13 May 2017

Vs Of Big Data

Volume - amount of data
Velocity - speed of data flowing into a system
Variety - different types of data from multiple sources
Veracity - accuracy of inbound and outbound data

Many tools exist that address the above characteristics of Big Data which can be split into three different purposeful strands:
  • Data Transfer - e.g Kafka, Flume, Scribe, Scoop
  • Data Storage - e.g Hadoop, GlusterFS, Cassandra
  • Data Processing - e.g Storm, Flink, Spark, Samza