AI-based fog and edge computing: A systematic review, taxonomy and future directions

S Iftikhar, SS Gill, C Song, M Xu, MS Aslanpour… - Internet of Things, 2023 - Elsevier
Resource management in computing is a very challenging problem that involves making
sequential decisions. Resource limitations, resource heterogeneity, dynamic and diverse …

A manifesto for future generation cloud computing: Research directions for the next decade

R Buyya, SN Srirama, G Casale, R Calheiros… - ACM computing …, 2018 - dl.acm.org
The Cloud computing paradigm has revolutionised the computer science horizon during the
past decade and has enabled the emergence of computing as the fifth utility. It has captured …

Mobility-aware application scheduling in fog computing

LF Bittencourt, J Diaz-Montes, R Buyya… - IEEE Cloud …, 2017 - ieeexplore.ieee.org
Fog computing provides a distributed infrastructure at the edges of the network, resulting in
low-latency access and faster response to application requests when compared to …

Issues and challenges of load balancing techniques in cloud computing: A survey

P Kumar, R Kumar - ACM computing surveys (CSUR), 2019 - dl.acm.org
With the growth in computing technologies, cloud computing has added a new paradigm to
user services that allows accessing Information Technology services on the basis of pay-per …

Cloud computing resource scheduling and a survey of its evolutionary approaches

ZH Zhan, XF Liu, YJ Gong, J Zhang… - ACM Computing …, 2015 - dl.acm.org
A disruptive technology fundamentally transforming the way that computing services are
delivered, cloud computing offers information and communication technology users a new …

AI-empowered fog/edge resource management for IoT applications: A comprehensive review, research challenges and future perspectives

GK Walia, M Kumar, SS Gill - IEEE Communications Surveys & …, 2023 - ieeexplore.ieee.org
The proliferation of ubiquitous Internet of Things (IoT) sensors and smart devices in several
domains embracing healthcare, Industry 4.0, transportation and agriculture are giving rise to …

ENORM: A framework for edge node resource management

N Wang, B Varghese, M Matthaiou… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Current computing techniques using the cloud as a centralised server will become
untenable as billions of devices get connected to the Internet. This raises the need for fog …

A secure and multiobjective virtual machine placement framework for cloud data center

D Saxena, I Gupta, J Kumar, AK Singh… - IEEE Systems …, 2021 - ieeexplore.ieee.org
To facilitate cost-effective and elastic computing benefits to the cloud users, the energy-
efficient and secure allocation of virtual machines (VMs) plays a significant role at the data …

Machine learning (ML)-centric resource management in cloud computing: A review and future directions

T Khan, W Tian, G Zhou, S Ilager, M Gong… - Journal of Network and …, 2022 - Elsevier
Cloud computing has rapidly emerged as a model for delivering Internet-based utility
computing services. Infrastructure as a Service (IaaS) is one of the most important and …

VNF-P: A model for efficient placement of virtualized network functions

H Moens, F De Turck - 10th international conference on …, 2014 - ieeexplore.ieee.org
Network Functions Virtualization (NFV) is an upcoming paradigm where network
functionality is virtualized and split up into multiple building blocks that can be chained …