Hadoop:Data processing and modelling: unlock the power of your data with hadoop 2.x ecosystem and its data warehousing techniques across large data sets /
Deshpande, Tanmay
Hadoop:Data processing and modelling: unlock the power of your data with hadoop 2.x ecosystem and its data warehousing techniques across large data sets / Tanmay, Dashpande, Sandeep Karanth & Gerald Turkington - Birmingham: Packt, 2016. - xvi, 981 p.: 28 cm.
Includes Index.
What it's all about -- Getting Hadoop up and running -- Understanding mapreduce -- Developing mapreduce programs --Advanced map reduce techniques -- When things break -- keeping things running -- A relational view on data with hive -- Working with relational databases -- Data collection with flume -- Where to go next -- Getting started with Hadoop 2.x -- Exploring HDFS -- Mastering map reduce programs -- Data analysis using hive, hive, pig and Hbase -- Advanced database analysis using Hive -- Data import/export using sqoop and flume -- Automation of hadoop tasks using oozie -- Machine learning and predictive analytics using mahout and R-- Integration with Apache spark --Hadoop Use cases -- Hadoop 2.x -- Advanced mapreduce --Advanced mapreduce -- Advanced pig Advanced hive -- Serialization and Hadoop I/O -- YARN-Bringing other paradigms to hoop -- Storm on YARN - Low latency Processing in Hadoop -- Hadoop on the cloud -- HDFS Replacements -- HDFS Federation -- Hadoop security -- Analytics Using Hadoop.
9781787125162
HF5548.2 / .D47 2016
Hadoop:Data processing and modelling: unlock the power of your data with hadoop 2.x ecosystem and its data warehousing techniques across large data sets / Tanmay, Dashpande, Sandeep Karanth & Gerald Turkington - Birmingham: Packt, 2016. - xvi, 981 p.: 28 cm.
Includes Index.
What it's all about -- Getting Hadoop up and running -- Understanding mapreduce -- Developing mapreduce programs --Advanced map reduce techniques -- When things break -- keeping things running -- A relational view on data with hive -- Working with relational databases -- Data collection with flume -- Where to go next -- Getting started with Hadoop 2.x -- Exploring HDFS -- Mastering map reduce programs -- Data analysis using hive, hive, pig and Hbase -- Advanced database analysis using Hive -- Data import/export using sqoop and flume -- Automation of hadoop tasks using oozie -- Machine learning and predictive analytics using mahout and R-- Integration with Apache spark --Hadoop Use cases -- Hadoop 2.x -- Advanced mapreduce --Advanced mapreduce -- Advanced pig Advanced hive -- Serialization and Hadoop I/O -- YARN-Bringing other paradigms to hoop -- Storm on YARN - Low latency Processing in Hadoop -- Hadoop on the cloud -- HDFS Replacements -- HDFS Federation -- Hadoop security -- Analytics Using Hadoop.
9781787125162
HF5548.2 / .D47 2016