Deep learning models for cloud, edge, fog, and IoT computing paradigms: Survey, recent advances, and future directions

S Ahmad, I Shakeel, S Mehfuz, J Ahmad - Computer Science Review, 2023‏ - Elsevier
In recent times, the machine learning (ML) community has recognized the deep learning
(DL) computing model as the Gold Standard. DL has gradually become the most widely …

[HTML][HTML] All one needs to know about fog computing and related edge computing paradigms: A complete survey

A Yousefpour, C Fung, T Nguyen, K Kadiyala… - Journal of Systems …, 2019‏ - Elsevier
Abstract With the Internet of Things (IoT) becoming part of our daily life and our environment,
we expect rapid growth in the number of connected devices. IoT is expected to connect …

A survey on end-edge-cloud orchestrated network computing paradigms: Transparent computing, mobile edge computing, fog computing, and cloudlet

J Ren, D Zhang, S He, Y Zhang, T Li - ACM Computing Surveys (CSUR), 2019‏ - dl.acm.org
Sending data to the cloud for analysis was a prominent trend during the past decades,
driving cloud computing as a dominant computing paradigm. However, the dramatically …

Survey on fog computing: architecture, key technologies, applications and open issues

P Hu, S Dhelim, H Ning, T Qiu - Journal of network and computer …, 2017‏ - Elsevier
The emergence of Internet of Things (IoT) has enabled the interconnection and
intercommunication among massive ubiquitous things, which caused an unprecedented …

Fog computing: A taxonomy, survey and future directions

R Mahmud, R Kotagiri, R Buyya - Internet of everything: algorithms …, 2018‏ - Springer
In recent years, the number of Internet of Things (IoT) devices/sensors has increased to a
great extent. To support the computational demand of real-time latency-sensitive …

Fog computing: A taxonomy, systematic review, current trends and research challenges

J Singh, P Singh, SS Gill - Journal of Parallel and Distributed Computing, 2021‏ - Elsevier
There has been rapid development in the number of Internet of Things (IoT) connected
nodes and devices in our daily life in recent times. With this increase in the number of …

Fog computing for the internet of things: Security and privacy issues

A Alrawais, A Alhothaily, C Hu… - IEEE Internet …, 2017‏ - ieeexplore.ieee.org
The inherent characteristics of Internet of Things (IoT) devices, such as limited storage and
computational power, require a new platform to efficiently process data. The concept of fog …

Mobile edge computing, fog et al.: A survey and analysis of security threats and challenges

R Roman, J Lopez, M Mambo - Future Generation Computer Systems, 2018‏ - Elsevier
For various reasons, the cloud computing paradigm is unable to meet certain requirements
(eg low latency and jitter, context awareness, mobility support) that are crucial for several …

Security and trust issues in fog computing: A survey

PY Zhang, MC Zhou, G Fortino - Future Generation Computer Systems, 2018‏ - Elsevier
Fog computing uses one or more collaborative end users or near-user edge devices to
perform storage, communication, control, configuration, measurement and management …

Fog computing security: a review of current applications and security solutions

S Khan, S Parkinson, Y Qin - Journal of Cloud Computing, 2017‏ - Springer
Fog computing is a new paradigm that extends the Cloud platform model by providing
computing resources on the edges of a network. It can be described as a cloud-like platform …