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
… scheduling plays a key role, and the optimized schedule of IoT task requests can improve …
an alternative task scheduling technique for IoT requests in a cloud-fog environment based on …

An intelligent/cognitive model of task scheduling for IoT applications in cloud computing environment

S Basu, M Karuppiah, K Selvakumar, KC Li… - Future Generation …, 2018 - Elsevier
environment like cloud computing. In this paper, the problem of scheduling a set of dependent
Internet of Things (IoT) application tasks in a multiprocessor cloud environment has been …

Evolutionary algorithms to optimize task scheduling problem for the IoT based bag-of-tasks application in cloud–fog computing environment

BM Nguyen, H Thi Thanh Binh, T The Anh, D Bao Son - Applied Sciences, 2019 - mdpi.com
… In this work, we focused on task scheduling problem for BoT applications in Cloud–Fog
computing environment. The TCaS algorithm based on an evolutionary algorithm was proposed …

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
IoT applications in Fog computing environments, as shown in Figure 2, namely, application
structure, environmentalTasks within an IoT application have different properties such as …

[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
… of IoT nodes to enhance the controllability of mobile IoT nodes, … IoT nodes with constrained
computational capabilities. The scheduling of big data tasks in cloud computing environments

An application placement technique for concurrent IoT applications in edge and fog computing environments

M Goudarzi, H Wu, M Palaniswami… - … on Mobile Computing, 2020 - ieeexplore.ieee.org
tasks for execution. Considering the NP-Complete nature of application placement in fog
computing environments, … nique to assign failed tasks to appropriate servers in a timely manner. …

Intelligent workflow scheduling for Big Data applications in IoT cloud computing environments

L Abualigah, A Diabat, MA Elaziz - Cluster Computing, 2021 - Springer
… This paper presents an intelligent Big Data task scheduling approach for IoT cloud
computing applications using a hybrid Dragonfly Algorithm. The Dragonfly algorithm is a newly …

Task offloading and resource allocation algorithm based on deep reinforcement learning for distributed AI execution tasks in IoT edge computing environments

Z Aghapour, S Sharifian, H Taheri - Computer Networks, 2023 - Elsevier
… of executing tasks on low-power IoT devices, we … environment and the IoT device. Therefore,
we will have two types of computations, local computing on the IoT device and computation

A comprehensive review on Internet of Things application placement in Fog computing environment

HK Apat, R Nayak, B Sahoo - Internet of Things, 2023 - Elsevier
… to Communication ratio (CCR), ie, the ratio of computation time required by all the tasks
of IoT applications to the propagation time required for the end (source) to end device (Fog …

Reliability-enhanced task offloading in mobile edge computing environments

J Liu, A Zhou, C Liu, T Zhang, L Qi… - … Internet of Things …, 2021 - ieeexplore.ieee.org
… a mobile edge computing environment, and … task offloading of latency-sensitive IoT
applications, all IoT devices can access and completely offload all tasks of these latencysensitive IoT