Hey, lumi! using natural language for {intent-based} network management

AS Jacobs, RJ Pfitscher, RH Ribeiro… - 2021 USENIX Annual …, 2021 - usenix.org
In this work, we ask: what would it take for, say, a campus network operator to tell the
network, using natural language, to" Inspect traffic for the dorm"? How could the network …

Refining network intents for self-driving networks

AS Jacobs, RJ Pfitscher, RA Ferreira… - Proceedings of the …, 2018 - dl.acm.org
Recent advances in artificial intelligence (AI) offer an opportunity for the adoption of self-
driving networks. However, network operators or home-network users still do not have the …

Osdf: An intent-based software defined network programming framework

D Comer, A Rastegatnia - 2018 IEEE 43rd Conference on …, 2018 - ieeexplore.ieee.org
Software Defined Networking (SDN) offers flexibility to program a network based on a set of
network requirements. Programming the networks using SDN is not completely straight …

Netgpt: A native-ai network architecture beyond provisioning personalized generative services

Y Chen, R Li, Z Zhao, C Peng, J Wu, E Hossain… - arXiv preprint arXiv …, 2023 - arxiv.org
Large language models (LLMs) have triggered tremendous success to empower daily life by
generative information, and the personalization of LLMs could further contribute to their …

Netgpt: An ai-native network architecture for provisioning beyond personalized generative services

Y Chen, R Li, Z Zhao, C Peng, J Wu, E Hossain… - IEEE …, 2024 - ieeexplore.ieee.org
Large language models (LLMs) have triggered tremendous success to empower our daily
life by generative information. The personalization of LLMs could further contribute to their …

Recent advances in intent-based networking: A survey

E Zeydan, Y Turk - 2020 IEEE 91st Vehicular Technology …, 2020 - ieeexplore.ieee.org
This paper investigates the recent-advances in intent-based technologies while
concentrating on aspects related to network management and orchestration. We provide a …

ONOS Intent Monitor and Reroute service: enabling plug&play routing logic

D Sanvito, D Moro, M Gulli, I Filippini… - 2018 4th IEEE …, 2018 - ieeexplore.ieee.org
Software-Defined Networking (SDN) brought an unprecedented flexibility and
programmability into computer networks. In order to simplify the management of an SDN …

Software-defined network assimilation: bridging the last mile towards centralized network configuration management with nassim

H Chen, Y Miao, L Chen, H Sun, H Xu, L Liu… - Proceedings of the …, 2022 - dl.acm.org
On-boarding new devices into an existing SDN network is a pain for network operations
(NetOps) teams, because much expert effort is required to bridge the gap between the …

P4i/o: Intent-based networking with p4

M Riftadi, F Kuipers - 2019 IEEE Conference on Network …, 2019 - ieeexplore.ieee.org
Switches that can be (re) programmed through the network programming language P4 are
able to completely change-even while in the field-the way they process packets. While …

Enhancing network management using code generated by large language models

SK Mani, Y Zhou, K Hsieh, S Segarra, T Eberl… - Proceedings of the …, 2023 - dl.acm.org
Analyzing network topologies and communication graphs is essential in modern network
management. However, the lack of a cohesive approach results in a steep learning curve …