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Foundations of Data Intensive Applications - Large Scale Data Analytics under the Hood (Paperback)
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Foundations of Data Intensive Applications - Large Scale Data Analytics under the Hood (Paperback)
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PEEK “UNDER THE HOOD” OF BIG DATA ANALYTICS The world of big
data analytics grows ever more complex. And while many people can
work superficially with specific frameworks, far fewer understand
the fundamental principles of large-scale, distributed data
processing systems and how they operate. In Foundations of Data
Intensive Applications: Large Scale Data Analytics under the Hood,
renowned big-data experts and computer scientists Drs. Supun
Kamburugamuve and Saliya Ekanayake deliver a practical guide to
applying the principles of big data to software development for
optimal performance. The authors discuss foundational components of
large-scale data systems and walk readers through the major
software design decisions that define performance, application
type, and usability. You???ll learn how to recognize problems in
your applications resulting in performance and distributed
operation issues, diagnose them, and effectively eliminate them by
relying on the bedrock big data principles explained within. Moving
beyond individual frameworks and APIs for data processing, this
book unlocks the theoretical ideas that operate under the hood of
every big data processing system. Ideal for data scientists, data
architects, dev-ops engineers, and developers, Foundations of Data
Intensive Applications: Large Scale Data Analytics under the Hood
shows readers how to: Identify the foundations of large-scale,
distributed data processing systems Make major software design
decisions that optimize performance Diagnose performance problems
and distributed operation issues Understand state-of-the-art
research in big data Explain and use the major big data frameworks
and understand what underpins them Use big data analytics in the
real world to solve practical problems
General
Imprint: |
John Wiley & Sons
|
Country of origin: |
United States |
Release date: |
September 2021 |
Firstpublished: |
2021 |
Authors: |
Supun Kamburugamuve
• Saliya Ekanayake
|
Dimensions: |
231 x 188 x 25mm (L x W x T) |
Format: |
Paperback
|
Pages: |
416 |
ISBN-13: |
978-1-119-71302-9 |
Categories: |
Books >
Computing & IT >
General
|
LSN: |
1-119-71302-1 |
Barcode: |
9781119713029 |
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