Build your own closed loop: Graph-based proof of concept in closed loop for autonomous networks

ITU journal : ICT discoveries Pub Date : 2023-09-14 DOI:10.52953/opdk5666

None Jaime Fúster de la Fuente, None Álvaro Pendás Recondo, None Paul Harvey, None Tarek Mohamed, None Chandan Singh, None Vipul Sanap, None Ayush Kumar, None Sathish Venkateswaran, None Sarvasuddi Balaganesh, None Rajat Duggal, None Sree Ganesh Lalitaditya Divakarla, None Vaibhava Krishna Devulapali, None Ebeledike Frank Chukwubuikem, None Emmanuel Othniel Eggah, None Abel Oche Moses, None Nuhu Kontagora Bello, None James Agajo, None Wael Alron, None Fathi Abdeldayem, None Melanie Espinoza Hernández, None Abigail Morales Retana, None Jackeline García Alvarado, None Nicolle Gamboa Mena, None Juliana Morales Alvarado, None Ericka Pérez Chinchilla, None Amanda Calderón Campos, None Derek Rodríguez Villalobos, None Oscar Castillo Brenes, None Kodandram Ranganath, None Ayushi Khandal, None Rakshesh P Bhatt, None Kunal Mahajan, None Prikshit CS, None Ashok Kamaraj, None Srinwaynti Samaddar, None Sivaramakrishnan Swaminathan, None M Sri Bhuvan, None Nagaswaroop S N, None Blessed Guda, None Ibrahim Aliyu, None Kim Jinsul, None Vishnu Ram

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Abstract

Next Generation Networks (NGNs) are expected to handle heterogeneous technologies, services, verticals and devices of increasing complexity. It is essential to fathom an innovative approach to automatically and efficiently manage NGNs to deliver an adequate end-to-end Quality of Experience (QoE) while reducing operational expenses. An Autonomous Network (AN) using a closed loop can self-monitor, self-evaluate and self-heal, making it a potential solution for managing the NGN dynamically. This study describes the major results of building a closed-loop Proof of Concept (PoC) for various AN use cases organized by the International Telecommunication Union Focus Group on Autonomous Networks (ITU FG-AN). The scope of this PoC includes the representation of closed-loop use cases in a graph format, the development of evolution/exploration mechanisms to create new closed loops based on the graph representations, and the implementation of a reference orchestrator to demonstrate the parsing and validation of the closed loops. The main conclusions and future directions are summarized here, including observations and limitations of the PoC.

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构建自己的闭环:基于图的自主网络闭环概念证明

下一代网络(ngn)有望处理日益复杂的异构技术、服务、垂直行业和设备。探索一种创新的方法来自动有效地管理下一代网络，以提供足够的端到端体验质量(QoE)，同时降低运营成本，这一点至关重要。采用闭环的自治网络(An)具有自我监控、自我评估和自我修复功能，是动态管理下一代网络的潜在解决方案。本研究描述了由国际电信联盟自治网络焦点小组(ITU FG-AN)组织的各种AN用例构建闭环概念验证(PoC)的主要结果。该PoC的范围包括以图形格式表示闭环用例，开发基于图形表示创建新闭环的进化/探索机制，以及实现用于演示解析和验证闭环的参考编排器。本文总结了主要结论和未来发展方向，包括PoC的观察结果和局限性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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ITU journal : ICT discoveries

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