Big Data Made Easy: A Working Guide to the Complete Hadoop Toolset
Autor Michael Framptonen Limba Engleză Paperback – 24 dec 2014
As Big Data Made Easy: A Working Guide to the Complete Hadoop Toolset shows, Apache Hadoop offers a scalable, fault-tolerant system for storing and processing data in parallel. It has a very rich toolset that allows for storage (Hadoop), configuration (YARN and ZooKeeper), collection (Nutch and Solr), processing (Storm, Pig, and Map Reduce), scheduling (Oozie), moving (Sqoop and Avro), monitoring (Chukwa, Ambari, and Hue), testing (Big Top), and analysis (Hive).
The problem is that the Internet offers IT pros wading into big data many versions of the truth and some outright falsehoods born of ignorance. What is needed is a book just like this one: a wide-ranging but easily understood set of instructions to explain where to get Hadoop tools, what they can do, how to install them, how to configure them, how to integrate them, and how to use them successfully. And you need an expert who has worked in this area for a decade—someone just like author and big data expert Mike Frampton.
Big Data Made Easy approaches the problem of managing massive data sets from a systems perspective, and it explains the roles for each project (like architect and tester, for example) and shows how the Hadoop toolset can be used at each system stage. It explains, in an easily understood manner and through numerous examples, how to use each tool. The book also explains the sliding scale of tools available depending upon data size and when and how to use them. Big Data Made Easy shows developers and architects, as well as testers and project managers, how to:
- Store big data
- Configure big data
- Process big data
- Schedule processes
- Move data among SQL and NoSQL systems
- Monitor data
- Perform big data analytics
- Report on big data processes and projects
- Test big data systems
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Specificații
ISBN-13: 9781484200957
ISBN-10: 1484200950
Pagini: 375
Ilustrații: XVI, 392 p. 168 illus.
Dimensiuni: 178 x 254 x 25 mm
Greutate: 0.67 kg
Ediția:1st ed.
Editura: Apress
Colecția Apress
Locul publicării:Berkeley, CA, United States
ISBN-10: 1484200950
Pagini: 375
Ilustrații: XVI, 392 p. 168 illus.
Dimensiuni: 178 x 254 x 25 mm
Greutate: 0.67 kg
Ediția:1st ed.
Editura: Apress
Colecția Apress
Locul publicării:Berkeley, CA, United States
Public țintă
Popular/generalNotă biografică
Mike Frampton has been in the IT industry since 1990, working in many roles (tester, developer, support, QA), and in many sectors ( telecoms, banking, energy, insurance). He has also worked for major corporations and banks, including IBM, HP, and JPMorgan Chase. The owner of Semtech Solutions, an IT/Big Data consultancy, Mike currently lives by the beach in Paraparaumu, New Zealand, with his wife and son.
Caracteristici
Big Data Made Easy: A Working Guide to the Complete Hadoop Toolset is an introduction for developers and architects anyone else interested in big data to using the Apache Hadoop toolset. It includes a description of all tool capabilities as well as in-depth instructions to build and test a working system.