Machine learning for dynamic resource allocation in network function virtualization
S Schneider, NP Satheeschandran… - 2020 6th IEEE …, 2020 - ieeexplore.ieee.org
Network function virtualization (NFV) proposes to replace physical middleboxes with more
flexible virtual network functions (VNFs). To dynamically adjust to ever-changing traffic …
flexible virtual network functions (VNFs). To dynamically adjust to ever-changing traffic …
Joint placement and allocation of virtual network functions with budget and capacity constraints
With the advent of Network Function Virtualization (NFV), network services that traditionally
run on proprietary dedicated hardware can now be realized using Virtual Network Functions …
run on proprietary dedicated hardware can now be realized using Virtual Network Functions …
Machine learning for performance-aware virtual network function placement
With the growing demand for data connectivity, network service providers are faced with the
task of reducing their capital and operational expenses while simultaneously improving …
task of reducing their capital and operational expenses while simultaneously improving …
Placement and allocation of virtual network functions: Multi-dimensional case
Network function virtualization (NFV) is an emerging design paradigm that replaces physical
middlebox devices with software modules running on general purpose commodity servers …
middlebox devices with software modules running on general purpose commodity servers …
Trade-offs in dynamic resource allocation in network function virtualization
Dynamic allocation of resources is a key feature in network function virtualization (NFV),
enabling flexible adjustment of slices and contained network services to ever-changing …
enabling flexible adjustment of slices and contained network services to ever-changing …
Novel approaches for vnf requirement prediction using dnn and lstm
Network Function Virtualization (NFV) is gaining popularity among network operators to
provide cost effective and dynamic network services. NFV enables faster service by …
provide cost effective and dynamic network services. NFV enables faster service by …
Intelligent network service embedding using genetic algorithms
P Rodis, P Papadimitriou - 2021 IEEE Symposium on …, 2021 - ieeexplore.ieee.org
Network Function Virtualization (NFV) opens us great opportunities for network processing
with higher resource efficiency and flexibility. Nevertheless, intelligent orchestration …
with higher resource efficiency and flexibility. Nevertheless, intelligent orchestration …
Nfv-inspector: A systematic approach to profile and analyze virtual network functions
Network Function Virtualization (NFV) focuses on decoupling network functions from
proprietary hardware (ie, middleboxes) by leveraging virtualization technology. Combining it …
proprietary hardware (ie, middleboxes) by leveraging virtualization technology. Combining it …
An efficient algorithm for virtual network function scaling
Network Functions Virtualization (NFV) has been revolutionizing and improving the way
networking services are deployed but also requires the dynamic scaling of resources during …
networking services are deployed but also requires the dynamic scaling of resources during …
Optimizing NFV chain deployment through minimizing the cost of virtual switching
MC Luizelli, D Raz, Y Sa'ar - IEEE INFOCOM 2018-IEEE …, 2018 - ieeexplore.ieee.org
Network Function Virtualization (NFV) is a novel paradigm that enables flexible and scalable
implementation of network services on cloud infrastructure. A key factor in the success of …
implementation of network services on cloud infrastructure. A key factor in the success of …