A network intelligence architecture for efficient vnf lifecycle management
Network softwarization paradigms such as SDN and NFV provide network operators with
advantages in terms of scalability, cost and resource efficiency, as well as flexibility …
advantages in terms of scalability, cost and resource efficiency, as well as flexibility …
Intent-driven Closed-Loop Control and Management Framework for 6G Open RAN
J Zhang, C Yang, R Dong, Y Wang… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Future mobile networks should provide on-demand services for various industries and
applications with the stringent guarantees of quality of experience (QoE), which highly …
applications with the stringent guarantees of quality of experience (QoE), which highly …
Experimental validation of compute and network resource abstraction and allocation mechanisms within an NFV infrastructure
5G supported capabilities (eg, slicing) enable accommodating heterogeneous vertical
services having their own requirements over a common cloud and transport infrastructure. In …
services having their own requirements over a common cloud and transport infrastructure. In …
Proactive VNF scaling and placement in 5G O-RAN using ML
K Ali, M Jammal - IEEE Transactions on Network and Service …, 2023 - ieeexplore.ieee.org
5G networks are expected to support various services and applications with more stringent
latency, reliability, and bandwidth requirements than previous generations. Open Radio …
latency, reliability, and bandwidth requirements than previous generations. Open Radio …
Towards 5G: An empirical evaluation of software-defined end-to-end network slicing
Emerging systems such as the Internet of Things (IoT), Smart Grids (SGs), Industry 4.0, and
Vehicle-to-Everything (V2X) impose a diverging set of requirements on underlying …
Vehicle-to-Everything (V2X) impose a diverging set of requirements on underlying …
Revamping the Resilience and High Availability of 5G Core for 6G Ready Network Slices
S Vittal, S Sarkar - IEEE Transactions on Network and …, 2023 - ieeexplore.ieee.org
Current advancements in the design of the service-based architecture of 5G Core (5GC) are
flexible to be deployed with Network Function Virtualization (NFV) in the form of network …
flexible to be deployed with Network Function Virtualization (NFV) in the form of network …
Dynamic service function chain orchestration for NFV/MEC-enabled IoT networks: A deep reinforcement learning approach
Y Liu, H Lu, X Li, Y Zhang, L Xi… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Network function virtualization (NFV) and mobile-edge computing (MEC) have been
introduced by Internet service providers (ISPs) to deal with various challenges, which hinder …
introduced by Internet service providers (ISPs) to deal with various challenges, which hinder …
Distributing the Cloud Towards Autonomous & Resilient 5G Networking
JOR Batista, GM Mostaço, RF da Silva… - … on Information and …, 2019 - ieeexplore.ieee.org
5G promises a significant increase in network performance, with the support of distributed
cloud computing and other technologies. This can result in ten-fold improvements on latency …
cloud computing and other technologies. This can result in ten-fold improvements on latency …
ML-Based Strategies to Optimize O-RAN VNFs for Latency and Reliability
The Open Radio Access Network (O-RAN) combines the benefits of virtualization and
Machine Learning (ML) to enhance Radio Access Networks (RANs), providing advanced …
Machine Learning (ML) to enhance Radio Access Networks (RANs), providing advanced …
Performance study of large scale network slice deployment in a 5g core testbed
S Vittal, A Chilukuri, S Sarkar… - 2021 IEEE 4th 5G World …, 2021 - ieeexplore.ieee.org
Network slicing in 5G forms a pivotal enabler to satisfy unprecedented requirements in terms
of data rate, latency, and capacity in the form of heterogeneous network services namely …
of data rate, latency, and capacity in the form of heterogeneous network services namely …