[PDF][PDF] Solar Power Plants Anomaly Detection Using Machine Learning

M Ibrahim, A Alsheikh, FM Awaysheh, MD Alshehri - Energies, 2022 - academia.edu
The rapid industrial growth in solar energy is gaining increasing interest in renewable power
from smart grids and plants. Anomaly detection in photovoltaic (PV) systems is a demanding …

Big Data Analytics from the Rich Cloud to the Frugal Edge

FM Awaysheh, R Tommasini… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Modern systems and applications generate and consume an enormous amount of data from
different sources, including mobile edge computing and IoT systems. Our ability to locate …

Gnn transformation framework for improving efficiency and scalability

S Maekawa, Y Sasaki, G Fletcher… - Joint European Conference …, 2022 - Springer
We propose a framework that automatically transforms non-scalable GNNs into
precomputation-based GNNs which are efficient and scalable for large-scale graphs. The …

An instance-based deep transfer learning approach for resource-constrained environments

G Kimutai, A Förster - Proceedings of the ACM SIGCOMM Workshop on …, 2022 - dl.acm.org
Although Deep Learning (DL) is revolutionising practices across fields, it requires a large
amount of data and computing resources, requires considerable training time, and is thus …

Distributed Storage Infrastructure: Foundations, Analytics, Tools, and Applications

YS Patel, P Kumar, R Yadav, R Misra - Recent Advancements in ICT …, 2022 - Springer
The rapidly shifting technology landscape has allowed organizations to acquire the benefits
of streamlined processes and cost-efficient operations. However, the availability of data from …

Blockchain Based Access Control System for Internet of Things Devices

SS Khapre, R Ganeshan - International Journal of Intelligent Systems and …, 2023 - ijisae.org
Abstract The dispersed Internet of Things (IoT) poses several security and privacy
challenges due to its architecture and fast, massive growth. The management of access is …

MapReduce na AWS: Uma Análise de Custos Computacionais Utilizando os Serviços FaaS e IaaS

R Campbell, AL Nunes, C Boeres… - Anais do XXIII …, 2022 - sol.sbc.org.br
Serviços da nuvem oferecem facilidades computacionais bem estabelecidas. Na busca de
eficiência para executar aplicações do tipo MapReduce, que lidam com grandes …

Transwarp Data Cloud: A Stable, Efficient, and Intelligent Data Application Cloud Platform

H Yang, W Liu, C Liu, T Wang… - 2022 IEEE 7th …, 2022 - ieeexplore.ieee.org
Large value hidden in Big Data has motivated enterprises to transform from information
technology magnates to data technology magnates. Cloud computing and artificial …

Arabic Question Answering System for Information Retrieval on Large-scale Image Objects

S Al-Zubi, FM Awaysheh… - … Conference on Intelligent …, 2021 - ieeexplore.ieee.org
The image objects retrieval modeling focused on discovering the images contained within
each document based on a specific “object” statistic. In this study, we introduce the potential …

Integration and refinement of Electrical power acquisition and marketing based on the Internet of Things

R Hussam, MA Alkhafaji, SR Alatba… - 2023 International …, 2023 - ieeexplore.ieee.org
In this age of rapid economic expansion and pervasive intelligence, intelligence collection
regarding a country's energy grid is encouraged. The article proposes a system for gathering …