A reinforcement learning method for scheduling service function chains with multi-resource constraints
Traditional networks are usually equipped with many dedicated middleboxes to provide
various network services. Though these hardware-based devices certainly improve network …
various network services. Though these hardware-based devices certainly improve network …
Service function chaining in mec: A mean-field game and reinforcement learning approach
A Abouaomar, S Cherkaoui, Z Mlika… - IEEE Systems …, 2022 - ieeexplore.ieee.org
Multiaccess edge computing (MEC) and network virtualization technologies are important
enablers for fifth generation networks to deliver diverse services. Services are often provided …
enablers for fifth generation networks to deliver diverse services. Services are often provided …
Reliability-assured service function chain migration strategy in edge networks using deep reinforcement learning
With the widespread adoption of edge computing and the rollout of 5G technology, the edge
network is experiencing rapid growth. Edge computing enables the execution of certain …
network is experiencing rapid growth. Edge computing enables the execution of certain …
Multi-Provider IMS Infrastructure With Controlled Redundancy: A Performability Evaluation
In modern telecommunication networks, services are provided through Service Function
Chains (SFC), where network resources are implemented by leveraging virtualization and …
Chains (SFC), where network resources are implemented by leveraging virtualization and …
Joint Deployment Optimization of Parallelized SFCs and BVNFs in Multi-Access Edge Computing
Y Han, J Liang, Y Lin - Applied Sciences, 2023 - mdpi.com
In multi-access edge computing (MEC) networks, parallelized service function chains (P-
SFCs) can provide low-delay network services for mobile users by deploying virtualized …
SFCs) can provide low-delay network services for mobile users by deploying virtualized …
Cost optimization in security-aware service function chain deployment with diverse vendors
Frequent cyber-attacks force the service provider to employ security-aware service functions
(SFs) to accommodate client network requests. Thanks to virtualization techniques' maturity …
(SFs) to accommodate client network requests. Thanks to virtualization techniques' maturity …
Latency-aware and survivable mapping of VNFs in 5G network edge cloud
PK Thiruvasagam, A Chakraborty… - … Conference on the …, 2021 - ieeexplore.ieee.org
Network Functions Virtualization (NFV) and Multi-access Edge Computing (MEC) play
crucial roles in 5G networks for dynamically provisioning diverse communication services …
crucial roles in 5G networks for dynamically provisioning diverse communication services …
Service function chaining to support ultra-low latency communication in NFV
Network function virtualization (NFV) has the potential to fundamentally transform
conventional network architecture through the decoupling of software from dedicated …
conventional network architecture through the decoupling of software from dedicated …
A novel reliable low-latency service function chaining to enable URLLC in NFV
By rising usage of Ultra-Reliable Low Latency Applications (URLLA) in 5G/6G networks and
the Internet of Things, such as autonomous vehicles and industrial automation, reliability …
the Internet of Things, such as autonomous vehicles and industrial automation, reliability …
Multi-objective Service Function Chain placement in 5G cellular networks based on meta-heuristic approach
D de Freitas Bezerra, GL Santos… - … Modelling Practice and …, 2024 - Elsevier
With the emergence of new applications driven by the popularization of mobile devices, the
next generation of mobile networks faces challenges to meet different requirements. Virtual …
next generation of mobile networks faces challenges to meet different requirements. Virtual …