[HTML][HTML] Research allocation in mobile volunteer computing system: Taxonomy, challenges and future work

P Ma, S Garg, M Barika - Future Generation Computer Systems, 2024 - Elsevier
The rise of mobile devices and the Internet of Things has generated vast data which require
efficient processing methods. Volunteer Computing (VC) is a distributed network that utilises …

Online scheduling algorithms for unbiased distributed learning over wireless edge networks

J Pang, Z Han, R Zhou, H Tan, Y Cao - Journal of Systems Architecture, 2022 - Elsevier
To realize smart IoT services, such as intelligent video surveillance, smart city and
autonomous driving, tremendous amount of distributed machine learning jobs will train …

Resource allocation in cloud computing using genetic algorithm and neural network

M Manavi, Y Zhang, G Chen - 2023 IEEE 8th International …, 2023 - ieeexplore.ieee.org
Cloud computing is one of the most used distributed systems for data processing and data
storage. Due to the continuous increase in the size of the data processed by cloud …

Price-aware service deployment in hierarchical mobile-edge computing

J Huang, A Zhou, S Wang - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Mobile-edge computing (MEC) is considered as a promising solution to release pressure on
the core network and reduce service response time. Edge nodes with storage and …

Quality-of-experience-aware incentive mechanism for workers in mobile device cloud

S Saha, MA Habib, T Adhikary, MA Razzaque… - IEEE …, 2021 - ieeexplore.ieee.org
Mobile device cloud (MDC) is a collaborative cloud computing platform over which
neighboring smart devices form an alliance of shared resources to mitigate resource-scarcity …

A computation task offloading scheme based on mobile-cloud and edge computing for wbans

R Zhang, C Zhou - ICC 2022-IEEE International Conference on …, 2022 - ieeexplore.ieee.org
The rapid development of Wireless Body Area Networks (WBANs) has brought revolutionary
changes to the healthcare system. However, due to the shortcomings of the sink node with …

Cost-minimized computation offloading of online multifunction services in collaborative edge-cloud networks

C Feng, P Han, X Zhang, Q Zhang… - … on Network and …, 2022 - ieeexplore.ieee.org
Cloud Computing (CC) is powerful for the computation offloading of services, promoting the
implementation of various modern applications. Mobile Edge Computing (MEC) can provide …

HeteFL: Network-aware federated learning optimization in heterogeneous MEC-enabled Internet of Things

J He, S Guo, D Qiao, L Yi - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Federated learning (FL) is an effective paradigm for training a machine-learning model
based on data distributed at a large quantity of users in Internet of Things (IoT) without …

Combinatorial double auction for resource allocation with differential privacy in edge computing

X Jiang, Y Sun, B Liu, W Dou - Computer Communications, 2022 - Elsevier
Application service providers deploy their services by purchasing certain edge computing
resources from edge service providers. In this way, they can offer computing or storage …

Workflow scheduling using hybrid PSO-GA algorithm in serverless edge computing for the Internet of Things

R Xie, D Gu, Q Tang, T Huang… - 2022 IEEE 95th Vehicular …, 2022 - ieeexplore.ieee.org
In this paper, we design a task scheduling scheme for Internet of Things (IoT) workflow
applications in serverless edge computing. Notice the fact that complex applications in …