market data-driven fraud detection, leverages cutting-edge hardware and software to meet rising data volumes and strict business SLAs without linear cost growth through industry standard benchmarks and real-world workload case studies. Learn about quantitative improvements for next-generation ETL pipelines as the presentation demonstrates measurable results from benchmarking Spark GPU clusters against traditional CPU deployments, showing how financial organizations can accelerate massive data processing while maintaining regulatory compliance and operational efficiency.
