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1 INTRODUCTION 7 The Challenge, 7 What Has Changed in Recent Years?, 10 Organization of this Report, 12 References, 13 2 MASSIVE DATA IN SCIENCE, TECHNOLOGY, COMMERCE, 14 NATIONAL DEFENSE, TELECOMMUNICATIONS, AND OTHER ENDEAVORS Where Is Massive Data Appearing?, 14 Challenges to the Analysis of Massive Data, 15 Trends in Massive Data Analysis, 16 Examples, 18 References, 25 3 SCALING THE INFRASTRUCTURE FOR DATA MANAGEMENT 26 Scaling the Number of Data Sets, 26 Scaling Computing Technology through Distributed and Parallel Systems, 28 Trends and Future Research, 35 References, 36
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PAPERBACK (2013)
Frontiers in Massive Data Analysis
Committee on the Analysis of Massive Data; Committee on Applied and
Theoretical Statistics; Board on Mathematical Sciences and Their
Applications; Division on Engineering and Physical Sciences; National
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Frontiers in Massive Data Analysis
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Frontiers in Massive Data Analysis
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