Continuous Skyline Queries Based on MapReduce by Guanmin Shan, Yihong Dong, Xianmang He

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Meteorological Data Analysis Using MapReduce by Wei Fang, V. S. Sheng, XueZhi Wen, Wubin Pan

“…This paper proposes an improved MK-means algorithm (MK-means) based on MapReduce according to characteristics of large meteorological datasets. …”
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Interactive Visualization Platform Based on MapReduce by Jialiang Wang, Bo Qin, Jianjian Liu, Ni Liu

“…The experiment results show that the visualization platform architecture can combine MPI, GPU with MapReduce effectively to meet the needs of ocean data's interactive visualization.…”
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A Large Scale Network Traffic Analysis System Design Based on the MapReduce Platform by Hong Tang

Subjects: “…MapReduce…”
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Efficient and Scalable Graph Similarity Joins in MapReduce by Yifan Chen, Xiang Zhao, Chuan Xiao, Weiming Zhang, Jiuyang Tang

“…Furthermore, we integrate the multiway join strategy to boost the verification, where a MapReduce-based method is proposed for GED calculation. …”
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A Parallel ETL Tool Based on an Improved Chain-MapReduce Framework by Bin Wu, Xinguang Liu

Subjects: “…improved chain-MapReduce…”
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Comparison of Open-Source Distributed Computing Framework for Big Data by Ai Fang, Xiong Xu, Bing Liang, Yuzhong Zhang, Yiping Yang

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Information extraction from massive Web pages based on node property and text content by Hai-yan WANG, Pan CAO

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Stochastic algorithm for HDFS data theft detection based on MapReduce by Yuanzhao GAO, Binglong LI, Xingyuan CHEN

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Temperature aware energy-efficient task scheduling strategies for mapreduce by Bin LIAO, Tao ZHANG, Jiong YU, Ji LIU, tong YINLu, Gang GUO

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Diffluent Internet Traffic and Characteristics Computation Based on Hadoop by Yong Liu, Jiangtao Luo, Shengxiong Deng, Xiaoping Wang

Subjects: “…MapReduce…”
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CC-MRSJ:Cache Conscious Star Join Algorithm on Hadoop Platform by Guoliang Zhou, Yongli Zhu, Guilan Wang

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Slow task scheduling algorithm based on node identification by Yun-fei CUI, Xin-ming LI, Yi LI, Dong LIU

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Securely redundant scheduling policy for MapReduce based on dynamic domains partition by Qing-ni SHEN, Si-han QING, Zhong-hai WU, Li-zhe ZHANG, Ya-hui YANG

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k-means clustering method preserving differential privacy in MapReduce framework by Hong-cheng LI, Xiao-ping WU, Yan CHEN

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Evaluating MapReduce for seismic data processing using a practical application by Chang-hai ZHAO, Hai-hua YAN, Xiao-peng LIU, Deng XIONG, Xiao-hua SHI

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Stochastic gradient descent algorithm preserving differential privacy in MapReduce framework by Yihan YU, Yu FU, Xiaoping WU

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Use of Mechanical Turk as a MapReduce Framework for Macular OCT Segmentation by Aaron Y. Lee, Cecilia S. Lee, Pearse A. Keane, Adnan Tufail

“…To evaluate the feasibility of using Mechanical Turk as a massively parallel platform to perform manual segmentations of macular spectral domain optical coherence tomography (SD-OCT) images using a MapReduce framework. Methods. A macular SD-OCT volume of 61 slice images was map-distributed to Amazon Mechanical Turk. …”
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Design and application research on data service platform for big data by Yun-feng LIU, Li LI, Su-mei WANG, Qian-yi WANG, Xu YANG, Rong-bin OUYANG, Xin-zheng LONG

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A distributed high efficiency similarity matrix computation method based on users’ mobile network access location by Yuan WANG, Hao JIANG, Ming WU, Donggui YAO, Yi ZHANG, Shuwen YI, Hai WANG, Jing WU

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