Over the past fifty years, telecommunications has transformed, in an unprecedented manner,
the way we live, work and communicate. For telecommunications, fixed networks are the one …

Traffic classification plays an essential role in network security and management; therefore,
studying traffic in emerging technologies can be useful in many ways. It can lead to …

6G currently stands at the forefront of wireless communications research, offering numerous
enhancements over previous generations. New key performance indicators (KPIs) have …

Undoubtedly, we are witnessing a new era of computer networks that aspire to support
modern demanding applications by providing the highest Quality of Experience (QoE) to the …

In this article, we propose a profile-based data-driven analysis framework to extract and
analyze the characteristics and behavior of virtualized network functions (VNFs) in …

Microservices have become promising candidates for the deployment of network and
vertical functions in the fifth generation of mobile networks. However, microservice platforms …

In medical services, the amount of data generated by medical devices is increasing
explosively, and access to medical data is also put forward with higher requirements …

The satisfaction of the Quality of Service (QoS) levels during an entire service life‐cycle is
one of the key targets for Service Providers (SP). To achieve this in an optimal way, it is …

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 …

Background In the data era, big data systems have emerged as pivotal tools, underscoring
the importance of performance prediction in enhancing the efficiency of big data clusters …