Algorithms and Data Structures for Massive Datasets
| Price | $42.66 - $56.72
|
| Rating |   |
| Authors | Dzejla Medjedovic, Emin Tahirovic, Ines Dedovic |
| Publisher | Manning |
| Published | 2022 |
| Pages | 304 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 1617298034 |
| ISBN-13 | 9781617298035 |
Algorithms and Data Structures for Massive Datasets reveals a toolbox of new methods that are perfect for handling modern big data applications. You'll explore the novel data structures and algorithms that underpin Google, Facebook, and other enterprise applications that work with truly massive amounts of data. These effective techniques can be applied to any discipline, from finance to text analysis. Graphics, illustrations, and hands-on industry examples make complex ideas practical to implement in your projects - and there's no mathematical proofs to puzzle over. Work through this one-of-a-kind guide, and you'll find the sweet spot of saving space without sacrificing your data's accuracy.
Standard algorithms and data structures may become slow - or fail altogether - when applied to large distributed datasets. Choosing algorithms designed for big data saves time, increases accuracy, and reduces processing cost. This unique book distills cutting-edge research papers into practical techniques for sketching, streaming, and organizing massive datasets on-disk and in the cloud.
Algorithms and Data Structures for Massive Datasets introduces processing and analytics techniques for large distributed data. Packed with industry stories and entertaining illustrations, this friendly guide makes even complex concepts easy to understand. You'll explore real-world examples as you learn to map powerful algorithms like Bloom filters, Count-min sketch, HyperLogLog, and LSM-trees to your own use cases.
- Dzejla Medjedovic
- Emin Tahirovic
- Ines Dedovic
4 5 20
Similar Books
Problem Solving with Algorithms and Data Structures
by Brad Miller, David Ranum
The study of algorithms and data structures is central to understanding what computer science is all about. Learning computer science is not unlike learning any other type of difficult subject matter. The only way to be successful is through deliberate and incremental exposure to the fundamental ideas. A beginning computer scientist needs...
Free ebook | Publisher: Self-publishing | Release: 2014
Advanced Algorithms and Data Structures
by Marcello La Rocca
As a software engineer, you'll encounter countless programming challenges that initially seem confusing, difficult, or even impossible. Don't despair! Many of these "new" problems already have well-established solutions. Advanced Algorithms and Data Structures teaches you powerful approaches to a wide range of tricky c...
Price: $56.99 | Publisher: Manning | Release: 2021
Clojure Data Structures and Algorithms Cookbook
by Rafik Naccache
Data-structures and algorithms often cross your path when you compress files, compile programs, access databases, or simply use your favourite text editor. Understanding and implementing them can be daunting. Curious learners and industrial developers can find these complex, especially if they focus on the detailed implementation of these...
Price: $49.99 | Publisher: Packt Publishing | Release: 2015
by Robert Sedgewick, Kevin Wayne
The latest version of Sedgewick's best-selling series, reflecting an indispensable body of knowledge developed over the past several decades.Full treatment of data structures and algorithms for sorting, searching, graph processing, and string processing, including fifty algorithms every programmer should know.New Java implementations...
Price: $58.13 | Publisher: Addison-Wesley | Release: 2011
A Common-Sense Guide to Data Structures and Algorithms
by Jay Wengrow
Algorithms and data structures are much more than abstract concepts. Mastering them enables you to write code that runs faster and more efficiently, which is particularly important for today's web and mobile apps. This book takes a practical approach to data structures and algorithms, with techniques and real-world scenarios that you...
Price: $14.80 | Publisher: The Pragmatic Programmers | Release: 2017
A Common-Sense Guide to Data Structures and Algorithms, 2nd Edition
by Jay Wengrow
If you thought that data structures and algorithms were all just theory, you're missing out on what they can do for your code. Learn to use Big O Notation to make your code run faster by orders of magnitude. Choose from data structures such as hash tables, trees, and graphs to increase your code's efficiency exponentially. With ...
Price: $41.99 | Publisher: The Pragmatic Programmers | Release: 2020
Beginning Java Data Structures and Algorithms
by James Cutajar
Learning about data structures and algorithms gives you a better insight on how to solve common programming problems. Most of the problems faced everyday by programmers have been solved, tried, and tested. By knowing how these solutions work, you can ensure that you choose the right tool when you face these problems.This book teaches you ...
Price: $24.99 | Publisher: Packt Publishing | Release: 2018
Introducing .NET for Apache Spark
by Ed Elliott
Get started using Apache Spark via C# or F# and the .NET for Apache Spark bindings. This book is an introduction to both Apache Spark and the .NET bindings. Readers new to Apache Spark will get up to speed quickly using Spark for data processing tasks performed against large and very large datasets. You will learn how to combine your know...
Price: $46.96 | Publisher: Apress | Release: 2021