AI models for green communications towards 6G

B Mao, F Tang, Y Kawamoto… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Green communications have always been a target for the information industry to alleviate
energy overhead and reduce fossil fuel usage. In the current 5G and future 6G eras, there is …

[HTML][HTML] On global electricity usage of communication technology: trends to 2030

ASG Andrae, T Edler - Challenges, 2015 - mdpi.com
This work presents an estimation of the global electricity usage that can be ascribed to
Communication Technology (CT) between 2010 and 2030. The scope is three scenarios for …

A survey on energy-aware design and operation of core networks

F Idzikowski, L Chiaraviglio, A Cianfrani… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
A detailed survey of approaches reducing energy consumption of core networks is
presented in this paper. We consider a multilayer architecture, in which the optical layer can …

Location-aware energy efficient virtual network embedding in software-defined optical data center networks

Y Zong, Y Ou, A Hammad, K Kondepu… - Journal of Optical …, 2018 - ieeexplore.ieee.org
To overcome the Internet ossification, network virtualization has been proposed as a
promising method because of its advantages (eg, on-demand and efficient resource …

On the benefits of joint optimization of reconfigurable CDN-ISP infrastructure

J Zerwas, I Poese, S Schmid… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
ISP networks have become a critical infrastructure in our society. Traffic in these networks is
growing and is increasingly dominated by a small number of large CDNs connecting at …

AI based service management for 6G green communications

B Mao, F Tang, K Yuichi, N Kato - arXiv preprint arXiv:2101.01588, 2021 - arxiv.org
Green communications have always been a target for the information industry to alleviate
energy overhead and reduce fossil fuel usage. In current 5G and future 6G era, there is no …

Is green networking beneficial in terms of device lifetime?

L Chiaraviglio, P Wiatr, P Monti, J Chen… - IEEE …, 2015 - ieeexplore.ieee.org
This article analyzes the impact that sleep mode (SM)-based green strategies have on the
reliability performance of optical and cellular network elements. First, we consider a device …

Software defined wireline-wireless cross-networks: Framework, challenges, and prospects

S Fu, J Wu, H Wen, Y Cai, B Wu - IEEE Communications …, 2018 - ieeexplore.ieee.org
Optical networks can support a large amount of IP traffic in the next generation of networks
with energy efficiency awareness. However, the ever increasing demand of IP traffic also …

Research and design of data communication subsystem of urban rail transit CBTC system

C Huang, Y Huang - … Journal of System Assurance Engineering and …, 2021 - Springer
With the intensive development of urban rail transit in China, urban rail transit has
increasingly become the preferred mode of transportation for citizens due to its convenience …

A survey of big data machine learning applications optimization in cloud data centers and networks

SH Mohamed, TEH El-Gorashi… - arXiv preprint arXiv …, 2019 - arxiv.org
This survey article reviews the challenges associated with deploying and optimizing big data
applications and machine learning algorithms in cloud data centers and networks. The …