Výsledky vyhledávání - "Distributed Programming Framework"

Research on K-means Clustering Algorithm Based on MapReduce Distributed Programming Framework Autor Zhang, Ling

“…As a classical clustering algorithm, K-means algorithm has a profound research background. In the of big data era, K-means algorithms will play a greater…”
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Distributed Programming Framework for Fast Iterative Optimization in Networked Cyber-Physical Systems Autor Balani, Rahul

“…Wireless sensor and actuator networks (WSANs) form an integral part of Cyber-Physical Systems (CPSs). Large-scale coordination and control problems in WSANs…”
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A Distributed Framework for Spatio-Temporal Analysis on Large-Scale Camera Networks Autor Kirak Hong, Voelz, Marco, Govindaraju, Venu, Jayaraman, Bharat, Ramachandran, Umakishore

“…Cameras are becoming ubiquitous. Applications including video-based surveillance and emergency response exploit camera networks to detect anomalies in real…”
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A new WWW distributed programming framework Autor Reynolds, F., Travostino, F.

“…The success of the Internet and the World Wide Web has created an opportunity for a new generation of distributed applications. The developers of these new…”
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A Review on Big Data Mining, Distributed Programming Frameworks and Privacy Preserving Data Mining Techniques Autor Sowmya, Y

“… There are many distributed programming frameworks such as Hadoop, Haloop, Dryad, Sailfish, and AROM that are based on MapReduce and equivalent programming paradigms…”
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A distributed Frank–Wolfe framework for learning low-rank matrices with the trace norm Autor Zheng, Wenjie, Bellet, Aurélien, Gallinari, Patrick

“… We implement DFW-Trace in the Apache Spark distributed programming framework and validate the usefulness of our approach on synthetic and real data, including the ImageNet dataset with high-dimensional features extracted from a deep neural network…”
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Distributed Computing Engines for Big Data Analytics Autor Prashanthi, Bh, Sowjanya, G., Madhuri, D. Krishna

“… For processing big data efficient technologies are required. New programming paradigm like MapReduce with Hadoop distributed programming framework is widely used…”
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Improved l-diversity: Scalable anonymization approach for Privacy Preserving Big Data Publishing Autor Brijesh B. Mehta, Udai Pratap Rao

“… However, these approaches cannot be directly applicable to a large amount of data. Distributed programming framework such as MapReduce and Spark are used for big data analytics which add more challenges to privacy preserving data publishing…”
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Design and analysis of an optimal ECC algorithm with effective access control mechanism for big data Autor Verma, Om Prakash, Jain, Nitin, Pal, Saibal Kumar

“… Map Reduce is a distributed programming framework used to process big data. In mapper, the input dataset is grouped using hybrid kernel fuzzy c means (HKFCM…”
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Mars: A MapReduce Framework on graphics processors Autor He, Bingsheng, Fang, Wenbin, Luo, Qiong, Govindaraju, Naga K., Wang, Tuyong

“…We design and implement Mars, a MapReduce framework, on graphics processors (GPUs). MapReduce is a distributed programming framework originally proposed…”
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An Intelligent Approval System for City Construction based on Cloud Computing and Big Data Autor Chen, Guanlin, Wang, Erpeng, Sun, Xinxin, Lu, Yizhe

“… the distributed programming framework of MapReduce, making full use of the large amount of historical approval data, and use the distributed full-text retrieval system of SorCloud…”
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Analyzing job completion reliability and job energy consumption for a heterogeneous MapReduce cluster under different intermediate-data replication policies Autor Lin, Jia-Chun, Leu, Fang-Yie, Chen, Ying-Ping

“…Recently, MapReduce has been a popular distributed programming framework for solving data-intensive applications…”
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Management of Big Data in the Internet of Things in Agriculture Based on Cloud Computing Autor Wang, Hui Zhe, Wang, Jian Qin, Lin, Guo Wen, Chen, Yi Fei, Duan, Qing Ling, Gao, Wan Lin

“… It access database using MapReduce model, a distributed programming framework. Hence, this design provides scalable storage, efficient data access, and eases other processing of sensor data…”
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Spectral domain characterization of genome sequences Autor Venkateswarlu, P, G. Rajan, E

“… A machine learning approach is used to discover trends in the genome sequences. Rationale behind using MapReduce, a distributed programming framework, is its support…”
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DPX10: An Efficient X10 Framework for Dynamic Programming Applications Autor Wang, Chen, Yu, Ce, Sun, Jizhou, Meng, Xiangfei

“… However, little work exists on distributed programming framework for dynamic programming (DP…”
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Estimating Clustering Coefficient via Random Walk on MapReduce Autor Liao, Qun, Yang, Yulu

“… MapReduce is a popular distributed programming framework for processing large datasets. In this paper, we propose an algorithm on MapReduce framework to estimate clustering coefficient based on random walk method…”
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Mobile agent middleware for mobile computing Autor Bellavista, P., Corradi, A., Stefanelli, C.

“…Mobile computing requires an advanced infrastructure that integrates suitable support protocols, mechanisms, and tools. This mobility middleware should…”
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RESEARCH PAPER MapReduce with Hadoop for Simplified Analysis of Big Data Autor Ch Shobha Rani, Rama, B

“…With the development of web based applications and mobile computer technology there is a rapid growth of data, their computations and analysis continuously in…”
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Big Numeric Data Classification Using Grid-based Bayesian Inference in the MapReduce Framework Autor Kim, Young Joon, Lee, Keon Myung

“… In this study, we propose a classification method for large volumes of numeric data, which is implemented in a distributed programming framework, i.e., MapReduce…”
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Educational Resources Cloud Platform Based on Hadoop

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