Edge-enhanced graph neural network for DU-CU placement and lightpath provision in X-Haul networks
The emerging mobile services have imposed several new challenges on the radio access
network (RAN), which stimulates its evolution from cloud-RAN to next-generation RAN (NG …
network (RAN), which stimulates its evolution from cloud-RAN to next-generation RAN (NG …
Toward Supporting Holographic Services Over Deterministic 6G Integrated Terrestrial and Non-Terrestrial Networks
Driven by the emerging mission-critical applications, the need for the deterministic
networking (DetNet) capabilities of the current network infrastructure is becoming …
networking (DetNet) capabilities of the current network infrastructure is becoming …
Deep reinforcement learning-based deterministic routing and scheduling for mixed-criticality flows
Deterministic networking has recently drawn much attention by investigating deterministic
flow scheduling. Combined with artificial intelligent (AI) technologies, it can be leveraged as …
flow scheduling. Combined with artificial intelligent (AI) technologies, it can be leveraged as …
Suspect fault screen assisted graph aggregation network for intra-/inter-node failure localization in ROADM-based optical networks
In optical networks, failure localization is essential to stable operation and service
restoration. Several approaches have been presented to achieve accurate failure …
restoration. Several approaches have been presented to achieve accurate failure …
A Review of Service Selection Strategies in Mobile IoT Networks
With the proliferation of service-oriented architectures, the ubiquity of mobile networks, and
an expanding spectrum of services available to users, the service selection process has …
an expanding spectrum of services available to users, the service selection process has …
Energy-and reliability-aware provisioning of parallelized service function chains with delay guarantees
VR Chintapalli, BR Killi, R Partani… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Network Functions Virtualization (NFV) leverages virtualization and cloud computing
technologies to make networks more flexible, manageable, and scalable. Instead of using …
technologies to make networks more flexible, manageable, and scalable. Instead of using …
QoS Implementation with Triple-Metric-Based Active Queue Management for Military Networks
G Park, B Jeon, GM Lee - Electronics, 2022 - mdpi.com
For supporting Quality of Service (QoS) in a military network, applications of the triple-metric
priority of performance, importance, and urgency as well as autonomous and lightweight …
priority of performance, importance, and urgency as well as autonomous and lightweight …
Resource consumption and security-aware multi-tenant service function chain deployment based on hypergraph matching
Network function virtualization (NFV) technology enables cloud service providers (CSPs) to
deploy their service function chains (SFCs) into the common shared physical infrastructures …
deploy their service function chains (SFCs) into the common shared physical infrastructures …
DeepDefrag: spatio-temporal defragmentation of time-varying virtual networks in computing power network based on model-assisted reinforcement learning
We propose DeepDefrag, a model-assisted reinforcement learning for spatio-temporal
defragmentation of time-varying virtual networks in a cross-layer optical network testbed …
defragmentation of time-varying virtual networks in a cross-layer optical network testbed …
Service function chains multi-resource orchestration in virtual mobile edge computing
Abstract Next-Generation Networks (NGNs) provide efficient services to improve the overall
network performance, especially in Internet of Things (IoT) networks. However, service …
network performance, especially in Internet of Things (IoT) networks. However, service …