Search Results - "distributed data processing"

Implementing molecular dynamics on hybrid high performance computers – Particle–particle particle-mesh by Brown, W. Michael, Kohlmeyer, Axel, Plimpton, Steven J., Tharrington, Arnold N.

“…The use of accelerators such as graphics processing units (GPUs) has become popular in scientific computing applications due to their low cost, impressive…”
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Development of a Common Data Model for a Multisite and Multiyear Study of Virtual Visit Implementation: A Case Study by Roblin, Douglas W, Rubenstein, Kevin B, Tavel, Heather M, Goodrich, Glenn K, Ritzwoller, Debra P, Certa, Julia M, Basra, Sundeep S, Weinfield, Nancy S, Cromwell, Lee A, McDonald, Bennett, Davis, Teaniese L, Gander, Jennifer C, McCracken, Courtney E

“…In multisite studies, a common data model (CDM) standardizes dataset organization, variable definitions, and variable code structures and can support…”
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A Survey on IoT Big Data Analytic Systems: Current and Future by Sasaki, Yuya

“…The Internet of Things (IoT) has become widespread around the world. Since a large number of diverse devices, such as vehicles, household electrical…”
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HydroRTC: A web-based data transfer and communication library for collaborative data processing and sharing in the hydrological domain by Erazo Ramirez, Carlos, Sermet, Yusuf, Shahid, Muneeb, Demir, Ibrahim

“…The exponential growth in data generated by satellites, radars, sensors, and analysis and reanalysis from model outputs for the hydrological domain requires…”
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Identification of Unusual Events for Smart City Surveillance-A Federated Approach by Qamar, Tehreem, Zakaria Bawany, Narmeen, Hussain Mughal, Muhammad

“…With the advent of innovative technologies, smart city video surveillance systems are prevailing increasingly. These systems collect extensive amounts of data…”
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High Performance Distributed Data Processing Architecture for AI-Based Multivariate Arctic Geospatial Predictive Weather Modeling by Moradi, Meisam Shayegh, Foerster, Kyle, Kaabouch, Naima, Parker, Sheridan, Ahajjam, Aymane, Wilcox, Andrew, Pasch, Timothy J.

“…This paper introduces a high performance, distributed Artificial Intelligence (AI) based data processing architecture for Arctic multivariate geospatial…”
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A distributed data processing scheme based on Hadoop for synchrotron radiation experiments by Zhang, Ding, Dai, Ze-Yi, Sun, Xue-Ping, Wu, Xue-Ting, Li, Hui, Tang, Lin, He, Jian-Hua

“…With the development of synchrotron radiation sources and high-frame-rate detectors, the amount of experimental data collected at synchrotron radiation…”
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An Approach to Data Processing for the Smart District Heating System by Sednin, A. V., Zherelo, A. V.

“…The article deals with the district heating systems transition to intelligent systems by developing a united information system and obtaining a high level of…”
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VNetOS: Virtualised Distributed and Parallel Sensor Network Operating Environment for the IoT and SHM by Stefan Bosse

“…Dealing with distributed and parallel computing in strong heterogeneous environments, e.g., distributed sensor networks, is still a challenge at the…”
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Distributed Meta-Learning for Context Based on Culture Heritage Collection Data in an Immersive Reality System by Rahmani, Rahim, Tienken, Susanne

“…This article proposes a new workflow for Culture Heritage (CH) Collection Data in which distributed meta-learning with context-based fusion is required. The…”
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Various Approaches Proposed for Eliminating Duplicate Data in a System by Čerešňák, Roman, Matiaško, Karol, Dudáš, Adam

“…The growth of big data processing market led to an increase in the overload of computation data centers, change of methods used in storing the data,…”
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Optimizing distributed data stream processing by tracing by Zvara, Zoltán, Szabó, Péter G.N., Balázs, Barnabás, Benczúr, András

“…Heterogeneous mobile, sensor, IoT, smart environment, and social networking applications have recently started to produce unbounded, fast, and massive-scale…”
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Improving the efficiency of distributed data warehouses by M. Мамута, T. Ліхоузова

“…The article considers the problem of optimal processing and storage of big data. It is proposed to prepare a repository based on several data warehouse…”
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Architecture and Algorithm Design for Civil Aviation Data Real-Time Analysis System by Zhang, Yifeng, Xi, Qi, Wang, Jing, Gu, Shuhuai

“…Currently, the analysis of civil aviation flight data relies primarily on post-flight data. This involves transmitting onboard data to the servers of the…”
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An architectural solution for data collection and monitoring system software by О. Тимченко, T. Ліхоузова

“…The article considers the problem of monitoring the condition of vehicles of organizations with a fleet. A comparative analysis of solutions available on the…”
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Accelerating I/O in Distributed Data Processing Systems with Apache Arrow CHFS by Koyama, Sohei, Hiraga, Kohei, Tatebe, Osamu

“…In recent years, distributed data-processing frameworks have become popular for processing big data. However, in an HPC, where the computation and storage…”
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Distributed and Privacy Preserving Graph Data Collection in Internet of Thing Systems by Zheng, Xu, Tian, Ling, Hui, Bei, Liu, Xin

“…Internet of Thing (IoT) systems have been treated as a novel platform for graph data acquisition. Contents like dynamic network topology, organization and…”
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ARCog-NET: An Aerial Robot Cognitive Network Architecture for Swarm Applications Development by Ramos, Gabryel S., Henriques, Felipe Da R., Haddad, Diego B., Andrade, Fabio A. A., Pinto, Milena F.

“…This work presents an advanced cognitive architecture for networked aerial robots to implement autonomous swarm systems effectively. It focuses on designing,…”
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On Fault Tolerance for Distributed Iterative Dataflow Processing by Chen Xu, Holzemer, Markus, Kaul, Manohar, Soto, Juan, Markl, Volker

“…Large-scale graph and machine learning analytics widely employ distributed iterative processing. Typically, these analytics are a part of a comprehensive…”
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Hierarchical Federated Learning with Hybrid Neural Architectures for Predictive Pollutant Analysis in Advanced Green Analytical Chemistry by Kuang, Yingfeng, Chen, Xiaolong, Zhu, Chun

“…We propose a hierarchical federated learning (HFL) framework for predictive pollutant analysis in advanced green analytical chemistry (AGAC), addressing the…”
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