A review on task scheduling techniques in cloud and fog computing: Taxonomy, tools, open issues, challenges, and future directions

ZA Khan, IA Aziz, NAB Osman, I Ullah - Ieee Access, 2023 - ieeexplore.ieee.org
Efficient task scheduling on the cloud is critical for optimal utilization of resources in data
centers. It became even more challenging with the emergence of 5G and IoT applications …

Task scheduling in fog environment—Challenges, tools & methodologies: A review

ZJK Abadi, N Mansouri, M Khalouie - Computer Science Review, 2023 - Elsevier
Even though cloud computing offers many advantages, it can be a poor choice sometimes
because of its slow response to existing requests, leading to the need for fog computing …

[HTML][HTML] DLJSF: Data-Locality Aware Job Scheduling IoT tasks in fog-cloud computing environments

E Khezri, RO Yahya, H Hassanzadeh, M Mohaidat… - Results in …, 2024 - Elsevier
Problem statement Nowadays, devices generate copious quantities of high-speed data
streams due to Internet of Things (IoT) applications. For the most part, cloud computing …

Eeoa: cost and energy efficient task scheduling in a cloud-fog framework

MS Kumar, GR Karri - Sensors, 2023 - mdpi.com
Cloud-fog computing is a wide range of service environments created to provide quick,
flexible services to customers, and the phenomenal growth of the Internet of Things (IoT) has …

An autonomic workload prediction and resource allocation framework for fog-enabled industrial IoT

M Kumar, A Kishor, JK Samariya… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has revolutionized the industrial field with numerous facilities
and advancements. The industrial IoT system demands delay-aware workload execution …

Multi-objective discrete Cuckoo search algorithm for optimization of bag-of-tasks scheduling in fog computing environment

SM Hosseini, MH Shirvani, H Motameni - Computers and Electrical …, 2024 - Elsevier
Abstract Internet of Things (IoT) applications are mostly time-sensitive and require reliable
executions. The majority of IoT applications experience low quality of service (QoS) because …

An efficient meta-heuristic resource allocation with load balancing in IoT-Fog-cloud computing environment

IZ Yakubu, M Murali - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Fog computing is considered a derivative of cloud computing that aims to reduce the huge
transmission latency and CPU time, as well as the overall cost of resource usage in the …

PGA: a new hybrid PSO and GA method for task scheduling with deadline constraints in distributed computing

K Shao, Y Song, B Wang - Mathematics, 2023 - mdpi.com
Distributed computing, eg, cluster and cloud computing, has been applied in almost all
areas for data processing, while high resource efficiency and user satisfaction are still the …

Multi-objective cost-aware bag-of-tasks scheduling optimization model for IoT applications running on heterogeneous fog environment

S Seifhosseini, MH Shirvani, Y Ramzanpoor - Computer Networks, 2024 - Elsevier
Recently introduced by CISCO, the fog computing paradigm extends cloud-based
computing services near the Internet of Things (IoT) devices to serve their applications …

Independent task scheduling algorithms in fog environments from users' and service providers' perspectives: a systematic review

AK Al-Qadhi, R Latip, R Chiong, R Athauda… - Cluster Computing, 2025 - Springer
Fog computing has been touted as a solution for the massive growth in the need for
processing Internet of Things (IoT) tasks efficiently by bringing resources closer to the edge …