Energy-latency tradeoffs for edge caching and dynamic service migration based on DQN in mobile edge computing

C Li, Y Zhang, X Gao, Y Luo - Journal of Parallel and Distributed …, 2022 - Elsevier
Mobile edge computing sinks computing and storage capabilities to the edge of the network
to provide reliable and low-latency services. However, the mobility of users and the limited …

A federated learning-based edge caching approach for mobile edge computing-enabled intelligent connected vehicles

C Li, Y Zhang, Y Luo - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
Massive map data transmission and the strict demand for the privacy of high-precision maps
have brought significant challenges to the cache of high-precision maps in intelligent …

Smart contract-based caching and data transaction optimization in mobile edge computing

G Wang, C Li, Y Huang, X Wang, Y Luo - Knowledge-Based Systems, 2022 - Elsevier
The emergence of mobile edge computing can provide technical support for the
development of Internet services and for coping with massive data traffic, thereby reducing …

DQN-enabled content caching and quantum ant colony-based computation offloading in MEC

C Li, Y Zhang, Y Luo - Applied Soft Computing, 2023 - Elsevier
Computation-intensive and time-delay-sensitive tasks show explosive growth, which makes
mobile user devices put forward higher requirements for such tasks. Mobile user devices are …

Dynamic placement of multiple controllers based on SDN and allocation of computational resources based on heuristic ant colony algorithm

C Li, K Jiang, Y Luo - Knowledge-Based Systems, 2022 - Elsevier
With the rapid development of the Internet and the explosive growth of network applications,
traditional computer networks have ushered in unprecedented challenges and …

The future of next generation web: Juxtaposing machine learning and deep learning-based web cache replacement models in web caching systems

E Mbunge, J Batani, SG Fashoto, B Akinnuwesi… - Computer Science On …, 2023 - Springer
Massive data generated by connected smart devices, particularly in distributed computer
networks, contributed to the large network traffic burden caused by the ever-increasing use …

Effective data management strategy and RDD weight cache replacement strategy in Spark

K Jiang, S Du, F Zhao, Y Huang, C Li, Y Luo - Computer Communications, 2022 - Elsevier
With the dramatic increase in internet users and their demand for real-time network
performance, Spark has distributed computing environment has emerged. It is widely used …

Low-latency controller load balancing strategy and offloading decision generation algorithm based on lyapunov optimization in SDN mobile edge computing …

S Chang, C Li, C Deng, Y Luo - Cluster Computing, 2024 - Springer
To solve the problem of multi-SDN controller load balancing, a low-latency controller load
balancing switch migration algorithm is proposed, and a load balancing framework …

A jointly non-cooperative game-based offloading and dynamic service migration approach in mobile edge computing

C Li, Q Zhang, Y Luo - Knowledge and Information Systems, 2023 - Springer
With the increase in the use of compute-intensive applications, the demand to continuously
boost the efficiency of data processing increases. Offloading the compute-intensive …

Blockchain-assisted caching optimization and data storage methods in edge environment

J Guo, C Li, Y Luo - The Journal of Supercomputing, 2022 - Springer
With the rapid advancement of communication technology in the Internet of Things, a slew of
new technologies and applications, such as virtual reality and augmented reality, are …