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ESX and VM for BI

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We have 4 Virtual machines that we used to test our BI platform (PoC), the final dimensions are:

SSIS (16 vcpu), SSAS (8 vCPU), SSRS (4 VCPU) et Data Engine (24 vCPU)

What are the recomendation to install these on a ESX that we will provide in our on-premise datacenter ?
For Sql Server performance, VMware recommends setting the number of cores per socket to one when allocating virtual CPUs to VMs on the vSphere platform". That means that a VM with 16 CPUs will have 16 vCPUs with 1 core each.

https://www.vmware.com/content/dam/digitalmarketing/vmware/en/pdf/solutions/sql-server-on-vmware-bes...

Can we calculate physical server dimensions using revese engeneering ? I mean : 16 vCPU equals 16 physical core?



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