Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs
Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs
Domenico Talia
product information
Condition: New, UPC: 9781800615045, Type: Hardcover ,
join & start selling
description
ngs and social media platforms, huge amounts of digital data are generated by and collected from many sources, including sensors, mobile devices, wearable trackers and security cameras. These data, commonly referred to as big data, are challenging current storage, processing and analysis capabilities. New models, languages, systems and algorithms continue to be developed to effectively collect, store, analyze and learn from big data.


Programming Big Data Applications introduces and discusses models, programming frameworks and algorithms to process and analyze large amounts of data. In particular, the book provides an in-depth description of the properties and mechanisms of the main programming paradigms for big data analysis, including MapReduce, workflow, BSP, message passing, and SQL-like. Through programming examples it also describes the most used frameworks for big data analysis like Hadoop, Spark, MPI, Hive and Storm. Each of the different systems is discussed and compared, highlighting their main features, their diffusion (both within their community of developers and among users), and their main advantages and disadvantages in implementing big data analysis applications.


reviews

Be the first to write a review

member goods

No member items were found under this heading.

notems store

Dune: House Atreides Vol. 1

by Herbert, Brian

Hardcover /Hardcover

$18.74

Oath

by Black, Chuck

Hardcover /Hardcover

$20.49

The Azure Dream

by Klauder, J. C.

Paperback /Paperback

$11.99

listens & views

AWAKENING

by BLESSTHEFALL

COMPACT DISC

out of stock

$13.99

LEMURIA

by LEMURIA

COMPACT DISC

out of stock

$15.75

ELEA (FRA)

by MARGARIT,TANIA

COMPACT DISC

out of stock

$18.99

RED DOG TRACKS (UK)

by TAYLOR,CHIP AND CARRIE

COMPACT DISC

out of stock

$28.99

Return Policy

All sales are final

Shipping

No special shipping considerations available.
Shipping fees determined at checkout.