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Dynamic resource scaling for VNF over nonstationary traffic: A learning approach
Software defined networking (SDN) and network function virtualization (NFV) are key
enablers for service-level customized network slicing in fifth generation (5G) core networks …
enablers for service-level customized network slicing in fifth generation (5G) core networks …
Self-learning multi-objective service coordination using deep reinforcement learning
Modern services consist of interconnected components, eg, microservices in a service mesh
or machine learning functions in a pipeline. These services can scale and run across …
or machine learning functions in a pipeline. These services can scale and run across …
Quality of service provisioning in network function virtualization: a survey
Network function virtualization (NFV) is a promising paradigm for network service
provisioning which decouples the network functions from the physical infrastructure …
provisioning which decouples the network functions from the physical infrastructure …
OKpi: All-KPI network slicing through efficient resource allocation
Networks can now process data as well as transporting it; it follows that they can support
multiple services, each requiring different key performance indicators (KPIs). Because of the …
multiple services, each requiring different key performance indicators (KPIs). Because of the …
VNF placement for service chaining in a distributed cloud environment with multiple stakeholders
The adoption of virtualization technologies in networking is promoting a radical innovation in
the way network services are managed and delivered. Indeed, some network services may …
the way network services are managed and delivered. Indeed, some network services may …
Intelligent and resource-conserving service function chain (sfc) embedding
Abstract Network Function Virtualization (NFV) opens us great opportunities for network
processing with higher resource efficiency and flexibility. In this respect, there is an …
processing with higher resource efficiency and flexibility. In this respect, there is an …
SARM: service function chain active reconfiguration mechanism based on load and demand prediction
J Cai, K Qian, J Luo, K Zhu - International Journal of Intelligent …, 2022 - Wiley Online Library
Network function virtualization is a promising technology for providing personalized services
via agile service function chains (SFCs). Flexible SFC orchestration and rational resource …
via agile service function chains (SFCs). Flexible SFC orchestration and rational resource …
Dynamic VNF forwarding graph extension algorithms
This paper proposes a set of algorithms to extend initially deployed Virtualized Network
Functions Forwarding Graphs (VNF-FG or Service Function Chains-SFCs) previously …
Functions Forwarding Graphs (VNF-FG or Service Function Chains-SFCs) previously …
Application-driven provisioning of service function chains over heterogeneous NFV platforms
Although network function virtualization (NFV) has been proven to be beneficial in terms of
equipment cost, service delivery flexibility, and time-to-market, most of the studies in this …
equipment cost, service delivery flexibility, and time-to-market, most of the studies in this …
KeySFC: Traffic steering using strict source routing for dynamic and efficient network orchestration
Current service function chaining (SFC) solutions are cumbersome adaptations of classic
routing mechanisms, which lack flexibility and agility to cope with new dynamic services …
routing mechanisms, which lack flexibility and agility to cope with new dynamic services …