We study the VM load profiles and optimize the VM placement on the host servers so that the resource utilization (processor, memory, disk) is maximized.

We use the most up-to-date optimization algorithms, including deep learning, in order to calculate VM placement and perform load prediction.

As the result, we achieve the most complete and uniform utilization of all available physical server resources, which allows to reduce the number of exploited physical servers by tens of percent.