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Big Data Research, Volume 1

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Volume 1, August 2014

Special Issue on Scalable Computing for Big Data
Editorial

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Zhaohui Wu, Beng Chin Ooi:
From Big Data to Data Science: A Multi-disciplinary Perspective. 1
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Laurence T. Yang, Jinjun Chen:
Special Issue on Scalable Computing for Big Data. 2-3

Articles

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Hongbo Zou, Yongen Yu, Wei Tang, Hsuan-Wei Michelle Chen:
FlexAnalytics: A Flexible Data Analytics Framework for Big Data Applications with I/O Performance Improvement. 4-13
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Chia-Wei Lee, Kuang-Yu Hsieh, Sun-Yuan Hsieh, Hung-Chang Hsiao:
A Dynamic Data Placement Strategy for Hadoop in Heterogeneous Environments. 14-22
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Xiaoyong Li, Yijie Wang, Xiaoling Li, Xiaowei Wang, Jie Yu:
GDPS: An Efficient Approach for Skyline Queries over Distributed Uncertain Data. 23-36
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Hoang Vu Nguyen, Emmanuel Müller, Klemens Böhm:
A Near-Linear Time Subspace Search Scheme for Unsupervised Selection of Correlated Features. 37-51
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Tian Guo, Thanasis G. Papaioannou, Karl Aberer:
Efficient Indexing and Query Processing of Model-View Sensor Data in the Cloud. 52-65

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