A model-based approach towards real-time analytics in NFV infrastructures

R Bolla, R Bruschi, F Davoli… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Network Functions Virtualization (NFV) has recently gained much popularity in the research
scene for the flexibility and programmability that it will bring with the software implementation …

Model-based analytics for profiling workloads in virtual network functions

R Bruschi, F Davoli, P Lago… - 2017 IEEE Conference on …, 2017 - ieeexplore.ieee.org
With the flexibility and programmability levels offered by Network Functions Virtualization
(NFV), it is expected to catalyze the upcoming “softwarization” of the network through …

[HTML][HTML] Performance characterization and profiling of chained CPU-bound Virtual Network Functions

S Troia, M Savi, G Nava, LMM Zorello, T Schneider… - Computer Networks, 2023 - Elsevier
The increased demand for high-quality Internet connectivity resulting from the growing
number of connected devices and advanced services has put significant strain on …

Guiltiness: A practical approach for quantifying virtual network functions performance

RJ Pfitscher, AS Jacobs, L Zembruzki, RL dos Santos… - Computer Networks, 2019 - Elsevier
Abstract In Network Functions Virtualization (NFV), service providers create customized
network services by chaining Virtual Network Functions (VNFs) in forwarding graphs …

Autonomous intelligent VNF profiling for future intelligent network orchestration

N Ferdosian, S Moazzeni, P Jaisudthi… - … Machine Learning in …, 2023 - ieeexplore.ieee.org
In this article, we propose a profile-based data-driven analysis framework to extract and
analyze the characteristics and behavior of virtualized network functions (VNFs) in …

A network function modeling approach for performance estimation

M Baldi, A Sapio - 2015 IEEE 1st International Forum on …, 2015 - ieeexplore.ieee.org
This work introduces a methodology for the modelization of network functions focused on the
identification of recurring execution patterns and aimed at providing a platform independent …

A model for quantifying performance degradation in virtual network function service chains

RJ Pfitscher, AS Jacobs, EJ Scheid… - NOMS 2018-2018 …, 2018 - ieeexplore.ieee.org
Virtual Network Functions (VNFs) can be chained and provisioned on demand, providing
elasticity and dynamicity to the network. Due to the interdependencies between VNFs …

Performance benchmarking of virtualized network functions to correlate key performance metrics with system activity

Y Sharma, MG Khan, J Taheri… - 2020 11th International …, 2020 - ieeexplore.ieee.org
Industry is set to enter in a new revolution (Industry 4.0) backed by high inter-connectivity.
Therefore, leveraging virtualization technology to deploy networks as virtualized network …

Towards a scalability and energy efficiency benchmark for vnf

N Schmitt, J von Kistowski, S Kounev - … for the Analytics Era: 9th TPC …, 2018 - Springer
Abstract Network Function Virtualization (NFV) is the transfer of network functions from
dedicated devices to high-volume commodity servers. It opens opportunities for flexibility …

Nfv-inspector: A systematic approach to profile and analyze virtual network functions

MG Khan, S Bastani, J Taheri… - 2018 IEEE 7th …, 2018 - ieeexplore.ieee.org
Network Function Virtualization (NFV) focuses on decoupling network functions from
proprietary hardware (ie, middleboxes) by leveraging virtualization technology. Combining it …