Nlp powered intent based network management for private 5g networks
Intent driven networking holds the promise of simplifying network operations by allowing
operators to use declarative, instead of imperative, interfaces. Adoption of this technology for …
operators to use declarative, instead of imperative, interfaces. Adoption of this technology for …
5G/5G+ network management employing AI-based continuous deployment
M Panek, A Pomykała, I Jabłoński, M Woźniak - Applied Soft Computing, 2023 - Elsevier
Purpose: The paper proposes a novel concept of deployment process dedicated to
continuous development, integration, testing, and upgrading the software-defined AI/ML …
continuous development, integration, testing, and upgrading the software-defined AI/ML …
Towards crossfire distributed denial of service attack protection using intent-based moving target defense over software-defined networking
MF Hyder, T Fatima - IEEE Access, 2021 - ieeexplore.ieee.org
Crossfire is an indirect target area link-flooding Distributed Denial of Service (DDoS) attack
determined to affect the neighbors of the real target. Currently, Crossfire DDoS attacks are …
determined to affect the neighbors of the real target. Currently, Crossfire DDoS attacks are …
Intent-driven management for multi-vertical end-to-end network slicing services
M Xie, PH Gomes, J Niemöller… - 2022 IEEE Globecom …, 2022 - ieeexplore.ieee.org
Moving forward from 5G to 6G, one critical open challenge is customer-driven and
autonomous networks management. To enable autonomy in a large-scale, it is important to …
autonomous networks management. To enable autonomy in a large-scale, it is important to …
LLM-based policy generation for intent-based management of applications
Automated management requires decomposing high-level user requests, such as intents, to
an abstraction that the system can understand and execute. This is challenging because …
an abstraction that the system can understand and execute. This is challenging because …
IS2N: Intent-driven security software-defined network with blockchain
Software-defined network (SDN) is characterized by its programmability, flexibility, and the
separation of control and data planes. However, SDN still have many challenges …
separation of control and data planes. However, SDN still have many challenges …
To all intents and purposes: Towards flexible intent expression
Intent-based networking provides an efficient mechanism to manage complexity in network
management. The paradigm allows users to express their network requirements, and an …
management. The paradigm allows users to express their network requirements, and an …
Declarative provisioning of virtual network function chains in intent-based networks
Intent-based Networking (IBN) aims at simplifying network configuration and management
by using high-level objectives that express the desired state of the network rather than the …
by using high-level objectives that express the desired state of the network rather than the …
Intender: Fuzzing {Intent-Based} Networking with {Intent-State} Transition Guidance
Intent-based networking (IBN) abstracts network configuration complexity from network
operators by focusing on what operators want the network to do rather than how such …
operators by focusing on what operators want the network to do rather than how such …
Intent-based control loop for dash video service assurance using ml-based edge qoe estimation
CE Rothenberg, DAL Perez… - 2020 6th IEEE …, 2020 - ieeexplore.ieee.org
Intent-Based Networking (IBN) proposals are based on autonomous closed-loop
orchestration architectures that monitor and tune network performance. To this end, IBN …
orchestration architectures that monitor and tune network performance. To this end, IBN …