Resource allocation and task scheduling in fog computing and internet of everything environments: A taxonomy, review, and future directions

B Jamil, H Ijaz, M Shojafar, K Munir… - ACM Computing Surveys …, 2022 - dl.acm.org
The Internet of Everything paradigm is being rapidly adopted in developing applications for
different domains like smart agriculture, smart city, big data streaming, and so on. These IoE …

Combining federated learning and edge computing toward ubiquitous intelligence in 6G network: Challenges, recent advances, and future directions

Q Duan, J Huang, S Hu, R Deng… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Full leverage of the huge volume of data generated on a large number of user devices for
providing intelligent services in the 6G network calls for Ubiquitous Intelligence (UI). A key to …

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 …

Scheduling IoT applications in edge and fog computing environments: A taxonomy and future directions

M Goudarzi, M Palaniswami, R Buyya - ACM Computing Surveys, 2022 - dl.acm.org
Fog computing, as a distributed paradigm, offers cloud-like services at the edge of the
network with low latency and high-access bandwidth to support a diverse range of IoT …

[HTML][HTML] Deep reinforcement learning-based scheduling for optimizing system load and response time in edge and fog computing environments

Z Wang, M Goudarzi, M Gong, R Buyya - Future Generation Computer …, 2024 - Elsevier
Edge/fog computing, as a distributed computing paradigm, satisfies the low-latency
requirements of ever-increasing number of IoT applications and has become the …

Hybrid heuristic algorithm for cost-efficient QoS aware task scheduling in fog–cloud environment

SM Hussain, GR Begh - Journal of Computational Science, 2022 - Elsevier
Fog cloud computing promotes the combination of fog and cloud nodes to satisfy the
requests of data accessing from IoT (Internet of Things) devices. To reduce the data delay …

IKH-EFT: An improved method of workflow scheduling using the krill herd algorithm in the fog-cloud environment

N Khaledian, K Khamforoosh, S Azizi… - … : Informatics and Systems, 2023 - Elsevier
Given the increase diversity of smart devices and objectives of the application management
such as energy consumption, makespan users expect their requests to be responded to in …

Resource scheduling methods in cloud and fog computing environments: a systematic literature review

A Rahimikhanghah, M Tajkey, B Rezazadeh… - Cluster …, 2022 - Springer
In recent years, cloud computing can be considered an emerging technology that can share
resources with users. Because cloud computing is on-demand, efficient use of resources …

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 …

Genetic-based algorithm for task scheduling in fog–cloud environment

A Khiat, M Haddadi, N Bahnes - Journal of Network and Systems …, 2024 - Springer
Over the past few years, there has been a consistent increase in the number of Internet of
Things (IoT) devices utilizing Cloud services. However, this growth has brought about new …