OrchestRAN: Network automation through orchestrated intelligence in the open RAN
The next generation of cellular networks will be characterized by softwarized, open, and
disaggregated architectures exposing analytics and control knobs to enable network …
disaggregated architectures exposing analytics and control knobs to enable network …
A comprehensive survey on digital twin for future networks and emerging Internet of Things industry
The rapid growth of industrial digitalization in the Industry 4.0 era is fundamentally
transforming the industrial sector by connecting products, machines, and people, offering …
transforming the industrial sector by connecting products, machines, and people, offering …
OrchestRAN: Orchestrating network intelligence in the open RAN
The next generation of cellular networks will be characterized by softwarized, open, and
disaggregated architectures exposing analytics and control knobs to enable network …
disaggregated architectures exposing analytics and control knobs to enable network …
Colosseum: The open RAN digital twin
Recent years have witnessed the Open Radio Access Network (RAN) paradigm
transforming the fundamental ways cellular systems are deployed, managed, and optimized …
transforming the fundamental ways cellular systems are deployed, managed, and optimized …
Enabling spatial digital twins: Technologies, challenges, and future research directions
Abstract A Digital Twin (DT) is a virtual replica of a physical object or system, created to
monitor, analyze, and optimize its behavior and characteristics. A Spatial Digital Twin (SDT) …
monitor, analyze, and optimize its behavior and characteristics. A Spatial Digital Twin (SDT) …
A Comprehensive Survey on Digital Twin for Future Networks and Emerging Iot Industry
The rapid growth of industrial digitalization in the Industry 4.0 era is fundamentally
transforming the industrial sector by connecting products, machines, and people, offering …
transforming the industrial sector by connecting products, machines, and people, offering …
A multi-criteria decision making approach for scaling and placement of virtual network functions
This paper investigates the joint scaling and placement problem of network services made
up of virtual network functions (VNFs) that can be provided inside a cluster managing …
up of virtual network functions (VNFs) that can be provided inside a cluster managing …
ALCoD: An Adaptive Load-Aware Approach to Load Balancing for Containers in IoT Edge Computing
Container technologies promise efficient deployment of distributed services, but their
potential is hampered by suboptimal resource utilization and network congestion stemming …
potential is hampered by suboptimal resource utilization and network congestion stemming …
Ml-driven provisioning and management of vertical services in automated cellular networks
C Casetti, CF Chiasserini, S Marcato… - … on Network and …, 2022 - ieeexplore.ieee.org
One of the main tasks of new-generation cellular networks is the support of the wide range of
virtual services that may be requested by vertical industries, while fulfilling their diverse …
virtual services that may be requested by vertical industries, while fulfilling their diverse …
AI/ML-as-a-Service for optical network automation: use cases and challenges
C Natalino, A Panahi, N Mohammadiha… - Journal of Optical …, 2024 - opg.optica.org
In recent years, artificial intelligence/machine learning (AI/ML) has played a significant role
in automating optical networks. Despite this, the methods for creating, deploying, and …
in automating optical networks. Despite this, the methods for creating, deploying, and …