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Deploying a Java application in Nvidia GPU family VM (ND-series VMs )

Smita Mohapatra 41 Reputation points
2022-03-04T14:48:19.597+00:00

I'm working on a Java Spring boot application with multi-threaded code.
It's deployed in an Azure Ds series general Purpose VM.

Current VM Details:
Standard D8s v3 (8 vcpus, 32 GiB memory)
Operating system:Linux

I want to move the java application to ND-series VMs (NVIDIA K80, P40, and P100 GPUs) for better performance.

Can anyone help me with the migration steps.

  • Is there a possibility of doing direct Lift and Shift ?
  • Is it possible to make our Java code compile directly into a CUDA executable ?
  • Do we need to use the CUDA/OpenCL specific JDK/JVM ?
  • Do we need to do any code change to make our application work in CUDA/OpenCL ?
  • Do we need to use jcuda ?
Azure Virtual Machines
Azure Virtual Machines
An Azure service that is used to provision Windows and Linux virtual machines.
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