M Du, Y Wang, K Ye, C Xu - IEEE Transactions on Computers, 2020 - ieeexplore.ieee.org
Computation offloading between the edge and the cloud is an effective way for deployed service to fully utilize the resources at both sides for its QoS improvement and overall cost …
A Acheampong, Y Zhang, X Xu… - Computer Modeling in …, 2023 - cdn.techscience.cn
Task offloading is an important concept for edge computing and the Internet of Things (IoT) because computationintensive tasks must be offloaded to more resource-powerful remote …
A Kaur, A Godara - IEEE Transactions on Network and Service …, 2023 - ieeexplore.ieee.org
With the exponential growth of computation-intensive and latency-sensitive applications in 5G, it is hard to satisfy the heterogeneous requirements for increased data traffic with limited …
A Asheralieva - IEEE Transactions on Emerging Topics in …, 2019 - ieeexplore.ieee.org
This paper explores the problem of joint computational offloading and content caching (OCP) in the wireless heterogeneous mobile edge computing (MEC) system, where each …
Various edge collaboration schemes that rely on reinforcement learning (RL) have been proposed to improve the quality of experience (QoE). Deep RL (DRL) maximizes cumulative …
M Chen, X Gong, Y Cao - IEEE Transactions on Mobile …, 2022 - ieeexplore.ieee.org
Distributed edge computation offloading makes use of distributed wireless edge devices to perform offloaded computation in parallel, which can substantially reduce the computation …
Recent years have witnessed a growth in the Internet of Things (IoT) applications and devices; however, these devices are unable to meet the increased computational resource …
X Duan, B Li, W Zhao - IEEE Access, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) is fast becoming a key communication technique by enabling mobile users to offload their computation tasks to the edge servers. However, the …
V Joshi, K Patil - … Management, Analytics and Innovation: Proceedings of …, 2022 - Springer
Technological development in the mobile devices shows that global trend is changing from desktop computing to mobile computing. Although there is tremendous increase in the …