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Deep reinforcement learning approaches to network slice scaling and placement: A survey
Network slicing in 5G and beyond networks allows the network to be customized for each
application or service by chaining together different virtualized network functions (VNFs) …
application or service by chaining together different virtualized network functions (VNFs) …
ScalO-RAN: Energy-aware Network Intelligence Scaling in Open RAN
Network virtualization, software-defined infrastructure, and orchestration are pivotal
elements in contemporary networks, yielding new vectors for optimization and novel …
elements in contemporary networks, yielding new vectors for optimization and novel …
Low-latency service function chain migration in edge-core networks based on open Jackson networks
Abstract Multi-access Edge Computing (MEC) offers cloud computing capabilities at the
edge of the network. Growing demand for low-latency services requires Service Function …
edge of the network. Growing demand for low-latency services requires Service Function …
Edge-aware cloud-native service for enhancing back situation awareness in 5G-based vehicular systems
In the public safety sector, 5G offers immense opportunities for enhancing mission-critical
services by provisioning virtualized service functions at the network edge, which enables …
services by provisioning virtualized service functions at the network edge, which enables …
Priority-aware deployment of autoscaling service function chains based on deep reinforcement learning
Communication networks are being restructured by means of network function virtualization
(NFV) and service-based architecture (SBA) to embrace greater flexibility, agility …
(NFV) and service-based architecture (SBA) to embrace greater flexibility, agility …
Network-slice-as-a-service deployment cost assessment in an end-to-end 5G testbed
The next generation of mobile networks will support a wide range of service requirements
over a shared virtual infrastructure. Network functions virtualization (NFV) enables the …
over a shared virtual infrastructure. Network functions virtualization (NFV) enables the …
A cost and demand sensitive adjustment algorithm for service function chain in data center network
Y Wang, Z Shu, S Chen, J Lin, Z Zhang - Computer Networks, 2024 - Elsevier
Abstract The introduction of Network Function Virtualization (NFV) and Software-Defined
Network (SDN) architectures has significantly reduced the Operational Expenditure (OPEX) …
Network (SDN) architectures has significantly reduced the Operational Expenditure (OPEX) …
Reinforcement learning based blockchain model for revoking unauthorized access in Virtualized Network Functions‐based Internet of Things Mobile Edge Computing
VNFs boost data processing efficiency in Mobile Edge Computing (MEC)‐driven Internet of
Things (IoT) for healthcare, smart cities, and industrial automation. VNF‐based IoT MEC …
Things (IoT) for healthcare, smart cities, and industrial automation. VNF‐based IoT MEC …
Path Enumeration Solution for Evaluating Reliability, Based on the Path Algebra Framework
The demand for connectivity in this fourth industrial revolution, is growing in an exponential
rate. As the Fourth-Generation communication systems are replaced by the Fifth and Sixth …
rate. As the Fourth-Generation communication systems are replaced by the Fifth and Sixth …
A reliable AMF scaling and load balancing framework for 5G core networks
Fifth Generation (5G) networks have revolutionized modern networking practices by
supporting an increasing number of connected devices and delivering improved …
supporting an increasing number of connected devices and delivering improved …