Review and analysis of recent advances in intelligent network softwarization for the Internet of Things

MA Zormati, H Lakhlef, S Ouni - Computer networks, 2024 - Elsevier
Abstract The Internet of Things (IoT) is an emerging technology that aims to connect
heterogeneous and constrained objects to each other and to the Internet. It has grown …

Networking systems of AI: On the convergence of computing and communications

L Song, X Hu, G Zhang, P Spachos… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Artificial intelligence (AI) and 5G system have been two hot technical areas that are
changing the world. On the deep convergence of computing and communication, networking …

QR-SDN: Towards reinforcement learning states, actions, and rewards for direct flow routing in software-defined networks

J Rischke, P Sossalla, H Salah, FHP Fitzek… - IEEE …, 2020 - ieeexplore.ieee.org
Flow routing can achieve fine-grained network performance optimizations by routing distinct
packet traffic flows over different network paths. While the centralized control of Software …

Scalable orchestration of service function chains in NFV-enabled networks: A federated reinforcement learning approach

H Huang, C Zeng, Y Zhao, G Min, Y Zhu… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
Network function virtualization (NFV) is critical to the scalability and flexibility of various
network services in the form of service function chains (SFCs), which refer to a set of Virtual …

Smart user consumption profiling: Incremental learning-based OTT service degradation

JS Rojas, A Pekar, Á Rendón, JC Corrales - IEEE access, 2020 - ieeexplore.ieee.org
Data caps and service degradation are techniques used to control subscribers' data
consumption. These techniques have emerged mainly due to the growing demands placed …

[HTML][HTML] Ml-based traffic classification in an sdn-enabled cloud environment

O Belkadi, A Vulpe, Y Laaziz, S Halunga - Electronics, 2023 - mdpi.com
Traffic classification plays an essential role in network security and management; therefore,
studying traffic in emerging technologies can be useful in many ways. It can lead to …

Joint optimization of IT, IP and WDM layers: from theory to practice

M Garrich, JL Romero-Gázquez… - … on Optical Network …, 2020 - ieeexplore.ieee.org
Softwarization of carrier networks is an unstoppable trend, driven by the possibility of
instantiating Virtual Network Functions (VNFs) in carrier-owned data centers in their points …

[PDF][PDF] Machine-learning defined networking: towards intelligent networks

S Troia - Special Topics in Information Technology, 2021 - library.oapen.org
On October 29, 1969, the world was changed forever. At 10: 30 pm, a student programmer at
the University of California at Los Angeles (UCLA) named Charley Kline sent the letter “l” …

INSPIRING-SNI: Investigating SDN Programmability Improving Optical South-and North-Bound Interfaces

MG Alabarce, A Bravalheri… - 2020 22nd International …, 2020 - ieeexplore.ieee.org
Software Defined Networking (SDN) controllers decouple the forwarding data-plane actions,
instructed via south-bound interfaces (SBI), from the logic control-plane decisions, which can …

Enhancing Smart Park Infrastructure through the Implementation of a Comprehensive Travel Chain System Based on Autonomous Driving

Q Wang, Y Rao - 2023 5th International Symposium on Smart …, 2023 - ieeexplore.ieee.org
This electronic document is a “live” template and already defines the components of your
paper [title, text, heads, etc.] in its style sheet. The establishment of smart parks necessitates …