Recent advances of resource allocation in network function virtualization
Network Function Virtualization (NFV) has been emerging as an appealing solution that
transforms complex network functions from dedicated hardware implementations to software …
transforms complex network functions from dedicated hardware implementations to software …
Learning combinatorial optimization on graphs: A survey with applications to networking
Existing approaches to solving combinatorial optimization problems on graphs suffer from
the need to engineer each problem algorithmically, with practical problems recurring in …
the need to engineer each problem algorithmically, with practical problems recurring in …
A survey of profit optimization techniques for cloud providers
As the demand for computing resources grows, cloud computing becomes more and more
popular as a pay-as-you-go model, in which the computing resources and services are …
popular as a pay-as-you-go model, in which the computing resources and services are …
Safeguard network slicing in 5G: A learning augmented optimization approach
Network slicing, as a key 5G enabling technology, is promising to support with more
flexibility, agility, and intelligence towards the provisioned services and infrastructure …
flexibility, agility, and intelligence towards the provisioned services and infrastructure …
Cost-aware placement and chaining of service function chain with VNF instance sharing
H Guo, Y Wang, Z Li, X Qiu, H An… - NOMS 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Network Function Virtualization (NFV) is an important shift in telecommunication service
provisioning. It enables the decoupling of network element functions and dedicated …
provisioning. It enables the decoupling of network element functions and dedicated …
Graph neural network based service function chaining for automatic network control
Software-defined networking (SDN) and the network function virtualization (NFV) led to great
developments in software based control technology by decreasing expenditures. Service …
developments in software based control technology by decreasing expenditures. Service …
Generic intent-based networking platform for E2E network slice orchestration & lifecycle management
5G claims the service provisioning for a variety of new applications increasing orchestration
complexity. Additionally, many different orchestrators and platforms have been developed …
complexity. Additionally, many different orchestrators and platforms have been developed …
Service function chaining and traffic steering in SDN using graph neural network
In the network softwarization, Network Function Virtualisation (NFV) has shifted the standard
of network services deployment and management for telecommunication. However, the …
of network services deployment and management for telecommunication. However, the …
Graph neural network-based virtual network function deployment prediction
Software-Defined Networking (SDN) and Network Function Virtualization (NFV) help reduce
OPEX and CAPEX as well as increase network flexibility and agility. But at the same time …
OPEX and CAPEX as well as increase network flexibility and agility. But at the same time …
An end-to-end intelligent network resource allocation in iov: A machine learning approach
The enormous increase in the number of communicating vehicles every year imposes many
challenges for efficient resource allocation in IoV (Internet of Vehicles). Additionally, with …
challenges for efficient resource allocation in IoV (Internet of Vehicles). Additionally, with …