A comprehensive survey on auction mechanism design for cloud/edge resource management and pricing

N Sharghivand, F Derakhshan, N Siasi - IEEE Access, 2021 - ieeexplore.ieee.org
Driven by the vision of cloud and edge computing as the 5th utility, a major challenge is the
efficient resource management and pricing taking into account incentives and preferences of …

Matching-theory-based low-latency scheme for multitask federated learning in MEC networks

D Chen, CS Hong, L Wang, Y Zha… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Nowadays, there is an ever-increasing interests in federated learning, which allows end
devices to collaboratively train a global machine learning model in a decentralized …

Mobility-aware computation offloading in edge computing using machine learning

EF Maleki, L Mashayekhy… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Cloudlets are resource-rich computing infrastructures of edge computing that are located at
physical proximity of users to provide one-hop, high-bandwidth wireless access to additional …

A bifactor approximation algorithm for cloudlet placement in edge computing

D Bhatta, L Mashayekhy - IEEE Transactions on Parallel and …, 2021 - ieeexplore.ieee.org
Emerging applications with low-latency requirements such as real-time analytics, immersive
media applications, and intelligent virtual assistants have rendered Edge Computing as a …

User preference-based hierarchical offloading for collaborative cloud-edge computing

S Tian, C Chang, S Long, S Oh, Z Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Cloud computing and mobile edge computing techniques supply efficient ways to solve the
contradiction between the increasing computing and storage demands of portable terminals …

Matching-based scheduling of asynchronous data processing workflows on the computing continuum

N Mehran, ZN Samani, D Kimovski… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Today's distributed computing infrastructures en-compass complex workflows for real-time
data gathering, transferring, storage, and processing, quickly overwhelming centralized …

Time-constrained service handoff for mobile edge computing in 5g

N Sharghivand, L Mashayekhy, W Ma… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Many mobile device applications require low end-to-end latency to edge computing
infrastructure when offloading their computation tasks in order to achieve real-time …

Multi-Task Matching Mechanism Design for UAV-assisted MEC Network with Blockchain

M Wei, K Xu - IEEE Access, 2023 - ieeexplore.ieee.org
Mobile edge computing (MEC) is a technology deployed at the edge of mobile networks to
enhance computation capabilities and reduce transmission distances. It has been …

Bridge the Present and Future: A Cross-Layer Matching Game in Dynamic Cloud-Aided Mobile Edge Networks

H Qi, M Liwang, X Wang, L Li, W Gong… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
C loud-a ided m obile e dge n etworks (CAMENs) allow edge servers (ESs) to purchase
resources from remote cloud servers (CSs), while overcoming resource shortage when …

Scheduling of Distributed Applications on the Computing Continuum: A Survey

N Mehran, D Kimovski, H Hellwagner… - Proceedings of the …, 2023 - dl.acm.org
The demand for distributed applications has significantly increased over the past decade,
with improvements in machine learning techniques fueling this growth. These applications …