公开(公告)号：US20200241894A1

公开(公告)日：2020-07-30

申请号：US16354201

申请日：2019-03-15

申请人： VMware, Inc.

发明人： Binyang LI ,  Zhikai CHEN ,  Yao ZHANG ,  Ming CHEN ,  Wenping FAN ,  Sandro MOIRON ,  Kiran RAO

IPC分类号： G06F9/451 ,  G06F9/455 ,  G06N20/00

摘要： A method to improve virtual desktop infrastructure (VDI) user experience includes providing a user access to a first virtual desktop executing a first set of applications and having a first virtual machine (VM) configuration, collecting VDI performance metrics associated with the first virtual desktop, detecting a problem from the VDI performance metrics, and changing a first remote display protocol configuration to address the problem. The method further includes collecting the user's feedback, training a model with the first VM configuration, the first set of applications, the user's feedback, and the first remote display protocol configuration, receiving a second VM configuration for a second virtual machine providing a second virtual desktop and a second set of applications on the second virtual desktop, using the model to generate a second remote display protocol configuration for the second virtual desktop, and configuring the second virtual desktop with the second remote display protocol configuration.