1. NW-AI Self-evolving Framework for Fault-tolerant Robust Networks.
- Author
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Yousuke Takahashi, Hiroki Ikeuchi, and Akio Watanabe
- Subjects
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ARTIFICIAL intelligence , *ROBUST statistics , *DIGITAL twins , *VIRTUAL design , *ENGINEERING - 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]
- Published
- 2023
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