Congestion-aware and energy-aware virtual network embedding
Network virtualization is an inherent component of future internet architectures. Network
resources are virtualized from the underlying substrate and elastically provisioned and …
resources are virtualized from the underlying substrate and elastically provisioned and …
Leveraging deep reinforcement learning with attention mechanism for virtual network function placement and routing
The efficacy of Network Function Virtualization (NFV) depends critically on (1) where the
virtual network functions (VNFs) are placed and (2) how the traffic is routed. Unfortunately …
virtual network functions (VNFs) are placed and (2) how the traffic is routed. Unfortunately …
Automatic virtual network embedding: A deep reinforcement learning approach with graph convolutional networks
Z Yan, J Ge, Y Wu, L Li, T Li - IEEE Journal on Selected Areas …, 2020 - ieeexplore.ieee.org
Virtual network embedding arranges virtual network services onto substrate network
components. The performance of embedding algorithms determines the effectiveness and …
components. The performance of embedding algorithms determines the effectiveness and …
Bidirectional mission offloading for agile space-air-ground integrated networks
SAGIN provides great strength in extending the capability of ground wireless networks. On
the other hand, with rich spectrum and computing resources, ground networks can also …
the other hand, with rich spectrum and computing resources, ground networks can also …
QoS satisfaction aware and network reconfiguration enabled resource allocation for virtual network embedding in fiber-wireless access network
Network virtualization emerges as a revolutionary transformation for network operation
pattern, which potentially benefits Fiber-Wireless (FiWi) access network by overcoming the …
pattern, which potentially benefits Fiber-Wireless (FiWi) access network by overcoming the …
Priority-awareness VNF migration method based on deep reinforcement learning
H Qu, K Wang, J Zhao - Computer Networks, 2022 - Elsevier
By decoupling the software function on hardware devices, Network Function Virtualization
(NFV) provides a new service architecture named Service Function Chain (SFC), which …
(NFV) provides a new service architecture named Service Function Chain (SFC), which …
VCG auction-based approach for efficient Virtual Network embedding
A Jarray, A Karmouch - 2013 IFIP/IEEE International …, 2013 - ieeexplore.ieee.org
In this paper, our focus is on the embedding problem which consists on the mapping of
Virtual Network (VN) resources onto physical network. In literature, number of approaches …
Virtual Network (VN) resources onto physical network. In literature, number of approaches …
Performance evaluation of artificial intelligence algorithms for virtual network embedding
XL Chang, XM Mi, JK Muppala - Engineering Applications of Artificial …, 2013 - Elsevier
Network virtualization is not only regarded as a promising technology to create an
ecosystem for cloud computing applications, but also considered a promising technology for …
ecosystem for cloud computing applications, but also considered a promising technology for …
Pricing utility-based virtual networks
T Ghazar, N Samaan - IEEE Transactions on Network and …, 2013 - ieeexplore.ieee.org
This paper presents a new pricing mechanism for virtual network (VN) services to regulate
the demand for their shared substrate network (SN) resources. The contributions of this …
the demand for their shared substrate network (SN) resources. The contributions of this …
A survey of embedding algorithm for virtual network embedding
H Cao, S Wu, Y Hu, Y Liu, L Yang - China Communications, 2019 - ieeexplore.ieee.org
Network virtualization (NV) is pushed forward by its proponents as a crucial attribute of next
generation network, aiming at overcoming the gradual ossification of current networks …
generation network, aiming at overcoming the gradual ossification of current networks …