A Study of Performance NoSQL Databases
Journal Title: International Journal of Innovative Research in Advanced Engineering - Year 2017, Vol 0, Issue 0
Abstract
DBs belonging to NoSQL family store large volume of data in key-value format. The retrieval and storage NoSQL data stores are widely used to store and retrieve possibly large amounts of data, typically in a key-value format. There are numerous NoSQL types with different performances, and thus it is important to evaluate them in terms of performance and verify in ways the performance is related to the database kind. In this paper, we assess five most popular NoSQL DBs: Cassandra, HBase, Redis, OrientDB and MongoDB. We shall measure these DBs in terms of query performance, based on reads and updates, taking into consideration the typical workloads, as represented by the Yahoo! Cloud Serving Benchmark. This shall facilitate users to choose the most appropriate DB according to the specific mechanisms and their application requirements.
Authors and Affiliations
Ambrish Kishan, Rupali Wagh
Keywords
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