Machine learning-driven service function chain placement and scaling in MEC-enabled 5G networks

T Subramanya, D Harutyunyan, R Riggio - Computer Networks, 2020 - Elsevier
Abstract 5G mobile network technology promises to deliver unprecedented ultra-low latency
and high data rates, paving the way for many novel applications and services. Network …

Time-sensitive mobile user association and SFC placement in MEC-enabled 5G networks

R Behravesh, D Harutyunyan… - … on Network and …, 2021 - ieeexplore.ieee.org
The ongoing roll-out of 5G networks paves the way for many fascinating applications such
as virtual reality (VR), augmented reality (AR), and autonomous driving. Moreover, 5G …

Latency-aware service function chain placement in 5G mobile networks

D Harutyunyan, N Shahriar, R Boutaba… - … IEEE Conference on …, 2019 - ieeexplore.ieee.org
The 5th generation mobile network (5G) is expected to support numerous services with
versatile quality of service (QoS) requirements such as high data rates and low end-to-end …

Mobility-aware service function chaining in 5G wireless networks with mobile edge computing

YT Chen, W Liao - ICC 2019-2019 IEEE International …, 2019 - ieeexplore.ieee.org
The incorporation of Virtual Network Function (VNF)/Service Function Chaining (SFC) and
Mobile Edge Computing (MEC) allows 5G networks to deliver a variety of services and …

Towards optimal parallelism-aware service chaining and embedding

D Zheng, G Shen, X Cao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Emerging 5G technologies can significantly reduce end-to-end service latency for
applications requiring strict quality of service (QoS). With network function virtualization …

A survey on mobile edge computing infrastructure: Design, resource management, and optimization approaches

LA Haibeh, MCE Yagoub, A Jarray - IEEE Access, 2022 - ieeexplore.ieee.org
Emerging 5G cellular networks are expected to face a dramatic increase in the volume of
mobile traffic and IoT user requests due to the massive growth in mobile devices and the …

Toward optimal hybrid service function chain embedding in multiaccess edge computing

D Zheng, C Peng, X Liao, X Cao - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
The emerging multiaccess edge computing (MEC) architecture brings the needed
computing resource to the network edge. Many 5G and Internet of Things (IoT) applications …

Improved QoS at the edge using serverless computing to deploy virtual network functions

SR Chaudhry, A Palade, A Kazmi… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Multiaccess edge computing (MEC) will strengthen forthcoming 5G networks by improving
the Quality of Service (QoS), in particular, reducing latency, increasing data processing …

Clustered virtualized network functions resource allocation based on context-aware grouping in 5G edge networks

S Song, C Lee, H Cho, G Lim… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
With the wide spread of various smart devices and the proliferation of internet of things (IoT)
sensors, the amount of traffic on mobile networks is rapidly increasing, and applications with …

Application and network VNF migration in a MEC-enabled 5G architecture

I Sarrigiannis, E Kartsakli, K Ramantas… - 2018 IEEE 23rd …, 2018 - ieeexplore.ieee.org
The upcoming fifth generation (5G) of mobile communications brings new paradigms, such
as network slicing and automation, to the forefront. Cloud computing and network function …