[HTML][HTML] A review on offloading in fog-based Internet of Things: Architecture, machine learning approaches, and open issues

K Lone, SA Sofi - High-Confidence Computing, 2023 - Elsevier
There is an exponential increase in the number of smart devices, generating helpful
information and posing a serious challenge while processing this huge data. The processing …

Mobility-aware computation offloading in edge computing using machine learning

EF Maleki, L Mashayekhy… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Cloudlets are resource-rich computing infrastructures of edge computing that are located at
physical proximity of users to provide one-hop, high-bandwidth wireless access to additional …

A bifactor approximation algorithm for cloudlet placement in edge computing

D Bhatta, L Mashayekhy - IEEE Transactions on Parallel and …, 2021 - ieeexplore.ieee.org
Emerging applications with low-latency requirements such as real-time analytics, immersive
media applications, and intelligent virtual assistants have rendered Edge Computing as a …

A novel distributed task scheduling framework for supporting vehicular edge intelligence

K Yang, P Sun, J Lin, A Boukerche… - 2022 IEEE 42nd …, 2022 - ieeexplore.ieee.org
In recent years, data-driven intelligent transportation systems (ITS) have developed rapidly
and brought various AI-assisted applications to improve traffic efficiency. However, these …

Computation offloading and service allocation in mobile edge computing

C Li, Q Cai, C Zhang, B Ma, Y Luo - The Journal of Supercomputing, 2021 - Springer
The intensive mobile data traffic poses a great challenge for energy-constrained mobile
devices. In the mobile edge environment, effective computing offloading and resource …

Revolutionizing load harmony in edge computing networks with probabilistic cellular automata and Markov decision processes

D Sahu, Nidhi, R Chaturvedi, S Prakash, T Yang… - Scientific Reports, 2025 - nature.com
In general, edge computing networks are based on a distributed computing environment
and hence, present some difficulties to obtain an appropriate load balancing, especially …

PROMO: PROactive MObility-support model for task scheduling in fog computing

N Kaur, A Kumar, R Kumar - International Journal of Computers …, 2022 - Taylor & Francis
In fog computing, closer proximity of fog devices to the end-user provides several benefits,
such as reduced End-to-End (E2E) delay and better Quality of Service (QoS). Although, fog …

Energy-efficient multiuser and multitask computation offloading optimization method

M Pan, Z Li, J Qian - Intelligent and Converged Networks, 2023 - ieeexplore.ieee.org
For dynamic application scenarios of Mobile Edge Computing (MEC), an Energy-efficient
Multiuser and Multitask Computation Offloading (EMMCO) optimization method is proposed …

Truthful computation offloading mechanisms for edge computing

W Ma, L Mashayekhy - … on Cyber Security and Cloud Computing …, 2020 - ieeexplore.ieee.org
Edge computing (EC) is a promising paradigm providing a distributed computing solution for
users at the edge of the network. Preserving satisfactory quality of experience (QoE) for …

e‐TOALB: An efficient task offloading in IoT‐fog networks

K Lone, SA Sofi - Concurrency and Computation: Practice and …, 2024 - Wiley Online Library
Smart devices are concerned about the processing and computation of tasks due to their tiny
nature. They prefer to offload their tasks to the cloud for processing and computation. Due to …