Machine Learning for Zero- Touch Management in Heterogeneous Industrial Networks

Machine Learning for Zero- Touch Management in Heterogeneous Industrial Networks - A Review

Published:2022-04-27 Issue: Volume: Page:
ISSN:
Container-title:2022 IEEE 18th International Conference on Factory Communication Systems (WFCS)
language:
Short-container-title:

Author:

Friesen Maxim¹,Wisniewski Lukasz¹,Jasperneite Jurgen¹

Affiliation:

1. Institute Industrial IT - inIT, TH OWL,Lemgo,Germany

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9779159/9779160/09779183.pdf?arnumber=9779183

Reference76 articles.

1. Zero-touch network and Service Management (ZSM); General Security Aspects;Tech Rep,2021

2. ZSM Security: Threat Surface and Best Practices

3. On Predicting Service-oriented Network Slices Per-formances in 5G: A Federated Learning Approach;brik;Local Computer Networks,2020

4. EARS: Intelligence-driven experiential network architecture for automatic routing in software-defined networking

5. Details of the Asset Administration Shell Part 1-The exchange of information between partners in the value chain of Industrie 4. 0;bader;Tech Rep,2020

Cited by 11 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Management of heterogeneous AI-based industrial environments by means of federated adaptive-robot learning;European Journal of Innovation Management;2024-06-10

2. Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis;IEEE Transactions on Network and Service Management;2024-06

3. Mixing Neural Networks and Exponential Moving Averages for Predicting Wireless Links Behavior;2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS);2024-05-12

4. Network Digital Twins: A Key-Enabler for Zero-Touch Management in Industrial Communication Systems;2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA);2023-09-12

5. Linear Combination of Exponential Moving Averages for Wireless Channel Prediction;2023 IEEE 21st International Conference on Industrial Informatics (INDIN);2023-07-18