An Efficient Approach to Extract and Store Big Semantic Web Data Using Hadoop and Apache Spark GraphX by Wria Mohammed Salih Mohammed, Alaa Khalil Jumaa

“…Furthermore, the proposed techniques improve the data storage efficiency by reducing the amount of storage space by half when converting from Semantic Web Data to a GraphX file, meaning the RDF size is around 133.8 and GraphX is 75.3. …”
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Replication-Based Query Management for Resource Allocation Using Hadoop and MapReduce over Big Data by Ankit Kumar, Neeraj Varshney, Surbhi Bhatiya, Kamred Udham Singh

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DARE: A decentralized association rules extraction scheme for embedded data sets in distributed IoT devices by Márcio Alencar, Raimundo Barreto, Horácio Fernandes, Eduardo Souto, Richard Pazzi

“…Performing knowledge extraction in a decentralized approach is a computational challenge considering the tight storage and processing constraints of IoT devices, unlike deep learning, which demands a massive amount of data, memory, and processing capability. …”
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Online and Offline Identification of False Data Injection Attacks in Battery Sensors Using a Single Particle Model by Victoria A. O'Brien, Vittal S. Rao, Rodrigo D. Trevizan

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Optimal Information Hiding: Advanced Bitstream-Based Watermarking for Secure and Efficient Integration of Image Data in Digital Videos by null Ramyashree, Venugopala P. S., Raghavendra S., null Sarojadevi

“…In order to assess the quality of the bitstream video watermarking technique, the peak signal-to-noise ratio (PSNR), structural similarity index (SSIM), and normalized correlation coefficient (NCC) are computed and examined by the testing data. The suggested model achieved a PSNR value up to 32.52 dB, SSIM value up to 0.97, and NCC value is 1. …”
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EM Database v1.0: A benchmark informatics platform for data-driven discovery of energetic materials by Xin Huang, Wen Qian, Jian Liu, Jun-hong Zhou, Chao-yang Zhang

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Tributary by James Davoll, Paul Dolan, Pete Howson

“…Tributary explores covert, 'black-boxed' data centres (remote and highly secure sites) by tracking water and geothermal sources to the infrastructure required to power and house these physical locations of intensive computational processing. …”
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Privacy-Enhanced Data Sharing Systems from Hierarchical ID-Based Puncturable Functional Encryption with Inner Product Predicates by Cheng-Yi Lee, Zi-Yuan Liu, Masahiro Mambo, Raylin Tso

“…The emergence of cloud computing enables users to upload data to remote clouds and compute them. …”
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A Novel Massive Big Data Analysis of Educational Examination Research Using a Linear Mixed-Effects Model by Jing Zhao, Yiwen Wang

“…Experimental results have shown that the proposed model can not only effectively improve the efficiency of test data acquisition and storage but also reduce the computational burden and the memory usage, solve the problem of insufficient memory, and increase the calculation speed.…”
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From Bench to Brain: A Metadata-driven Approach to Research Data Management in a Collaborative Neuroscientific Research Center by Marlene Pacharra, Tobias Otto, Nina Olivia Caroline Winter

“…Critical steps in RDM are the agreement and implementation of common standards for metadata and data storage. The practice paper outlines the approach of the interdisciplinary Collaborative Research Center (CRC) 1280 ‘Extinction Learning’ with 81 researchers from biology, psychology, medicine, and computational neuroscience across four different institutions. …”
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Mode Optimization and Rule Management of Intellectual Property Rights Protection of Educational Resource Data Based on Machine Learning Algorithm by Jiawei Cao

“…The results show that the machine learning technology can build a subject-oriented, highly integrated, and time-changing educational resource data storage environment; the comprehensive, analysis-oriented decision-supporting system formed by machine learning can give full play to the potential role of data integration and value discovery and is therefore of great significance for the intellectual property expression and protection of integrated and complexly-related educational resource data. …”
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An Optimized Method for Batch Recovery Based on Erasure Coding in Heterogeneous Network by Ying Song, Jialin Liu, Yingai Tian, Bo Wang

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A HOMER-Aided Study for PV System Design and Cost Analysis for a College Campus in Baghdad by Luqman Q. Ibrahim, Ahmed J. Abid, Adel A. Obed, Ameer L. Saleh, Reheel J. Hassoon

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SpikeDroidDB: AN INFORMATION SYSTEM FOR ANNOTATION OF MORPHOMETRIC CHARACTERISTICS OF WHEAT SPIKE by M. A. Genaev, E. G. Komyshev, Fu Hao, V. S. Koval, N. P. Goncharov, D. A. Afonnikov

“…The interface provides a flexible query system to access the data. SpikeDroidDB represents an interconnected representation between genotype, phenotype, location, and growing conditions. …”
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Summary of the 2023 (1st edition) Report of TCEP (Tracking Clean Energy Progress) by the International Energy Agency (IEA), and Proposed Process for Computing a Single Aggregate Ra... by Marzouk Osama A.

“…We propose a quantitative aggregate numerical score to describe the overall progress in the global clean energy transition as reflected by the TCEP components, and we compute it as 2.23/4 (or 55.7%). Finally, we present selected historical records (based on IEA data) about the three satisfactory components of TCEP for the global clean energy transition.…”
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Efficient FPGA based architecture for high‐order FIR filtering using simultaneous DSP and LUT reduced utilization by Mountassar Maamoun, Adnane Hassani, Samir Dahmani, Hocine Ait Saadi, Ghania Zerari, Noureddine Chabini, Rachid Beguenane

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A Double Resistive–Capacitive Approach for the Analysis of a Hybrid Battery–Ultracapacitor Integration Study by Adrian Chmielewski, Piotr Piórkowski, Krzysztof Bogdziński, Paweł Krawczyk, Jakub Lorencki, Artur Kopczyński, Jakub Możaryn, Ramon Costa-Castelló, Stepan Ozana

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Blockchain-Assisted Hierarchical Attribute-Based Encryption Scheme for Secure Information Sharing in Industrial Internet of Things by A. Sasikumar, Logesh Ravi, Malathi Devarajan, A. Selvalakshmi, Abdulaziz Turki Almaktoom, Abdulaziz S. Almazyad, Guojiang Xiong, Ali Wagdy Mohamed

“…In addition, we developed a blockchain-integrated data-sharing scheme that makes it possible for users to share data via the use of edge and cloud storage. …”
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Refactoring BZIP2 on the new‐generation sunway supercomputer by Xiaohui Liu, Zekun Yin, Haodong Tian, Wubing Wan, Mengyuan Hua, Wenlai Zhao, Zhenchun Huang, Ping Gao, Fangjin Zhu, Hua Wang, Xiaohui Duan

“…However, the ever‐expanding scales of scientific simulations pose challenges for efficient data I/O and storage. The data compression technology has garnered significant attention as a solution to reduce data transmission and storage costs while enhancing performance. …”
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Simulations of large-scale zero boiloff, densification, and solidification of hydrogen by Colin P. Mahony, Jeffrey G. Marchetta, Adam M. Swanger

“…The simulations were performed using a commercially available Computational Fluid Dynamics (CFD) pressure-based mass and momentum flow model and an enthalpy-porosity energy model. …”
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