Collective Deep Reinforcement Learning for Intelligence Sharing in the Internet of Intelligence-Empowered Edge Computing

Q Tang, R Xie, FR Yu, T Chen, R Zhang… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Edge intelligence is emerging as a new interdiscipline to push learning intelligence from
remote centers to the edge of the network. However, with its widespread deployment, new …

Can “internet plus” enhance the green transition? The moderating roles of environmental regulation and sewage fee-to-tax

Z Li, J Chen, Y Zhang - Sustainability, 2023 - mdpi.com
Implementing green transition with high quality has been confirmed as a critical approach to
achieve sustainable development worldwide. This study focuses on how “Internet plus” …

Workflow Scheduling in Serverless Edge Computing for the Industrial Internet of Things: A Learning Approach

R Xie, D Gu, Q Tang, T Huang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Serverless edge computing is seen as a promising enabler to execute differentiated
Industrial Internet of Things (IIoT) applications without managing the underlying servers and …

Task Scheduling for ICN-Based Computing First Network: A Deep Reinforcement Learning Approach

Z Zou, R Xie, Y Ren, FR Yu… - 2022 IEEE 8th …, 2022 - ieeexplore.ieee.org
The computing first network (CFN) combines heterogeneous computing force information
with network information and improves resource utilization and task execution efficiency …

3CL-Net: A Four-in-One Networking Paradigm for 6G System

Y Hu, Q Jia, H Liu, X Zhou, H Lai… - 2022 5th International …, 2022 - ieeexplore.ieee.org
The 6G wireless communication networks are being studied to build a powerful networking
system with global coverage, enhanced spectral/energy/cost efficiency, better intelligent …

SDN-Based Load Balancing Solution for Deterministic Backbone Networks

X Zhang, L Wei, S Jing, C Zhao… - 2022 5th International …, 2022 - ieeexplore.ieee.org
Traffic in a backbone network has high forwarding rate requirements, and as the network
gets larger, traffic increases and forwarding rates decrease. In a Software Defined Network …

SRSV: Efficient Resource Reservation for Satellite Networks Based on Segment Routing

L Qiu, L Wang, J Liu, J Tong, N Xin, L Liu… - … Conference on Hot …, 2022 - ieeexplore.ieee.org
Guaranteeing the Quality of Service (QoS) in a mobile satellite network is an important issue.
Existing QoS service models either cannot provide scalable bandwidth resource reservation …

Density-based Clustering for Next-Generation Network Planning Assisted by Real Data

MU Khan - 2023 - techrxiv.org
We propose a novel density-based learning technique assisted by real data to determine the
appropriate Epsilon and to locate the HTC. We have also studied the correlation of …