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Design, simulation and testing of a cloud platform for sharing digital fabrication resources for education
Springer Science and Business Media LLC - Tập 8 - Trang 1-22 - 2019
Cloud and IoT technologies have the potential to support applica- tions that are not strictly limited to technical fields. This paper shows how digital fabrication laboratories (Fab Labs) can leverage cloud technologies to enable resource sharing and provide remote access to distributed expensive fabrication resources over the internet. We call this new concept Fabrication as a Service (FaaS), sin......
Artificial intelligence and edge computing for teaching quality evaluation based on 5G-enabled wireless communication technology
Springer Science and Business Media LLC - Tập 12 - Trang 1-17 - 2023
Cloud computing and artificial intelligence are now widely used for classroom teaching in higher learning institutes. The digital teaching supported to ICT technologies in colleges serves as a central point for the advancement of modern education; and has become as a mode of instruction and an approach to teaching. Digital teaching has emerged as a major driving force in the advancement of digital......
A framework for cloud-based context-aware information services for citizens in smart cities
Springer Science and Business Media LLC - Tập 3 - Trang 1-17 - 2014
In the context of smart cities, public participation and citizen science are key ingredients for informed and intelligent planning decisions and policy-making. However, citizens face a practical challenge in formulating coherent information sets from the large volumes of data available to them. These large data volumes materialise due to the increased utilisation of information and communication t......
Using genetic algorithms to find optimal solution in a search space for a cloud predictive cost-driven decision maker
Springer Science and Business Media LLC - Tập 7 - Trang 1-21 - 2018
In a cloud computing environment there are two types of cost associated with the auto-scaling systems: resource cost and Service Level Agreement (SLA) violation cost. The goal of an auto-scaling system is to find a balance between these costs and minimize the total auto-scaling cost. However, the existing auto-scaling systems neglect the cloud client’s cost preferences in minimizing the total auto......
Efficient 3D object recognition in mobile edge environment
Springer Science and Business Media LLC - Tập 11 - Trang 1-16 - 2022
3D object recognition has great research and application value in the fields of automatic drive, virtual reality, and commercial manufacturing. Although various deep models have been exploited and achieved remarkable results for 3D object recognition, their computational cost is too high for most mobile applications. This paper combines edge computing and 3D object recognition into a powerful and ......
CRUPA: collusion resistant user revocable public auditing of shared data in cloudAbstract Cloud repository is one of the most important services afforded by Cloud Computing where information is preserved, maintained, archived in distant servers and made available to the users over the Internet. Provided with the cloud repository facilities, customers can organize themselves as a cluster and distribute information with one another. In order to al... ...
Springer Science and Business Media LLC - Tập 9 Số 1 - 2020
RNA-RBP interactions recognition using multi-label learning and feature attention allocationAbstract In this study, we present a sophisticated multi-label deep learning framework for the prediction of RNA-RBP (RNA-binding protein) interactions, a critical aspect in understanding RNA functionality modulation and its implications in disease pathogenesis. Our approach leverages machine learning to develop a rapid and cost-efficient predictive model for these ... ...
Springer Science and Business Media LLC - Tập 13 Số 1
A decision framework for placement of applications in clouds that minimizes their carbon footprint
Springer Science and Business Media LLC - Tập 2 - Trang 1-13 - 2013
Cloud computing gives users much freedom on where they host their computation and storage. However the CO2 emission of a job depends on the location and the energy efficiency of the data centers where it is run. We developed a decision framework that determines to move computation with accompanying data from a local to a greener remote data center for lower CO2 emissions. The model underlying the ......
LAE-GAN: a novel cloud-based Low-light Attention Enhancement Generative Adversarial Network for unpaired text imagesAbstract With the widespread adoption of mobile multimedia devices, the deployment of compute-intensive inference tasks on edge and resource-constrained devices, particularly in the context of low-light text detection, remains a formidable challenge. Existing deep learning approaches have shown limited effectiveness in restoring images for extremely dark scenes. To ... ...
Springer Science and Business Media LLC -
Investigating performance metrics for container-based HPC environments using x86 and OpenPOWER systems
Springer Science and Business Media LLC - Tập 12 - Trang 1-27 - 2023
Container-based High-Performance Computing (HPC) is changing the way computation is performed and reproduced without sacrificing the raw performance compared to hypervisor-assisted virtualization technologies. It primarily supports continuously evolving data-intensive applications such as computational fluid dynamics, seismic tomography, molecular biology, and Proteomics. OpenPOWER systems, unlike......
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