Investigation into the effect of data reduction in offloadable task for distributed IoT-fog-cloud computing

NE Nwogbaga, R Latip, LS Affendey… - Journal of Cloud …, 2021 - Springer
With the increasing level of IoT applications, computation offloading is now undoubtedly vital
because of the IoT devices limitation of processing capability and energy. Computation …

Implementation analysis of IoT-based offloading frameworks on cloud/edge computing for sensor generated big data

K Bajaj, B Sharma, R Singh - Complex & Intelligent Systems, 2022 - Springer
Abstract The Internet of Things (IoT) applications and services are increasingly becoming a
part of daily life; from smart homes to smart cities, industry, agriculture, it is penetrating …

Optimizing the computational offloading decision in cloud-fog environment

MI Bala, MA Chishti - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Internet of Things is set to revolutionize our lives and it has already penetrated every sphere
of our lives. However, IoT applications are in need of various resources like compute …

Autonomic computation offloading in mobile edge for IoT applications

MGR Alam, MM Hassan, MZI Uddin, A Almogren… - Future Generation …, 2019 - Elsevier
Computation offloading is a protuberant elucidation for the resource-constrained mobile
devices to accomplish the process demands high computation capability. The mobile cloud …

Fuzzy-logic-based decision engine for offloading iot application using fog computing

NM Dhanya, G Kousalya, P Balarksihnan… - Handbook of Research …, 2018 - igi-global.com
Mobile is getting increasingly popular and almost all applications are shifting into
smartphones. Even though lots of advantages are there for smartphones, they are …

A review on task offloading mechanism for iot edge fog cloud data interplay

P Gupta, R Sharma, S Gupta - 2022 IEEE Delhi Section …, 2022 - ieeexplore.ieee.org
In many cyber-physical systems (CSP) based applications such as health care, smart grid,
traffic management, etc., the data measurements are used for the asset or structural health …

Advanced optimization technique for scheduling IoT tasks in cloud-fog computing environments

M Abd Elaziz, L Abualigah, I Attiya - Future Generation Computer Systems, 2021 - Elsevier
Cloud-fog computing frameworks are emerging paradigms developed to add benefits to the
current Internet of Things (IoT) architectures. In such frameworks, task scheduling plays a …

Data flow and distributed deep neural network based low latency IoT-edge computation model for big data environment

S Sankaranarayanan, JJPC Rodrigues… - … Applications of Artificial …, 2020 - Elsevier
The trillion-fold increase in computing power brings the accessibility of deep learning to
everyone. Deep learning offers precise information almost all the time when compared to …

Joint optimization of computation offloading, data compression, energy harvesting, and application scenarios in fog computing

W Bai, Z Ma, Y Han, M Wu, Z Zhao, M Li… - IEEE Access, 2021 - ieeexplore.ieee.org
Fog computing is considered to be an effective method to solve the problem of high latency
and high energy consumption of IoT devices. A suitable computation offloading strategy can …

Research on the optimization of IIoT data processing latency

W Liu, G Huang, A Zheng, J Liu - Computer communications, 2020 - Elsevier
As for data processing, data should be sent to cloud, stored and computed. Usually, the
amount of data is huge enough for higher latency of processing. In addition, the mobility of …