Big Data application development life cycle
Also I could recommend you a book “Ultimate Big Data Application Development” by Frank Kane:
Announcement from Amazon:
What you will learn
- Design distributed systems that manage “big data” using Hadoop and related technologies.
- Use HDFS and MapReduce for storing and analyzing data at scale.
- Use Pig and Spark to create scripts to process data on a Hadoop cluster in more complex ways.
- Analyze relational data using Hive and MySQL
- Analyze non-relational data using HBase, Cassandra, and MongoDB
- Query data interactively with Drill, Phoenix, and Presto
- Understand how Hadoop clusters are managed by YARN, Tez, Mesos, Zookeeper, Zeppelin, Hue, and Oozie.
- Publish data to your Hadoop cluster using Kafka, Sqoop, and Flume
- Consume streaming data using Spark Streaming, Flink, and Storm
It’s not finished, and I hope I will add more information about Big Data application.
I’ll be glad to receive any comments.
