Hybrid self-organizing networks: Evolution, standardization trends, and a 6G architecture vision

A Chaoub, A Mämmelä, P Martinez-Julia… - IEEE …, 2023 - ieeexplore.ieee.org
Self-organizing networks (SONs) need to be endowed with self-coordination capabilities to
manage the complex relations between their internal components and to avoid their …

Explained intelligent management decisions in virtual networks and network slices

P Martinez-Julia, VP Kafie… - 2020 23rd Conference on …, 2020 - ieeexplore.ieee.org
Automated management of virtual networks heavily relies on Artificial Intelligence (AI) to take
decisions in response to changes in their requirements. However, since most management …

Modular architecture providing convergent and ubiquitous intelligent connectivity for networks beyond 2030

LM Contreras, J Serrano, L Mamatas… - ITU Journal on …, 2022 - ruomoplus.lib.uom.gr
The transition of the networks to support forthcoming beyond 5G (B5G) and 6G services
introduces a number of important architectural challenges that force an evolution of existing …

A genetic approach to continuous optimization of virtual network embedding

P Martinez-Julia, VP Kafle… - 2021 24th Conference on …, 2021 - ieeexplore.ieee.org
Obtaining the optimum configuration for a virtual network to be embedded on a substrate
network is known to be unfeasible and intractable for large networks. This limitation can be …

Using the total cost of ownership to decide resource adjustment in virtual networks

P Martinez-Julia, VP Kafle… - 2019 22nd Conference on …, 2019 - ieeexplore.ieee.org
The ultimate goal of resource management in virtual computer and network systems is to
reduce the amount of used resources to minimize the total cost of ownership (TCO) …

Edge computing that utilizes in-network CPUs to achieve high capacity and interruption tolerance with fewer edge servers

K Muramatsu, Y Uematsu, S Okamoto… - 2024 International …, 2024 - ieeexplore.ieee.org
We have proposed AMec (Access-Metro edge computing), an edge computing system that
utilizes surplus computing resources in access metro networks. Although the use of CPUs …

Achieving optimized embedding of virtual networks by incremental evolution

P Martinez-Julia, VP Kafle… - 2022 25th Conference on …, 2022 - ieeexplore.ieee.org
Finding a configuration to embed a virtual network in a substrate network is a well-known
problem. The increased complexity of networks and the agility required for their adaptation …

Automation and multi-objective optimization of virtual network embedding

P Martinez-Julia, VP Kafle… - 2021 IFIP/IEEE …, 2021 - ieeexplore.ieee.org
The need for automated management is continuously increasing, especially with the advent
of network virtualization and slicing technologies. However, finding the optimum …

Telemetry Knowledge Distributed Processing for Network Digital Twins and Network Resilience

P Martinez-Julia, VP Kafle… - NOMS 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
A network digital twin (NDT) is a virtual object that mirrors a network system (NS) so that a
control and management system (CMS) may identify present and potential failures using …

Deployment of 5G Network Applications over Multidomain and Dynamic Platforms

A Hermosilla, J Gallego-Madrid… - 2022 IEEE Future …, 2022 - ieeexplore.ieee.org
5G mobile communications are bringing a plethora of applications that are challenging
existing network infrastructures. These services demand a dynamic, flexible and adaptive …