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NW-AI Self-evolving Framework for Fault-tolerant Robust Networks.

Authors :
Yousuke Takahashi
Hiroki Ikeuchi
Akio Watanabe
Source :
NTT Technical Review. Dec2023, Vol. 21 Issue 12, p33-36. 4p.
Publication Year :
2023

Abstract

We at NTT laboratories are focusing on the research and development of zero-touch operations using artificial intelligence (AI) for early recovery from network failures, which requires learning a large amount of network failure data. We have established a framework that allows AI to learn autonomously by artificially generating a large amount of network failures in a simulated environment and learning how to respond to them. This article describes the concept of this framework and how AI learns in the framework. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
13483447
Volume :
21
Issue :
12
Database :
Academic Search Index
Journal :
NTT Technical Review
Publication Type :
Academic Journal
Accession number :
174733086
Full Text :
https://doi.org/10.53829/ntr202312fa4