Deadline-aware and energy-efficient IoT task scheduling in fog computing systems: A semi-greedy approach

S Azizi, M Shojafar, J Abawajy, R Buyya - Journal of network and computer …, 2022 - Elsevier
With the rapid advancement of Internet of Things (IoT) devices, a variety of IoT applications
that require a real-time response and low latency have emerged. Fog computing has …

Delay and energy aware task scheduling mechanism for fog-enabled IoT applications: A reinforcement learning approach

MR Raju, SK Mothku - Computer Networks, 2023 - Elsevier
With the expansion of the internet of things (IoT) devices and their applications, the demand
for executing complex and deadline-aware tasks is growing rapidly. Fog-enabled IoT …

An efficient population-based multi-objective task scheduling approach in fog computing systems

Z Movahedi, B Defude, AM Hosseininia - Journal of Cloud Computing, 2021 - Springer
With the rapid development of Internet of Things (IoT) technologies, fog computing has
emerged as an extension to the cloud computing that relies on fog nodes with distributed …

Saving time and cost on the scheduling of fog-based IoT applications using deep reinforcement learning approach

P Gazori, D Rahbari, M Nickray - Future Generation Computer Systems, 2020 - Elsevier
Due to the rapid growth of intelligent devices and the Internet of Things (IoT) applications in
recent years, the volume of data that is generated by these devices is increasing …

A job scheduling algorithm for delay and performance optimization in fog computing

B Jamil, M Shojafar, I Ahmed, A Ullah… - Concurrency and …, 2020 - Wiley Online Library
Due to an ever‐increasing number of Internet of Everything (IoE) devices, massive amounts
of data are produced daily. Cloud computing offers storage, processing, and analysis …

Efficient task offloading for IoT-based applications in fog computing using ant colony optimization

MK Hussein, MH Mousa - IEEE Access, 2020 - ieeexplore.ieee.org
The current thinking concerning computations required by Internet of Things (IoT)
applications is shifting toward fog computing instead of cloud computing, thereby achieving …

Deadline-aware task scheduling in a tiered IoT infrastructure

J Fan, X Wei, T Wang, T Lan… - … 2017-2017 IEEE …, 2017 - ieeexplore.ieee.org
With the proliferation of the Internet of Things (IoT), the current" cloud-only" architectures
cannot efficiently handle IoT's data processing and communications needs, while providing …

[HTML][HTML] An optimal fog-cloud offloading framework for big data optimization in heterogeneous IoT networks

S Bebortta, SS Tripathy, UM Modibbo, I Ali - Decision Analytics Journal, 2023 - Elsevier
Executing complex and time-sensitive operations has become difficult due to the increased
acceptance of Internet of Things (IoT) devices and IoT-generated big data, which can result …

Energy and task completion time trade-off for task offloading in fog-enabled IoT networks

OK Shahryari, H Pedram, V Khajehvand… - Pervasive and Mobile …, 2021 - Elsevier
In order to improve the quality of experience in executing computation-intensive tasks of real-
time IoT applications in a fog-enabled IoT network, resource-constrained IoT devices can …

An energy aware task scheduling model using ant-mating optimization in fog computing environment

S Ghanavati, J Abawajy, D Izadi - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Fog computing has become a platform of choice for executing emerging applications with
low latency requirements. Since the devices in fog computing tend to be resource constraint …