Distributed artificial intelligence empowered by end-edge-cloud computing: A survey

S Duan, D Wang, J Ren, F Lyu, Y Zhang… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
As the computing paradigm shifts from cloud computing to end-edge-cloud computing, it
also supports artificial intelligence evolving from a centralized manner to a distributed one …

Edge intelligence in intelligent transportation systems: A survey

T Gong, L Zhu, FR Yu, T Tang - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Edge intelligence (EI) is becoming one of the research hotspots among researchers, which
is believed to help empower intelligent transportation systems (ITS). ITS generates a large …

Two-layer federated learning with heterogeneous model aggregation for 6g supported internet of vehicles

X Zhou, W Liang, J She, Z Yan, I Kevin… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The vision of the upcoming 6G technologies that have fast data rate, low latency, and ultra-
dense network, draws great attentions to the Internet of Vehicles (IoV) and Vehicle-to …

Cloud-edge orchestration for the Internet of Things: Architecture and AI-powered data processing

Y Wu - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) has been deeply penetrated into a wide range of important and
critical sectors, including smart city, water, transportation, manufacturing, and smart factory …

Distributed deep multi-agent reinforcement learning for cooperative edge caching in internet-of-vehicles

H Zhou, K Jiang, S He, G Min… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Edge caching is a promising approach to reduce duplicate content transmission in Internet-
of-Vehicles (IoVs). Several Reinforcement Learning (RL) based edge caching methods have …

Intrusion detection for secure social internet of things based on collaborative edge computing: a generative adversarial network-based approach

L Nie, Y Wu, X Wang, L Guo, G Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The Social Internet of Things (SIoT) now penetrates our daily lives. As a strategy to alleviate
the escalation of resource congestion, collaborative edge computing (CEC) has become a …

Cost minimization-oriented computation offloading and service caching in mobile cloud-edge computing: An A3C-based approach

H Zhou, Z Wang, H Zheng, S He… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper considers computation offloading and service caching in a three-tier mobile
cloud-edge computing structure, in which Mobile Users (MUs) have subscribed to the Cloud …

Blockchain-aided network resource orchestration in intelligent internet of things

C Wang, C Jiang, J Wang, S Shen… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The proliferation of users and data traffic poses substantial pressure on resource
management in the Internet of Things (IoT). In addition to beneficially allocating scarce …

Optimal resource allocation and task segmentation in iot enabled mobile edge cloud

A Mahmood, Y Hong, MK Ehsan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Recent development toward innovative applications and technologies like self-driving,
augmented reality, smart cities, and various other applications leads to excessive growth in …

UAV-aided computation offloading in mobile-edge computing networks: A Stackelberg game approach

H Zhou, Z Wang, G Min, H Zhang - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are considered as a promising method to provide
additional computation capability and wide coverage for mobile users (MUs), especially …