# A Survey on the Use of Preferences for Virtual Machine Placement in Cloud Data Centers

## TL;DR

This survey reviews how preferences influence virtual machine placement in cloud data centers, highlighting challenges and opportunities for integrating stakeholder preferences into placement strategies.

## Contribution

It provides a comprehensive overview of recent literature on preference-based VM placement and discusses future research directions.

## Key findings

- Preferences significantly impact VM placement decisions.
- Current methods often overlook stakeholder preferences.
- Identified key challenges and research opportunities.

## Abstract

With the rapid development of virtualization techniques, cloud data centers allow for cost effective, flexible, and customizable deployments of applications on virtualized infrastructure. Virtual machine (VM) placement aims to assign each virtual machine to a server in the cloud environment. VM Placement is of paramount importance to the design of cloud data centers. Typically, VM placement involves complex relations and multiple design factors as well as local policies that govern the assignment decisions. It also involves different constituents including cloud administrators and customers that might have disparate preferences while opting for a placement solution. Thus, it is often valuable to not only return an optimized solution to the VM placement problem but also a solution that reflects the given preferences of the constituents. In this paper, we provide a detailed review on the role of preferences in the recent literature on VM placement. We further discuss key challenges and identify possible research opportunities to better incorporate preferences within the context of VM placement.