Search Results - "distributed and parallel processing"

Introduction to distributed and parallel processing of big spatiotemporal data by Shang, Shuo, He, Bingsheng, Wang, Lizhe

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Distributed and parallel processing for real-time and dynamic spatio-temporal graph by Fang, Junhua, Ding, Jiafeng, Zhao, Pengpeng, Xu, Jiajie, Liu, An, Li, Zhixu

“…As a non-linear data structure consisting of nodes and edges, the graph data span many different domains. In the real world, applications based on such data…”
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Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures by Wu, Zebin, Sun, Jin, Zhang, Yi, Zhu, Yaoqin, Li, Jun, Plaza, Antonio, Benediktsson, Jon Atli, Wei, Zhihui

“…The large data volume and high algorithm complexity of hyperspectral image (HSI) problems have posed big challenges for efficient classification of massive HSI…”
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Edge Robotics: Edge-Computing-Accelerated Multirobot Simultaneous Localization and Mapping by Huang, Peng, Zeng, Liekang, Chen, Xu, Huang, Luo, Zhou, Zhi, Yu, Shuai

“…With the wide penetration of smart robots in multifarious fields, the simultaneous localization and mapping (SLAM) technique in robotics has attracted growing…”
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FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking by Guo, Hanqi, Lenz, David, Xu, Jiayi, Liang, Xin, He, Wenbin, Grindeanu, Iulian R., Shen, Han-Wei, Peterka, Tom, Munson, Todd, Foster, Ian

“…We present the Feature Tracking Kit (FTK), a framework that simplifies, scales, and delivers various feature-tracking algorithms for scientific data. The key…”
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A distributed data management system to support large-scale data analysis by Emara, Tamer Z., Huang, Joshua Zhexue

“…•A system architecture called BDMS is proposed to manage the big data on block-level.•BDMS provide a statistic-aware data partitioning.•We propose two…”
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Asynchronous and Load-Balanced Union-Find for Distributed and Parallel Scientific Data Visualization and Analysis by Xu, Jiayi, Guo, Hanqi, Shen, Han-Wei, Raj, Mukund, Wang, Xueyun, Xu, Xueqiao, Wang, Zhehui, Peterka, Tom

“…We present a novel distributed union-find algorithm that features asynchronous parallelism and k-d tree based load balancing for scalable visualization and…”
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Distributed and Parallel Processing of Data

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Complexity Analysis of Multilayer Perceptron Neural Network Embedded into a Wireless Sensor Network by Serpen, Gursel, Gao, Zhenning

“…This paper presents computational and message complexity analysis for a multi-layer perceptron neural network, which is implemented in fully distributed and…”
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Adaptive Information Visualization for Maritime Traffic Stream Sensor Data with Parallel Context Acquisition and Machine Learning by Kim, Kwang-il, Lee, Keon Myung

“…Excessive information significantly increases the mental burden on operators of critical monitoring services such as maritime and air traffic control. In these…”
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Distributed and Parallel Processing of Data

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Enhanced-Sweep: Communication Cost Efficient Top-K Best Region Search by Potluri, Avinash, Bhattu, S. Nagesh, Kumar, N. V. Narendra, Subramanyam, R. B. V.

“…The best region search (BRS) is one of the major research problems in geospatial data processing applications. The BRS problem objective is to discover the…”
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ParSCL: A Parallel and Distributed Framework to Process All Nearest Neighbor Queries on a Road Network by Bhandari, Aavash, Hamandawana, Prince, Attique, Muhammad, Cho, Hyung-Ju, Chung, Tae-Sun

“…The proliferation of current and next-generation mobile and sensing devices has increased at an alarming rate. With these state-of-the-art devices, the global…”
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MonARCh: an actor based architecture for dynamic linked data monitoring by Yönyül, Burak, Alatlı, Oylum, Erdur, Rıza Cenk

“…Monitoring the data sources for possible changes is an important consumption requirement for applications running in interaction with the Web of Data. In this…”
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Dynamic Distributed and Parallel Machine Learning algorithms for big data mining processing by Djafri, Laouni

“…PurposeThis work can be used as a building block in other settings such as GPU, Map-Reduce, Spark or any other. Also, DDPML can be deployed on other…”
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Distributed and Parallel Processing of Location based spatial query with Approximate Transformation by Priya, M., Kalpana, R.

“…Location Based Services is the popular and geo sensitive service implicated over the smart phone by the internet. Nowadays these systems find its own…”
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RIDE: real-time massive image processing platform on distributed environment by Kim, Yoon-Ki, Kim, Yongsung, Jeong, Chang-Sung

“…As the demand for real-time data processing increases, a high-speed processing platform for large-scale stream data becomes necessary. For fast processing…”
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US Patent Issued to Qintel on June 4 for "Distributed and parallel processing of data" (Pennsylvania, Texas, New York Inventors)

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A Review of the Distributed Methods for Large-Scale Social Network Analysis by Mohsen Kahani, Saeid Abrishami, Fattane Zarrinkalam

“…Social Network Analysis (SNA) is aimed at studying the structure of a social network, usually represented as a graph, in order to extract the hidden knowledge…”
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Distributed computing model for processing remotely sensed images based on grid computing by Shen, Zhanfeng, Luo, Jiancheng, Huang, Guangyu, Ming, Dongping, Ma, Weifeng, Sheng, Hao

“… It involves, not only knowledge of remote sensing, but also of computing and networking. Remotely sensed images need to be processed rapidly and effectively in a distributed and parallel processing environment…”
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