Supervised feature selection techniques in network intrusion detection: A critical review

M Di Mauro, G Galatro, G Fortino, A Liotta - Engineering Applications of …, 2021 - Elsevier
Abstract Machine Learning (ML) techniques are becoming an invaluable support for network
intrusion detection, especially in revealing anomalous flows, which often hide cyber-threats …

Forecast-assisted service function chain dynamic deployment for SDN/NFV-enabled cloud management systems

J Zhang, Y Liu, Z Li, Y Lu - IEEE Systems Journal, 2023 - ieeexplore.ieee.org
Software-defined network (SDN) and network function virtualization (NFV) are
acknowledged as the most promising technologies to effectively allocate resource for …

Impact of service function aging on the dependability for MEC service function chain

J Bai, X Chang, F Machida, L Jiang… - … on Dependable and …, 2022 - ieeexplore.ieee.org
The Multi-access Edge Computing (MEC) and Network Function Virtualization (NFV)
integrated architecture is a key enabling platform for 5G to run multiple customized services …

Reliability analysis of the multi-state system with nonlinear degradation model under Markov environment

H Lyu, H Qu, H Xie, Y Zhang, M Pecht - Reliability Engineering & System …, 2023 - Elsevier
Research conducted on multi-state systems has garnered significant attention as a result of
their engineering applications in the aerospace industry. The paper explores the intricacies …

Availability model for data center networks with dynamic migration and multiple traffic flows

J Zhu, N Huang, J Wang, X Qin - IEEE Transactions on Network …, 2023 - ieeexplore.ieee.org
The evaluation of application availability is a crucial step in ensuring functionality of the data
center network (DCN). The application of data center network is no more a chain of physical …

Energy-aware service function chaining embedding in NFV networks

R Lin, L He, S Luo, M Zukerman - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Network function virtualization (NFV) is a new networking paradigm based on decoupling
network functions from dedicated hardware, so these network functions can be run as pieces …

A latency-driven availability assessment for multi-tenant service chains

L De Simone, M Di Mauro, R Natella… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Nowadays, most telecommunication services adhere to the Service Function Chain (SFC)
paradigm, where network functions are implemented via software. In particular, container …

Petri net-based reliability assessment and migration optimization strategy of SFC

L Rui, X Chen, Z Gao, W Li, X Qiu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the development of information technology, the network consists of various proprietary
hardware devices, and the use of these devices brings problems. To solve problems …

A deep reinforcement learning-based algorithm for reliability-aware multi-domain service deployment in smart ecosystems

G Kibalya, J Serrat, JL Gorricho, D Okello… - Neural Computing and …, 2023 - Springer
The transition towards full network virtualization will see services for smart ecosystems
including smart metering, healthcare and transportation among others, being deployed as …

Comparative performability assessment of SFCs: The case of containerized IP multimedia subsystem

M Di Mauro, G Galatro, M Longo… - … on Network and …, 2020 - ieeexplore.ieee.org
The failure of a single network element composing a Service Function Chain (SFC)
unavoidably leads to some degradation in terms of availability (ability of guaranteeing …