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- research-articleNovember 2024
Reliability-assured service function chain migration strategy in edge networks using deep reinforcement learning
- Yilin Li,
- Peiying Zhang,
- Neeraj Kumar,
- Mohsen Guizani,
- Jian Wang,
- Konstantin Igorevich Kostromitin,
- Yi Wang,
- Lizhuang Tan
Journal of Network and Computer Applications (JNCA), Volume 231, Issue Chttps://doi.org/10.1016/j.jnca.2024.103999AbstractWith 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 computational tasks on edge devices, fostering more efficient resource ...
Highlights- Edge networks topology abstracts gateways, cloud servers interconnected, forming distributed architecture.
- Multi-agent DRL SFC migration perceives the environment in real-time to enable seamless SFC migration.
- We designed a ...
- research-articleOctober 2024
Constrained routing in multi-partite graph to solve VNF placement and chaining problem
Journal of Network and Computer Applications (JNCA), Volume 230, Issue Chttps://doi.org/10.1016/j.jnca.2024.103931AbstractNetwork Functions Virtualization (NFV) and Software-Defined Networks (SDN) empower IT professionals and service providers to strategically deploy Virtual Network Functions (VNFs), resulting in enhanced services and security while minimizing ...
- research-articleNovember 2024
Post-fault restoration of service function chains in fog networks
Computer Networks: The International Journal of Computer and Telecommunications Networking (CNTW), Volume 251, Issue Chttps://doi.org/10.1016/j.comnet.2024.110580AbstractThe network function virtualization (NFV) paradigm is rapidly being adopted by enterprises and service providers as an alternative to proprietary hardware. It enables virtual network functions (VNFs) to be embedded on commercial edge servers for ...
- research-articleAugust 2024
VNF placement in NFV-enabled networks: considering time-varying workloads and multi-tenancy with a throughput optimization heuristic
Computing (CMPT), Volume 106, Issue 11Pages 3657–3690https://doi.org/10.1007/s00607-024-01336-4AbstractThrough the integration of Network Function Virtualization (NFV), Software-Defined Networks, cloud service providers can realize cost reduction, performance enhancement, and support for advanced application scenarios. Within this framework, ...
- research-articleSeptember 2024
Multi-objective optimization of SFC deployment using service aggregation and computing offload
Computer Communications (COMS), Volume 224, Issue CPages 60–71https://doi.org/10.1016/j.comcom.2024.05.017AbstractNew technologies such as virtualization and Software Defined Networking (SDN) have given traditional networks unprecedented flexibility. A Service Function Chain (SFC) formed by concatenating multiple Virtual Network Functions (VNFs) expands ...
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- research-articleJuly 2024
Digital twin-assisted service function chaining in multi-domain computing power networks with multi-agent reinforcement learning
Future Generation Computer Systems (FGCS), Volume 158, Issue CPages 294–307https://doi.org/10.1016/j.future.2024.04.025AbstractThe emerging computing power network (CPN) is believed to undergo the paradigm reformation of network function virtualization (NFV) and service function chaining (SFC). It is prerequisite to explore the performance upper bound of NFV-assisted CPN ...
Highlights- DT facilitates the real-time information exchange between physical objects and digital replicas.
- MADDPG-based method allows the centralized training and decentralized execution.
- Prioritized experience replay exploits the importance ...
- research-articleJuly 2024
Two-stage metaheuristic for reliable and balanced network function virtualization-enabled networks
Soft Computing - A Fusion of Foundations, Methodologies and Applications (SOFC), Volume 28, Issue 13-14Pages 8259–8277https://doi.org/10.1007/s00500-024-09630-1AbstractNetwork function virtualization (NFV) is a contemporary network architecture concept that integrates complex network functions into software-based virtual network functions (VNFs) instead of specialized hardware. Resource allocation for multiple ...
- research-articleJune 2024
Resource allocation for UAV-enabled multi-access edge computing
The Journal of Supercomputing (JSCO), Volume 80, Issue 15Pages 22770–22802https://doi.org/10.1007/s11227-024-06314-3AbstractIn Ultrareliable and Low Latency Communications (URLLC), balancing trade-offs between energy consumption, service availability, and strict reliability and latency requirements is a significant challenge, especially in unmanned aerial vehicle (UAV)-...
- research-articleMay 2024
Mobile-Aware Service Function Chain Intelligent Seamless Migration in Multi-access Edge Computing
Journal of Network and Systems Management (JNSM), Volume 32, Issue 3https://doi.org/10.1007/s10922-024-09820-0AbstractWith the improvement of service delay and quality requirements for new applications such as unmanned driving, internet of vehicles, and virtual reality, the deployment of network services is gradually moving from the cloud to the edge. This ...
- research-articleJuly 2024
Multisite gaming streaming optimization over virtualized 5G environment using Deep Reinforcement Learning techniques
Computer Networks: The International Journal of Computer and Telecommunications Networking (CNTW), Volume 244, Issue Chttps://doi.org/10.1016/j.comnet.2024.110334AbstractThe massive growth of live streaming, especially gaming-focused content, has led to an overall increase in global bandwidth consumption. Certain services see their quality diminished at times of peak consumption, degrading the quality of the ...
- research-articleJuly 2024
A service function chain mapping scheme based on functional aggregation in space-air-ground integrated networks
- Peiying Zhang,
- Kunkun Yan,
- Neeraj Kumar,
- Lizhuang Tan,
- Mohsen Guizani,
- Konstantin Igorevich Kostromitin,
- Jian Wang,
- Jianyong Zhang
Journal of Network and Computer Applications (JNCA), Volume 224, Issue Chttps://doi.org/10.1016/j.jnca.2024.103829AbstractBeing a novel network architecture, the Space-air-ground integrated network (SAGIN) offers advantages such as extensive network coverage and seamless ubiquitous access. However, it also encounters the challenge of balancing a growing user demand ...
Highlights- Our SFC scheme aggregates VNFs to reduce mapping costs and meet QoS requirements.
- We approach the SFC mapping problem as a MILP, aiming to minimize costs and delays.
- Our algorithm integrates VNFs via function aggregation, improving ...
- research-articleJuly 2024
Service function chain network planning through offline, online and infeasibility restoration techniques
- Ramy Mohamed,
- Marios Avgeris,
- Aris Leivadeas,
- Ioannis Lambadaris,
- John Chinneck,
- Todd Morris,
- Petar Djukic
Computer Networks: The International Journal of Computer and Telecommunications Networking (CNTW), Volume 242, Issue Chttps://doi.org/10.1016/j.comnet.2024.110241AbstractNetwork Function Virtualization (NFV) and Service Function Chaining (SFC) have created a new, flexible, and cost-efficient way of network service offering. Thus, Service (SPs) and Infrastructure Providers (InPs) are updating their product ...
- research-articleMarch 2024
Dependability of Network Services in the Context of NFV: A Taxonomy and State of the Art Classification
Journal of Network and Systems Management (JNSM), Volume 32, Issue 2https://doi.org/10.1007/s10922-024-09810-2AbstractIn the context of Network Function Virtualization (NFV), Network Services (NS) are realized by interconnecting Virtual Network Functions (VNF) using Virtual Links (VL). Service dependability is an important characteristic of NSs. Service ...
- research-articleJune 2024
Efficient service reconfiguration with partial virtual network function migration
Computer Networks: The International Journal of Computer and Telecommunications Networking (CNTW), Volume 241, Issue Chttps://doi.org/10.1016/j.comnet.2024.110205AbstractNetwork Function Virtualization (NFV) decouples network functions from dedicated hardware devices into Virtual Network Functions (VNFs). These VNFs are chained in order as a Service Function Chain (SFC) to provision flexible and efficient ...
- research-articleJune 2024
Multi-source multicast service chaining model guaranteeing reliability of network services
Computer Networks: The International Journal of Computer and Telecommunications Networking (CNTW), Volume 241, Issue Chttps://doi.org/10.1016/j.comnet.2024.110204AbstractService chaining provides network services to users by processing packets with a series of virtualized network functions (VNFs). Multicast communication can suppress the network load compared to unicast communication when the same service is ...
- research-articleMay 2024
Joint optimization of UPF placement and traffic routing for 5G core network user plane
Computer Communications (COMS), Volume 216, Issue CPages 86–94https://doi.org/10.1016/j.comcom.2023.12.029AbstractThis paper investigates the dynamic deployment of the 5G core network user plane functions (UPFs) in the edge network under time-varying traffic conditions. The objective is to minimize the total cost, including energy consumption, user plane ...
- research-articleApril 2024
An SDN-based Online Service Chain Deployment System for Edge Network
ICEITSA '23: Proceedings of the 3rd International Conference on Electronic Information Technology and Smart AgriculturePages 137–141https://doi.org/10.1145/3641343.3641367Considering the heterogeneity of computing and networking resources in the edge environment, this paper designs a service chain deployment system based on software-defined network and network function virtualization. It adopts a low-coupling layered ...
- research-articleDecember 2023
A Wrapper Feature Selection Based Hybrid Deep Learning Model for DDoS Detection in a Network with NFV Behaviors
Wireless Personal Communications: An International Journal (WPCO), Volume 133, Issue 1Pages 481–506https://doi.org/10.1007/s11277-023-10775-9AbstractNetwork function virtualization (NFV) is a rapidly growing technology that permits network operators to issue their virtualized network functions (VNFs) with cheaper commodity servers. There are various VNFs, namely firewalls, switches, and ...
- research-articleOctober 2023
NFV-empowered digital twin cyber platform: Architecture, prototype, and a use case
Computer Communications (COMS), Volume 210, Issue CPages 163–173https://doi.org/10.1016/j.comcom.2023.07.030AbstractBuilding, managing, upgrading, and diagnosing networks becomes increasingly difficult due to the increased complexity in protocol design, enlarged network scale, rapidly-growing types of network applications, and the uncertainty of network faults ...
- research-articleDecember 2023
SmartGate: Accelerate Cloud Gateway with SmartNIC
ICCSIE '23: Proceedings of the 8th International Conference on Cyber Security and Information EngineeringPages 8–14https://doi.org/10.1145/3617184.3617186With the development of cloud computing, more and more enterprises and organizations are migrating their businesses to the cloud for resource sharing, cost reduction, and improved operational efficiency. Infrastructure as a Service (IaaS) is an important ...