Offloading using traditional optimization and machine learning in federated cloud–edge–fog systems: A survey

B Kar, W Yahya, YD Lin, A Ali - IEEE Communications Surveys …, 2023 - ieeexplore.ieee.org
The huge amount of data generated by the Internet of Things (IoT) devices needs the
computational power and storage capacity provided by cloud, edge, and fog computing …

A survey of profit optimization techniques for cloud providers

P Cong, G Xu, T Wei, K Li - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
As the demand for computing resources grows, cloud computing becomes more and more
popular as a pay-as-you-go model, in which the computing resources and services are …

Price-based resource allocation for edge computing: A market equilibrium approach

DT Nguyen, LB Le, V Bhargava - IEEE Transactions on Cloud …, 2018 - ieeexplore.ieee.org
The emerging edge computing paradigm promises to deliver superior user experience and
enable a wide range of Internet of Things (IoT) applications. In this paper, we propose a new …

Energy-aware scheduling of mapreduce jobs for big data applications

L Mashayekhy, MM Nejad, D Grosu… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
The majority of large-scale data intensive applications executed by data centers are based
on MapReduce or its open-source implementation, Hadoop. Such applications are executed …

Towards trustworthy multi-cloud services communities: A trust-based hedonic coalitional game

OA Wahab, J Bentahar, H Otrok… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The prominence of cloud computing led to unprecedented proliferation in the number of web
services deployed in cloud data centers. In parallel, service communities have gained …

A market-based framework for multi-resource allocation in fog computing

DT Nguyen, LB Le, VK Bhargava - IEEE/ACM Transactions on …, 2019 - ieeexplore.ieee.org
Fog computing is transforming the network edge into an intelligent platform by bringing
storage, computing, control, and networking functions closer to end users, things, and …

Stable federated fog formation: An evolutionary game theoretical approach

A Hammoud, H Otrok, A Mourad, Z Dziong - Future Generation Computer …, 2021 - Elsevier
Instability within fog federations is considered as a serious problem that degrades the
performance of the provided services. The latter may affect the service availability due to fog …

Cloud federation formation using genetic and evolutionary game theoretical models

A Hammoud, A Mourad, H Otrok, OA Wahab… - Future Generation …, 2020 - Elsevier
This paper proposes an approach based on genetic algorithms and evolutionary game
theory in order to study the problem of forming highly profitable federated clouds, while …

Proactive fault-tolerance technique to enhance reliability of cloud service in cloud federation environment

BK Ray, A Saha, S Khatua, S Roy - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Cloud federation is a new computing paradigm that has paved the way for cloud service
providers (CSPs) to offer their unused resources (virtual machine) to other CSPs when their …

A survey on offloading in federated cloud-edge-fog systems with traditional optimization and machine learning

B Kar, W Yahya, YD Lin, A Ali - arXiv preprint arXiv:2202.10628, 2022 - arxiv.org
The huge amount of data generated by the Internet of things (IoT) devices needs the
computational power and storage capacity provided by cloud, edge, and fog computing …