Delay-aware VNF scheduling: A reinforcement learning approach with variable action set

J Li, W Shi, N Zhang, X Shen - IEEE Transactions on Cognitive …, 2020 - ieeexplore.ieee.org
Software defined networking (SDN) and network function virtualization (NFV) are the key
enabling technologies for service customization in next generation networks to support …

NFV platforms: Taxonomy, design choices and future challenges

T Zhang, H Qiu, L Linguaglossa… - … on Network and …, 2020 - ieeexplore.ieee.org
Due to the intrinsically inefficient service provisioning in traditional networks, Network
Function Virtualization (NFV) keeps gaining attention from both industry and academia. By …

Prune and plant: Efficient placement and parallelism of virtual network functions

W Bao, D Yuan, BB Zhou… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Network function virtualization (NFV) is a promising solution to realize a variety of network
services. By definition, virtual network functions (VNFs) are chained together to realize …

A fair sharing approach for micro-services function chains placement in ultra-low latency services

H Magnouche, G Doyen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The evolution of Internet services, such as drone piloting or metaverse, tends toward ultra-
Low Latency (LL) requirements, thus inducing new challenges in the placement of Service …

Toward low-overhead inter-switch coordination in network-wide data plane program deployment

X Chen, H Liu, Q **ao, K Guo, T Sun… - 2022 IEEE 42nd …, 2022 - ieeexplore.ieee.org
In modern networks, administrators realize their desired functions such as network
measurement in several data plane programs. They often employ the network-wide program …

: Low-Overhead Inter-Switch Coordination in Network-Wide Data Plane Program Deployment

X Chen, H Liu, Q **ao, Q Huang… - IEEE/ACM …, 2024 - ieeexplore.ieee.org
Network administrators usually realize network functions in data plane programs. They
employ the network-wide program deployment that decomposes input programs into match …

Granularnf: Granular decomposition of stateful nfv at 100 gbps line speed and beyond

Z Wu, T Cui, A Narayanan, Y Zhang, K Lu… - ACM SIGMETRICS …, 2022 - dl.acm.org
In this paper, we consider the challenges that arise from the need to scale virtualized
network functions (VNFs) at 100 Gbps line speed and beyond. Traditional VNF designs are …

Leveraging micro-services for ultra-low latency: an optimization model for service function chains placement

H Magnouche, G Doyen… - 2022 IEEE 8th …, 2022 - ieeexplore.ieee.org
The evolution of the Internet tends toward ever requiring lower latency services. Cloud
robotics or drone piloting are service use-cases in which the latency of traffic cannot exceed …

StateProc: Empowering Network Functions with Enhanced Processing Capabilities in Edge Clouds

M Attawna, TV Doan, FHP Fitzek… - 2024 International …, 2024 - ieeexplore.ieee.org
Edge clouds embrace Network Function Virtualization (NFV) to bring network functions
(NFs) closer to end devices. The mobility nature of edge clouds and the emergence of new …