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Review of NoSQL databases and performance testing on HBase | IEEE Conference Publication | IEEE Xplore

Review of NoSQL databases and performance testing on HBase


Abstract:

NoSQL (Not Only SQL) is the generic term of a kind of non-relational database products. This paper, firstly, lists the disadvantages of traditional relational databases, ...Show More

Abstract:

NoSQL (Not Only SQL) is the generic term of a kind of non-relational database products. This paper, firstly, lists the disadvantages of traditional relational databases, introduces NoSQL databases including their advantages, disadvantages and their application status. Then, a comparison is made between NoSQL databases and SQL database, also another comparison between different NoSQL products. Finally, we introduce the architecture and data model of HBase database, which is a representative of NoSQL databases, and did some performance tests on HBase database, including the column family test, the sort test, the random read/write test and the query test. Test results show that written and query speed of HBase is slow under a single machine environment, but can be significantly improved in multimachine cluster environment.
Date of Conference: 20-22 December 2013
Date Added to IEEE Xplore: 28 August 2014
ISBN Information:
Conference Location: Shenyang, China

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