Surprise Castle
Programming Big Data Applications

Programming Big Data Applications - Hardcover

$97.99
$98.00
Quantity
01

Pay over time for orders over $35.00 with

Availability:In StockContributor:Domenico Talia, Paolo Trunfio, Fabrizio MarozzoPublish date:2024-05-29Pages:296
Language:EnglishPublisher:World Scientific Publishing Europe LtdISBN-13:9781800615045ISBN-10:1800615043UPC:9781800615045Book Category:ComputersBook Subcategory:Data Science, ProgrammingBook Topic:Data Analytics, Machine LearningSize:9.00 x 6.00 x 0.69 inchesWeight:1.2412Product ID:SCAWXSQ9DY
In the age of the Internet of Things 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.
Language:EnglishPublisher:World Scientific Publishing Europe LtdISBN-13:9781800615045ISBN-10:1800615043UPC:9781800615045Book Category:ComputersBook Subcategory:Data Science, ProgrammingBook Topic:Data Analytics, Machine LearningSize:9.00 x 6.00 x 0.69 inchesWeight:1.2412Product ID:SCAWXSQ9DY
Publisher: World Scientific Publishing Europe Ltd

Free shipping on orders over $75. Standard shipping takes 3-7 business days. Returns accepted within 30 days of purchase.

Recently Viewed

View All