A survey on requirements of future intelligent networks: solutions and future research directions

A Husen, MH Chaudary, F Ahmad - ACM Computing Surveys, 2022 - dl.acm.org
The context of this study examines the requirements of Future Intelligent Networks (FIN),
solutions, and current research directions through a survey technique. The background of …

Explainability methods for identifying root-cause of SLA violation prediction in 5G network

A Terra, R Inam, S Baskaran, P Batista… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Artificial Intelligence (AI) is implemented in various applications of telecommunication
domain, ranging from managing the network, controlling a specific hardware function …

Intelligent service orchestration in edge cloud networks

E Zeydan, J Mangues-Bafalluy, Y Turk - IEEE Network, 2021 - ieeexplore.ieee.org
The surge in data traffic is challenging for network infrastructure owners coping with
stringent service requirements (eg, high bandwidth, ultralow latency) as well as shrinking …

Closing the management gap for satellite-integrated community networks: A hierarchical approach to self-maintenance

P Hu - IEEE Communications Magazine, 2021 - ieeexplore.ieee.org
Community networks (CNs) have become an important paradigm for providing essential
Internet connectivity in unserved and underserved areas across the world. However, an …

面向不间断通信保障的星间网络自维护建模与求解.

潘瑞雪, 杜一凡, 杨牧 - Telecommunication Engineering, 2023 - search.ebscohost.com
星间链路是通信卫星互联成网的主要手段, 当节点中一颗卫星星间链路通信异常时需经地面干预
才可恢复, 严重影响系统可用度; 而若星间通信网络具备自主管理能力则可弥补上述不足 …

[PDF][PDF] Machine Learning for Network Management: Current Status and Possible Research Directions

I Mesic - Communication Systems XIV, 2021 - files.ifi.uzh.ch
Today, it is almost unimaginable to function without using some type of network. For
example, mobile phones, Wi-fi, Internet of Things and similar technologies have become an …