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 …

A strategic game for task offloading among capacitated UAV-mounted cloudlets

W Ma, X Liu, L Mashayekhy - 2019 IEEE international congress …, 2019 - ieeexplore.ieee.org
In this paper, we focus on the computational offloading problem among unmanned aerial
vehicles (UAVs) acting as small flying cloudlets that receive compute-intensive tasks from …

An edge computing matching framework with guaranteed quality of service

N Sharghivand, F Derakhshan… - … on Cloud Computing, 2020 - ieeexplore.ieee.org
Edge computing is a new computing paradigm, which aims at enhancing user experience by
bringing computing resources closer to where data is produced by Internet of Things (IoT) …

Applications of big data analytics and machine learning in the internet of things

S Yousefi, F Derakhshan, H Karimipour - Handbook of big data privacy, 2020 - Springer
Nowadays, the efficiency of Machine Learning (ML) mechanisms in the Internet of Things
(IoT) prompts the researchers and developers to use these emerging technology in different …

Mobility-aware computation offloading in edge computing using prediction

EF Maleki, L Mashayekhy - 2020 IEEE 4th International …, 2020 - ieeexplore.ieee.org
A key use case of edge computing is computation offloading that augments the capabilities
of resource-constrained mobile devices by conserving their energy consumption and …

A two-sided matching model for data stream processing in the cloud–fog continuum

N Mehran, D Kimovski, R Prodan - 2021 IEEE/ACM 21st …, 2021 - ieeexplore.ieee.org
Latency-sensitive and bandwidth-intensive stream processing applications are dominant
traffic generators over the Internet network. A stream consists of a continuous sequence of …

Generalized cost-aware cloudlet placement for vehicular edge computing systems

D Bhatta, L Mashayekhy - 2019 IEEE International Conference …, 2019 - ieeexplore.ieee.org
One of the well-known challenges in Edge Computing is strategic placement of cloudlets.
The fundamental goals of this challenge are to minimize the deployment cost of cloudlets …

Truthful computation offloading mechanisms for edge computing

W Ma, L Mashayekhy - … on Cyber Security and Cloud Computing …, 2020 - ieeexplore.ieee.org
Edge computing (EC) is a promising paradigm providing a distributed computing solution for
users at the edge of the network. Preserving satisfactory quality of experience (QoE) for …

[PDF][PDF] A survey on edge benchmarking

B Varghese, N Wang, D Bermbach… - arxiv preprint arxiv …, 2020 - academia.edu
The computing landscape has significantly changed over the last three decades–loosely
coupled and geographically dispersed systems started replacing tightly coupled monolithic …

Privacy-by-design distributed offloading for vehicular edge computing

W Ma, L Mashayekhy - Proceedings of the 12th IEEE/ACM International …, 2019 - dl.acm.org
Vehicular Edge Computing (VEC) is a distributed computing paradigm that utilizes smart
vehicles (SVs) as computational cloudlets (edge nodes) by virtue of their inherent attributes …