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 …
mobile traffic and IoT user requests due to the massive growth in mobile devices and the …
Machine learning-driven service function chain placement and scaling in MEC-enabled 5G networks
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 …
and high data rates, paving the way for many novel applications and services. Network …
Auto-scaling VNFs using machine learning to improve QoS and reduce cost
Virtualization of network functions (as virtual routers, virtual firewalls, etc.) enables network
owners to efficiently respond to the increasing dynamicity of network services. Virtual …
owners to efficiently respond to the increasing dynamicity of network services. Virtual …
Management and orchestration of virtual network functions via deep reinforcement learning
JSP Roig, DM Gutierrez-Estevez… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
Management and orchestration (MANO) of resources by virtual network functions (VNFs)
represents one of the key challenges towards a fully virtualized network architecture as …
represents one of the key challenges towards a fully virtualized network architecture as …
Efficient auto-scaling approach in the telco cloud using self-learning algorithm
P Tang, F Li, W Zhou, W Hu… - 2015 IEEE Global …, 2015 - ieeexplore.ieee.org
Network Function Virtualization (NFV) and Software Defined Network (SDN) technologies
makes it possible for the Telco Operators to assign resource for virtual network functions …
makes it possible for the Telco Operators to assign resource for virtual network functions …
Machine learning-driven scaling and placement of virtual network functions at the network edges
T Subramanya, R Riggio - 2019 IEEE Conference on network …, 2019 - ieeexplore.ieee.org
Network Function Virtualization is a promising technology that proposes to decouple the
network functions from their underlying hardware and transform them into software entities …
network functions from their underlying hardware and transform them into software entities …
Edge-cloud continuum solutions for urban mobility prediction and planning
In recent years, there has been an increase in the use of edge-cloud continuum solutions to
efficiently collect and analyze data generated by IoT devices. In this paper, we investigate to …
efficiently collect and analyze data generated by IoT devices. In this paper, we investigate to …
Migration cost and energy-aware virtual machine consolidation under cloud environments considering remaining runtime
H Xu, Y Liu, W Wei, Y Xue - International Journal of Parallel Programming, 2019 - Springer
By live migration technology, multiple virtual machines (VMs) can be consolidated into a
fewer physical servers and the idle ones can be shut down or switched to low-power mode …
fewer physical servers and the idle ones can be shut down or switched to low-power mode …
Cost-aware automatic scaling and workload-aware replica management for edge-cloud environment
C Li, J Liu, B Lu, Y Luo - Journal of Network and Computer Applications, 2021 - Elsevier
As the mobile edge computing develops continually, many emerging and diversified edge
applications, such as Internet of vehicles, virtual reality games and lightweight deep learning …
applications, such as Internet of vehicles, virtual reality games and lightweight deep learning …
Auto-scaling network service chains using machine learning and negotiation game
Network Function Virtualization (NFV) enables Network Operators (NOs) to efficiently
respond to the increasing dynamicity of network services. Virtual Network Functions (VNFs) …
respond to the increasing dynamicity of network services. Virtual Network Functions (VNFs) …