![What's new in Apache Spark 3.0 - GPU-aware scheduling on waitingforcode.com - articles about Apache Spark What's new in Apache Spark 3.0 - GPU-aware scheduling on waitingforcode.com - articles about Apache Spark](https://www.waitingforcode.com/public/images/articles/vectorization_example.png)
What's new in Apache Spark 3.0 - GPU-aware scheduling on waitingforcode.com - articles about Apache Spark
Announced at Ignite 2021: Speed up data processing on Apache Spark in Azure Synapse with NVIDIA RAPIDS
![Existing software stacks: (a) SPARK-GPU and (b) SPIN GPUDirect Storage. | Download Scientific Diagram Existing software stacks: (a) SPARK-GPU and (b) SPIN GPUDirect Storage. | Download Scientific Diagram](https://www.researchgate.net/publication/345892925/figure/fig1/AS:957989083156480@1605413804454/Existing-software-stacks-a-SPARK-GPU-and-b-SPIN-GPUDirect-Storage.jpg)
Existing software stacks: (a) SPARK-GPU and (b) SPIN GPUDirect Storage. | Download Scientific Diagram
![Accelerated Apache Spark 3 leveraging NVIDIA GPUs on VMware Cloud (Part 1 of 3) - Virtualize Applications Accelerated Apache Spark 3 leveraging NVIDIA GPUs on VMware Cloud (Part 1 of 3) - Virtualize Applications](https://blogs.vmware.com/apps/files/2021/02/Spark3_fig2.png)