In the world of data engineering, software tools like Spark, Flink, and Kafka are often the focus of discussions surrounding processing large amounts of data quickly. However, hardware optimization is equally critical in achieving optimal system performance in high-performance systems. One important factor to consider in building these systems is the Peripheral Component Interconnect Express…