Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. You can change your ad preferences anytime.

Published on

Big Data Framework Application Comparison Batch-oriented Real-time Big Relational Big Data Database Data NoSQL (Hadoop) •  Structured Data – Rows •  Unstructured Data – •  Hbase, Cassandra, Oriented Files, logs, Web-Clicks Oracle •  Optimized for OLTP/ •  Data format is •  Structured and OLAP abstracted to higher Unstructured Data •  Rigid schema applied to level application •  Sparse column-family data on insert/update programing data storage or Key- •  Read and write (insert, •  Schema-less, flexible value pair update) many times for later re-use •  Not a RDBMS, though •  Non-linear scaling •  Write once, read many with some schema •  Most transactions and •  Data never dies •  Random read and write queries involve a small •  Linear scaling •  Modeled after Google’s subset of data set •  Entire data set at play BigTable •  Transactional – scaling for a given query •  High transaction – real to thousands of queries •  Multi PB time scaling to millions •  GB to TBs size •  Not suited for ad-hoc analysis •  More suited for ~1 PB 8

Published in: Technology, Education
  • Be the first to comment