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I have an application that renderering and streaming images to remote client via internet, currently this application is running on a local machine, I'd like to move it to cloud. I have googled and mainly following this article:

Now i'm able to run my application using opengl mesa but performace is poor. When i try to use the gpu it failed.

Please can anybody help me with this? If you need any further infomation i would happy to provide. Thanks!

Below are some cmds:

>>>glxinfo | grep "OpenGL renderer"
OpenGL renderer string: NVIDIA Graphics Device/PCIe/SSE2
>>> glxgear
X Error of failed request:  BadAlloc (insufficient resources for operation)
  Major opcode of failed request:  150 (GLX)
  Minor opcode of failed request:  5 (X_GLXMakeCurrent)
  Serial number of failed request:  0
  Current serial number in output stream:  33

>>>nvidia-smi
Fri Jan 10 16:11:45 2025       
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 470.103.01   Driver Version: 470.103.01   CUDA Version: 11.4     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|                               |                      |               MIG M. |
|===============================+======================+======================|
|   0  NVIDIA Graphics...  Off  | 00000000:36:00.0 Off |                    0 |
| N/A   33C    P0    44W / 300W |      0MiB / 81251MiB |      0%      Default |
|                               |                      |             Disabled |
+-------------------------------+----------------------+----------------------+
                                                                               
+-----------------------------------------------------------------------------+
| Processes:                                                                  |
|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |
|        ID   ID                                                   Usage      |
|=============================================================================|
|  No running processes found                                                 |
+-----------------------------------------------------------------------------+

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