Deep reinforcement learning for resource management on network slicing: A survey

JA Hurtado Sánchez, K Casilimas… - Sensors, 2022 - mdpi.com
Network Slicing and Deep Reinforcement Learning (DRL) are vital enablers for achieving
5G and 6G networks. A 5G/6G network can comprise various network slices from unique or …

Resource management in a containerized cloud: Status and challenges

PJ Maenhaut, B Volckaert, V Ongenae… - Journal of Network and …, 2020 - Springer
Cloud computing heavily relies on virtualization, as with cloud computing virtual resources
are typically leased to the consumer, for example as virtual machines. Efficient management …

Virtual network function placement considering resource optimization and SFC requests in cloud datacenter

D Li, P Hong, K Xue - IEEE Transactions on Parallel and …, 2018 - ieeexplore.ieee.org
Network function virtualization (NFV) brings great conveniences and benefits for the
enterprises to outsource their network functions to the cloud datacenter. In this paper, we …

Dynamic resource provisioning with fault tolerance for data-intensive meteorological workflows in cloud

X Xu, R Mo, F Dai, W Lin, S Wan… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Cloud computing is a formidable paradigm to provide resources for handling the services
from Industrial Internet of Things (IIoT), such as meteorological industry. Generally, the …

Dynamic flow migration for embedded services in SDN/NFV-enabled 5G core networks

K Qu, W Zhuang, Q Ye, X Shen, X Li… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Software defined networking (SDN) and network function virtualization (NFV) are key
enabling technologies in fifth generation (5G) communication networks for embedding …

Virtual network functions routing and placement for edge cloud latency minimization

R Gouareb, V Friderikos… - IEEE Journal on Selected …, 2018 - ieeexplore.ieee.org
As a new way to design, deploy, and manage network services, network functions
virtualization (NFV) decouples the network functions, from one or more physical network …

Dynamic service function chain orchestration for NFV/MEC-enabled IoT networks: A deep reinforcement learning approach

Y Liu, H Lu, X Li, Y Zhang, L Xi… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Network function virtualization (NFV) and mobile-edge computing (MEC) have been
introduced by Internet service providers (ISPs) to deal with various challenges, which hinder …

Dynamic resource allocation for virtual network function placement in satellite edge clouds

X Gao, R Liu, A Kaushik… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Satellite edge computing has become a promising way to provide computing services for
Internet of Things (IoT) users in remote areas, which are out of the coverage of terrestrial …

Reliable placement of service function chains and virtual monitoring functions with minimal cost in softwarized 5G networks

PK Thiruvasagam, A Chakraborty… - … on Network and …, 2021 - ieeexplore.ieee.org
Network Functions Virtualization (NFV) allows softwarization of network functions and
enables to run network functions as Virtual Network Function (VNF) instances on top of the …

Resource optimization and delay guarantee virtual network function placement for mapping SFC requests in cloud networks

Y Yue, B Cheng, X Liu, M Wang, B Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Since the advent of network function virtualization (NFV), cloud service providers (CSPs) can
implement traditional dedicated network devices as software and flexibly instantiate network …