Harmony: Heterogeneity-aware hierarchical management for federated learning system

C Tian, L Li, Z Shi, J Wang… - 2022 55th IEEE/ACM …, 2022 - ieeexplore.ieee.org
Federated learning (FL) enables multiple devices to collaboratively train a shared model
while preserving data privacy. However, despite its emerging applications in many areas …

Thermal-structure finite element simulation system architecture in a cloud-edge-end collaborative environment

J Liu, C Ma, S Wang - Journal of Intelligent Manufacturing, 2023 - Springer
In response to the urgent need for finite element simulation, a thermal-structure finite
element simulation system architecture is designed to shorten the simulation cycle and …

Cost-aware workflow offloading in edge-cloud computing using a genetic algorithm

S Abdi, M Ashjaei, S Mubeen - The Journal of Supercomputing, 2024 - Springer
The edge-cloud computing continuum effectively uses fog and cloud servers to meet the
quality of service (QoS) requirements of tasks when edge devices cannot meet those …

Reinforcement learning for cost-effective IoT service caching at the edge

B Huang, X Liu, Y **ang, D Yu, S Deng… - Journal of Parallel and …, 2022 - Elsevier
In the edge computing environment, Internet of Things (IoT) application service providers
can rent resources from edge servers to cache their service items such as datasets and code …

A game theory-based COVID-19 close contact detecting method with edge computing collaboration

Y Shen, B Liu, X **a, L Qi, X Xu, W Dou - Computer Communications, 2023 - Elsevier
People all throughout the world have suffered from the COVID-19 pandemic. People can be
infected after brief contact, so how to assess the risk of infection for everyone effectively is a …

Multiserver configuration for cloud service profit maximization in the presence of soft errors based on grouped grey wolf optimizer

P Cong, X Hou, M Zou, J Dong, M Chen… - Journal of Systems …, 2022 - Elsevier
With the growing demand of cloud customers for computing resources, cloud computing has
become more and more popular. As a pay-as-you-go model, cloud computing enables …

Arithmetic Study about Efficiency in Network Topologies for Data Centers

PJ Roig, S Alcaraz, K Gilly, C Bernad, C Juiz - Network, 2023 - mdpi.com
Data centers are getting more and more attention due the rapid increase of IoT deployments,
which may result in the implementation of smaller facilities being closer to the end users as …

The factors influencing the decision to accept QoS of cloud service in Palestinian education sector: A survey

M Bsharat, S Bsharat - Education and Information Technologies, 2023 - Springer
Cloud computing service has been found to be effective in increasing the capacity of Higher
Education Institutions (HEIs) since it delivers services through enhanced information …

An effective data placement strategy for IIoT applications

Z Shen, B Liu, W Dou - Concurrency and Computation: Practice …, 2024 - Wiley Online Library
With the rapid development of the Internet of things (IoT) and mobile communication
technology, the amount of data related to industrial Internet of things (IIoT) applications has …

An analysis of secure and efficient audit service for data integrity in cloud storage

A Karthikeyan, K Devaki - AIP Conference Proceedings, 2023 - pubs.aip.org
Today in fast growing development in technology leads to storage management in all
aspects. Cloud computing is one of the emerging platform which provides highly reliable …