Title :
Performance evaluation of unstructured NoSQL data over distributed framework
Author :
Nyati, Suyog S. ; Pawar, Sanjay ; Ingle, Rajesh
Author_Institution :
Dept. of Comput. Eng., PICT, Pune, India
Abstract :
Various organizations are dependent on structured database like Oracle, MySQL etc. but these database systems do not harness the requirements of all organizations like scalability, availability etc. When data and number of requests increases, structure database cannot handle huge data and requests efficiently. One of the solution to overcome these issues is to shift datacenters on NoSQL unstructured databases. In this paper we explain few NoSQL unstructured databases and present performance analysis of MongoDB. We compare the time required to insertion in different databases as well as searching with different number of threads in database with different number of entries. This work also studies the importance of the Sharding and Configuration of the cluster for MongoDB.
Keywords :
computer centres; distributed databases; MongoDB performance analysis; NoSQL unstructured databases; cluster configuration; cluster sharding; datacenters; distributed framework; performance evaluation; Distributed databases; Indexes; Informatics; Instruction sets; Organizations; Scalability; Clustering; Distributed Database; NoSQL;
Conference_Titel :
Advances in Computing, Communications and Informatics (ICACCI), 2013 International Conference on
Conference_Location :
Mysore
Print_ISBN :
978-1-4799-2432-5
DOI :
10.1109/ICACCI.2013.6637424