Attention-Based Deep Reinforcement Learning for Edge User Allocation

J Chang, J Wang, B Li, Y Zhao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Edge computing, a recently developed computing paradigm, seeks to extend cloud
computing by providing users minimal latency. In a mobile edge computing (MEC) …

Resource and delay aware fine-grained service offloading in collaborative edge computing

J Zhang, P Yu, F Zhou, L Feng, W Li, X Qiu - Computer Networks, 2022 - Elsevier
Fine-grained service offloading in collaborative edge computing can realize full use of the
limited resources of edge nodes to achieve efficient parallel computing. The existing …

FEUAGame: Fairness-aware Edge User Allocation for App Vendors

J Zhou, F Chen, G Cui, Y Xiang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Mobile edge computing (MEC) offers a new computing paradigm that turns computing and
storage resources to the network edge to provide minimal service latency compared to cloud …

[HTML][HTML] Optimizing storage on fog computing edge servers: A recent algorithm design with minimal interference

X Zhao, G Xie, Y Luo, J Chen, F Liu, HP Bai - PloS one, 2024 - journals.plos.org
The burgeoning field of fog computing introduces a transformative computing paradigm with
extensive applications across diverse sectors. At the heart of this paradigm lies the pivotal …

Mellin transform-based D2D power optimization in 5G-enabled social IoT network

S Chandra, R Arya, MP Singh - The Journal of Supercomputing, 2024 - Springer
One of the main sources of information dissemination is social networks. Changes in social
and Internet of Things (IoT) relationships can affect the quality of service (QoS) of device-to …

Server Hazard Risk Awareness User Allocation in Urban-Scale Edges

E Liu, G Zhang, L Xu, W Wu, B Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Edge computing deploys edges close to end-users to provide highly accessible resources
and latency-sensitive services. It is invaluable for urban crowd/hazard management …

Spatial-Temporal Edge User Allocation: An Expectation Confirmation Perspective Approach

G Zou, Z Xu, X Xia, Y Liu, Y Gan… - … on Network and …, 2022 - ieeexplore.ieee.org
As the 5th generation (5G) network develops and rolls out rapidly, user requests can be
offloaded to nearby edge servers for processing. This alleviates the pressure on the network …

Ant Colony Based User Allocation in Edge Networks with Heterogeneous Computing Devices

S Cao, C Dai, Z Zhan, D Liu, H Wu, W Zhang… - Available at SSRN … - papers.ssrn.com
Edge computing (EC) is an emerging, future computing paradigm that allows application
providers to serve users by allocating them to nearby edge servers to reduce the latency of …