A reinforcement learning approach for virtual network function chaining and sharing in softwarized networks
G KIbalya, J Serrat-Fernández… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Cognizant of the ease with which softwarized functions can be dynamically scaled according
to real time resource requirements, and the fact that multiple services can have common …
to real time resource requirements, and the fact that multiple services can have common …
A deep reinforcement learning-based algorithm for reliability-aware multi-domain service deployment in smart ecosystems
The transition towards full network virtualization will see services for smart ecosystems
including smart metering, healthcare and transportation among others, being deployed as …
including smart metering, healthcare and transportation among others, being deployed as …
Digital twin-assisted service function chaining in multi-domain computing power networks with multi-agent reinforcement learning
K Wang, P Yuan, MA Jan, F Khan, TR Gadekallu… - Future Generation …, 2024 - Elsevier
The emerging computing power network (CPN) is believed to undergo the paradigm
reformation of network function virtualization (NFV) and service function chaining (SFC). It is …
reformation of network function virtualization (NFV) and service function chaining (SFC). It is …
Joint resource allocation and routing for service function chaining with in-subnetwork processing
N Reyhanian, H Farmanbar… - ICASSP 2020-2020 …, 2020 - ieeexplore.ieee.org
Network Function Virtualization (NFV) is an efficient approach to simplify and accelerate the
deployment of diverse network services. A critical challenge lies in mapping Virtual Network …
deployment of diverse network services. A critical challenge lies in mapping Virtual Network …
Tenant-defined service function chaining in a multi-site network slice
Abstract Service Function Chaining (SFC) enables dynamic and adaptive network service
provisioning. However, virtual infrastructure providers are reluctant to disclose SFC APIs and …
provisioning. However, virtual infrastructure providers are reluctant to disclose SFC APIs and …
R-learning-based admission control for service federation in multi-domain 5g networks
B Bakhshi, J Mangues-Bafalluy… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
Network service federation in 5G/B5G networks enables service providers to extend service
offering by collaborating with peering providers. Realizing this vision requires …
offering by collaborating with peering providers. Realizing this vision requires …
A multi-stage graph based algorithm for survivable service function chain orchestration with backup resource sharing
Network softwarisation introduces flexibility in network management by enabling the
deployment of network functions as software modules running on virtual machines …
deployment of network functions as software modules running on virtual machines …
Dynamic service function chaining orchestration in a multi-domain: a heuristic approach based on SRv6
Y Wu, J Zhou - Sensors, 2021 - mdpi.com
With the emergence of virtualization technology, Network Function Virtualization (NFV) and
Software Defined Networking (SDN) make the network function abstract from the hardware …
Software Defined Networking (SDN) make the network function abstract from the hardware …
A survey of service function chains orchestration in data center networks
S Wang, H Cao, L Yang - 2020 IEEE Globecom Workshops …, 2020 - ieeexplore.ieee.org
Service Function Chaining (SFC) is a hot topic in the research field of network function
virtualization (NFV). At present, there are many research results related to SFC …
virtualization (NFV). At present, there are many research results related to SFC …
On cross-domain Service Function Chain orchestration: An architectural framework
Abstract Service Function Chaining (SFC) has gained momentum as one of the building
blocks of the 5G ecosystem. Indeed, SFC combined with other promising technologies such …
blocks of the 5G ecosystem. Indeed, SFC combined with other promising technologies such …