An experimental 5g testbed for secure network slicing evaluation
HA Kholidy, A Karam, JH Reed… - 2022 IEEE Future …, 2022 - ieeexplore.ieee.org
Network slicing is a key feature of 5G that enables network operators to physically segregate
traffic on different radio networks, slice a single network, or combine the capacity of multiple …
traffic on different radio networks, slice a single network, or combine the capacity of multiple …
Vertical Split Learning-Based Identification and Explainable Deep Learning-Based Localization of Failures in Multi-Domain NFV Systems
Automated failure management in Network Function Virtualization (NFV) systems continues
to gain significant attention as it allows identifying and mitigating failures in a timely manner …
to gain significant attention as it allows identifying and mitigating failures in a timely manner …
Hierarchical Multi-Agent Deep Reinforcement Learning with an Attention-based Graph Matching Approach for Multi-Domain VNF-FG Embedding
L Slim, F Bannour - GLOBECOM 2023-2023 IEEE Global …, 2023 - ieeexplore.ieee.org
We present a generic multi-agent deep reinforcement learning framework for dynamic multi-
domain service provisioning in large-scale networks. We formulate both the assignment of a …
domain service provisioning in large-scale networks. We formulate both the assignment of a …
Dependency Aware and Delay Guaranteed SFC Placement in Multi-domain Networks
Y Liu, C Zhang, Y Li, S Zhang… - 2023 IEEE 23rd …, 2023 - ieeexplore.ieee.org
As a new paradigm, Network Function Virtualization (NFV) enables flexible and customized
service provisioning. NFV decouples network functions from dedicated hardware devices …
service provisioning. NFV decouples network functions from dedicated hardware devices …
A Deep Reinforcement Learning-Based Approach for Adaptive SFC Deployment in Multi-Domain Networks
Y Liu, C Zhang, H Yang, S Zhang… - … and Networks (ICCSN …, 2023 - ieeexplore.ieee.org
The emergence of virtualization technologies such as Software Defined Networking (SDN)
and Network Function Virtualization (NFV) has enabled efficient service delivery by Service …
and Network Function Virtualization (NFV) has enabled efficient service delivery by Service …
POSTER: PriAuct: Privacy Preserving Auction Mechanism
Most of the emerging services and workflows use infrastructure across multiple
organizations. This work proposes a privacy-preserving auction mechanism to facilitate cost …
organizations. This work proposes a privacy-preserving auction mechanism to facilitate cost …