Data Warehousing in the Age of Big Data
- 6h 39m
- Krish Krishnan
- Elsevier Science and Technology Books, Inc.
- 2013
Data Warehousing in the Age of the Big Data will help you and your organization make the most of unstructured data with your existing data warehouse.
As Big Data continues to revolutionize how we use data, it doesn't have to create more confusion. Expert author Krish Krishnan helps you make sense of how Big Data fits into the world of data warehousing in clear and concise detail. The book is presented in three distinct parts. Part 1 discusses Big Data, its technologies and use cases from early adopters. Part 2 addresses data warehousing, its shortcomings, and new architecture options, workloads, and integration techniques for Big Data and the data warehouse. Part 3 deals with data governance, data visualization, information life-cycle management, data scientists, and implementing a Big Data-ready data warehouse. Extensive appendixes include case studies from vendor implementations and a special segment on how we can build a healthcare information factory.
Ultimately, this book will help you navigate through the complex layers of Big Data and data warehousing while providing you information on how to effectively think about using all these technologies and the architectures to design the next-generation data warehouse.
- Learn how to leverage Big Data by effectively integrating it into your data warehouse.
- Includes real-world examples and use cases that clearly demonstrate Hadoop, NoSQL, HBASE, Hive, and other Big Data technologies
- Understand how to optimize and tune your current data warehouse infrastructure and integrate newer infrastructure matching data processing workloads and requirements
About the Author
Krish Krishnan is a recognized expert worldwide in the strategy, architecture, and implementation of high-performance data warehousing solutions and unstructured data. A sought-after visionary and data warehouse thought-leader and practitioner, he is ranked as one of the top strategy and architecture consultants in the world in this subject. Krish is also an independent analyst and a speaker at various conferences around the world on Big Data, and teaches at The Data Warehousing Institute (TDWI) on this subject. Krish, along with other experts, is helping drive the industry maturity on the next generation of data warehousing, focusing on Big Data, Semantic Technologies, Crowd Sourcing, Analytics, and Platform Engineering.
Krish is the founder president of Sixth Sense Advisors Inc., who provide industry analyst services covering the Data Warehouse, Analytics, Cloud Computing, Social Media and Business Intelligence. Krish also provides strategy and innovation consulting services with partner organizations across the globe.
In this Book
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Introduction
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Introduction to Big Data
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Working with Big Data
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Big Data Processing Architectures
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Introducing Big Data Technologies
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Big Data Driving Business Value
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Data Warehousing Revisited
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Reengineering the Data Warehouse
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Workload Management in the Data Warehouse
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New Technologies Applied to Data Warehousing
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Integration of Big Data and Data Warehousing
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Data-Driven Architecture for Big Data
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Information Management and Life Cycle for Big Data
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Big Data Analytics, Visualization, and Data Scientists
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Implementing the Big Data – Data Warehouse – Real-Life Situations
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Summary
