Virtualization is instigating a paradigm shift in the networking industry, to keep up with
emerging application's quality of service requirements, massive growth in traffic volume, and …

In this article, we propose an iterative algorithm based on lazy learning. The proposed
scheme considers two consecutive algorithms for optimal resource allocation in …

This article delves into the intricate relationship between big data, cloud computing, and
artificial intelligence, shedding light on their fundamental attributes and interdependence. It …

Nowadays, service providers'(SPs) need for efficient resource utilization solutions is more
demanding than ever. The optimal use of the physical and virtual infrastructures guarantees …

In this paper, we introduce a novel architecture and its open-source implementation that
exploits the monitoring data from heterogeneous resources and uses them to train machine …

Network function virtualization allows the implementation of network services on readily
available commercial off-the-shelf servers. A primary obstacle is efficiently, autonomously …

This paper deals with Network Slicing-based 5G Networks. A network slice can be defined
as a set of network and virtual network function (VNF) resources deployed across multiple …

Machine Learning (ML) algorithms can be efficiently employed to calculate various
performance metrics in telecommunication systems showing comparable accuracy with …

In practical, large-scale networks, services are requested by users across the globe, eg, for
video streaming. Services consist of multiple interconnected components such as …

Modern services often comprise several components, such as chained virtual network
functions, microservices, or machine learning functions. Providing such services requires to …