Towards Reliability-Enhanced, Delay-Guaranteed Dynamic Network Slicing: A Multi-Agent DQN Approach with An Action Space Reduction Strategy
W Wang, L Tang, T Liu, X He, C Liang… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Network availability and service continuity are major concerns for network operators to
provide reliable communication services for Internet of Things (IoT), which are particularly …
provide reliable communication services for Internet of Things (IoT), which are particularly …
WIM on-demand–A modular approach for managing network slices
This paper explores and makes a case for allocating a Wide-area Infrastructure Manager
(WIM) on-demand to support softwarized network slicing, as part of the full NFVI virtualised …
(WIM) on-demand to support softwarized network slicing, as part of the full NFVI virtualised …
Priority-based dynamic resource allocation scheme in network slicing
In the network slicing environment, if insufficient resource is allocated to a resource-hungry
slice (eg, ultrareliable low latency communication (URLLC)), its quality of service (QoS) can …
slice (eg, ultrareliable low latency communication (URLLC)), its quality of service (QoS) can …
SCD-NS: Service Customized Deployment of Network Slicing
Y Wang, J Zhang, J Liu, H Lu… - 2020 IEEE 6th …, 2020 - ieeexplore.ieee.org
The fifth generation networks (5G) can support a variety of vertical industries, such as
autonomous driving, telemedicine and industrial automation. Network Slicing (NS) is a …
autonomous driving, telemedicine and industrial automation. Network Slicing (NS) is a …
Adaptive network slicing with multi-site deployment in 5G core networks
In today's moving world to ambitious 5G, 3GPP has defined three fundamental and
promising services, namely enhanced Mobile Broadband (eMBB), ultra Reliable Low …
promising services, namely enhanced Mobile Broadband (eMBB), ultra Reliable Low …
[PDF][PDF] Modified deep reinforcement learning agent for dynamic resource placement in IoT network slicing
Network slicing is a promising paradigm and significant evolution for adjusting the
heterogeneous services based on different requirements by placing dynamic virtual network …
heterogeneous services based on different requirements by placing dynamic virtual network …
Reinforcement learning based resource management for network slicing
Network slicing to create multiple virtual networks, called network slice, is a promising
technology to enable networking resource sharing among multiple tenants for the 5th …
technology to enable networking resource sharing among multiple tenants for the 5th …
[HTML][HTML] Enabling IoT Network Slicing with Network Function Virtualization
TA Tsai, FJ Lin - Advances in Internet of Things, 2020 - scirp.org
Numerous Internet of Things (IoT) devices are being connected to the net-works to offer
services. To cope with a large diversity and number of IoT ser-vices, operators must meet …
services. To cope with a large diversity and number of IoT ser-vices, operators must meet …
Reliability Enhancement for 5G End-to-End Network Slice Provisioning to Survive Physical Node Failures
X Wang, X Lu, M Fu, J Liu, H Yang - IEICE Transactions on …, 2021 - search.ieice.org
Leveraging on Network Function Virtualization (NFV) and Software Defined Networking
(SDN), network slicing (NS) is recognized as a key technology that enables the 5G …
(SDN), network slicing (NS) is recognized as a key technology that enables the 5G …
Management and Orchestration of Network Slices in 5G, Fog, Edge and Clouds
AN Toosi, R Mahmud, Q Chi, R Buyya - arXiv preprint arXiv:1812.00593, 2018 - arxiv.org
Network slicing allows network operators to build multiple isolated virtual networks on a
shared physical network to accommodate a wide variety of services and applications. With …
shared physical network to accommodate a wide variety of services and applications. With …