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MANAGING BIG DATA FOURTH QUARTER 2013 By Philip Russom TDWI BEST PRACTICES REPORT tdwi.org TDWI RESE ARCH CO-SPONSORED BY
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tdwi.org 1 © 2013 by TDWI (The Data Warehousing Institute TM ), a division of 1105 Media, Inc. All rights reserved. Reproductions in whole or in part are prohibited except by written permission. E-mail requests or feedback to [email protected] Product and company names mentioned herein may be trademarks and/or registered trademarks of their respective companies. MANAGING BIG DATA FOURTH QUARTER 2013 TDWI BEST PRACTICES REPORT By Philip Russom Table of Contents Research Methodology and Demographics 3 Executive Summary 4 Introduction to Big Data Management 5 Definitions of Data Management and Big Data 5 Usage Rates for Big Data Management Today 5 Why Big Data and Data Management are Colliding 6 Business and Technology Drivers behind Big Data Management 7 Problems and Opportunities for Big Data Management 8 Benefits of Big Data Management 8 Barriers to Big Data Management 9 The State of Big Data Management 11 Status of Implementations for Big Data Management 11 Strategies for Managing Big Data 12 The Success of Big Data Management 13 Organizational Practices for Big Data Management 14 Big Data Ownership and Sponsorship 14 Job Titles and Team Structures for Big Data Management 15 Collaborative Practices around Big Data Management 17 Technical Practices for Big Data Management 18 BDM for Many Different Data Types and Structures 18 Storage Strategies for Big Data Management 19 Volumes of Big Data Being Managed 20 Analytic Practices and Big Data Management 21 Approaches to Managing Big Data for Analytics 22 BDM for Streaming and Other Real-Time Big Data 23 Multi-Platform Architectures for BDM and Analytics 24 Future Trends in User Practices and Vendor Tools for BDM 26 Potential Growth versus Commitment for BDM Options 27 Trends for BDM Options 28 Vendor Platforms and Tools for Managing Big Data 32 Top 10 Priorities for Big Data Management 35
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2 TDWI RESEARCH MANAGING BIG DATA About the Author PHILIP RUSSOM, Ph.D., is a well-known figure in data warehousing and business intelligence, having published more than 500 research reports, magazine articles, opinion columns, speeches, Webinars, and more. Today, he’s the TDWI Research Director for Data Management at The Data Warehousing Institute (TDWI), where he oversees many of the company’s research-oriented publications, services, and events. Before joining TDWI in 2005, Russom was an industry analyst covering BI at Forrester Research and Giga Information Group. He also ran his own business as an independent industry analyst and BI consultant and was a contributing editor with leading IT magazines. Before that, Russom worked in technical and marketing positions for various database vendors. You can reach him at [email protected], @prussom on Twitter, and at linkedin.com/in/philiprussom.
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