Multi-timescale online optimization of network function virtualization for service chaining

X Chen, W Ni, T Chen, IB Collings… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Network Function Virtualization (NFV) can cost-efficiently provide network services by
running different virtual network functions (VNFs) at different virtual machines (VMs) in a …

Distributed stochastic optimization of network function virtualization

X Chen, W Ni, T Chen, IB Collings… - … 2017-2017 IEEE …, 2017 - ieeexplore.ieee.org
Decoupling network services from underlying hardware, network function virtualization
(NFV) is expected to significantly improve agility and reduce network cost. However, network …

Automated function placement and online optimization of network functions virtualization

X Chen, W Ni, IB Collings, X Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper proposes a new fully decentralized approach to online placement and
optimization of virtual machines (VMs) for network functions virtualization (NFV). The …

An online placement scheme for VNF chains in geo-distributed clouds

R Zhou - 2018 IEEE/ACM 26th International Symposium on …, 2018 - ieeexplore.ieee.org
Network Function Virtualization (NFV) provides virtualized network services through service
chains of virtual network functions (VNFs). VNFs typically execute on virtual machines in a …

Joint placement and allocation of virtual network functions with budget and capacity constraints

G Sallam, B Ji - IEEE INFOCOM 2019-IEEE Conference on …, 2019 - ieeexplore.ieee.org
With the advent of Network Function Virtualization (NFV), network services that traditionally
run on proprietary dedicated hardware can now be realized using Virtual Network Functions …

An efficient algorithm for virtual network function scaling

O Houidi, O Soualah, W Louati… - … 2017-2017 IEEE …, 2017 - ieeexplore.ieee.org
Network Functions Virtualization (NFV) has been revolutionizing and improving the way
networking services are deployed but also requires the dynamic scaling of resources during …

Proactive VNF provisioning with multi-timescale cloud resources: Fusing online learning and online optimization

X Zhang, C Wu, Z Li, FCM Lau - IEEE INFOCOM 2017-IEEE …, 2017 - ieeexplore.ieee.org
Network Function Virtualization (NFV) represents a new paradigm of network service
provisioning. NFV providers acquire cloud resources, install virtual network functions …

Machine learning for dynamic resource allocation in network function virtualization

S Schneider, NP Satheeschandran… - 2020 6th IEEE …, 2020 - ieeexplore.ieee.org
Network function virtualization (NFV) proposes to replace physical middleboxes with more
flexible virtual network functions (VNFs). To dynamically adjust to ever-changing traffic …

Reliability-aware VNF placement using a probability-based approach

Y Wu, W Zheng, Y Zhang, J Li - IEEE Transactions on Network …, 2021 - ieeexplore.ieee.org
Network function virtualization (NFV) is a new network architecture concept that simplifies
the deployment of network services and improves service management. However, it is …

Multi-resource VNF deployment in a heterogeneous cloud

J Zheng, Z Zhang, Q Ma, X Gao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The emerging paradigm of Network Function Virtualization (NFV) promises to shorten the
renewal cycles of network functions and reduce the capital expenses by flexibly deploying …