<ul data-eligibleForWebStory="true">Apache Spark can be accelerated with GPUs, reducing query completion times significantly by up to 7x.GPU acceleration in Apache Spark provides faster big data analytics and processing workloads.GPU acceleration simplifies data science workflow, reduces operational expenses, and doesn't require code changes.Not all Spark workloads benefit equally from GPU acceleration; careful profiling is essential.