Machine Learning Opportunities In Cloud Computing Data Center Management for 5G Services
Fabio López‐Pires, Benjamı́n Barán · 2018
Emerging paradigms associated with cloud computing operations are considered to serve as a basis for integrating 5G components and protocols. In the context of resource management for cloud computing data centers, several research challenges could be addressed through state-of-the-art machine learning techniques. This paper presents identified opportunities on improving critical resource management decisions, analyzing the potential of applying machine learning to solve these relevant problems, mainly in two-phase optimization schemes for virtual machine placement (VMP). Potential directions for future research are also presented.