5G communication brings substantial improvements in the quality of service provided to various applications by achieving higher throughput and lower latency. However, interactive …
Mobile edge computing (MEC) within 5G networks brings the power of cloud computing, storage, and analysis closer to the end user. The increased speeds and reduced delay …
In this paper, end devices are considered here as agent, which makes its decisions on whether the network will offload the computation tasks to the edge devices or not. To tackle …
This last decade, the amount of data exchanged on the Internet increased by over a staggering factor of 100, and is expected to exceed well over the 500 exabytes by 2020. This …
Since Facebook was renamed Meta, a lot of attention, debate, and exploration have intensified about what the Metaverse is, how it works, and the possible ways to exploit it. It is …
H Gu, L Zhao, Z Han, G Zheng… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The cloud-edge-terminal collaborative network (CETCN) is considered as a novel paradigm for emerging applications owing to its huge potential in providing low-latency and ultra …
Y Zhang, B Feng, W Quan, A Tian, K Sood, Y Lin… - IEEE …, 2020 - ieeexplore.ieee.org
Ubiquitous Internet of Things (IoT) devices have fueled plenty of innovations in the emerging network paradigms. Among them, IoT edge caching has emerged as a promising technique …
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 …
Reinforcement learning (RL) methods can successfully solve complex optimization problems. Our article gives a systematic overview of major types of RL methods, their …