NDLI: Modeling MongoDB with Relational Model

Content Provider	IEEE Xplore Digital Library
Author	Gansen Zhao Weichai Huang Shunlin Liang Yong Tang
Copyright Year	2013
Description	Author affiliation: Sch. of Comput. Sci., South China Normal Univ., Guangzhou, China (Gansen Zhao; Yong Tang) \|\| Sch. of Software, Sun Yat-sen Univ., Guangzhou, China (Weichai Huang; Shunlin Liang)
Abstract	Relational databases have been prevailing for the last two decades, with features of clear semantics and ease of use with SQL supported by the underlying theory, relational algebra. Relational databases provide good support for structural data management. However, recent development in IT brings forward big data, featuring extreme large volume and variety in data type and structures, and relational databases are difficult to handle such big data due to the strict constraints on data structure and data relations, and so on. On the other hand, NoSQL databases, including HBase, MongoDB, Cassandra, etc., are receiving their popularity for their capability in dealing with large amount of complex data in various structures. Currently there is no way to know the feasibility of the migration of traditional relational databases to NoSQL databases. The migration requires evaluating the feasibility of the migration and potential performance of the new systems. This paper investigates these issues by modelling one of the NoSQL database, MongoDB, with relational algebra. The modelling will allow the comparison of semantic expression powers between relational databases and MongoDB, analysing the feasibility of the migration of a relational database to MongoDB and its evaluation. The model is expected to facilitate the optimization of the new NoSQL database.
Starting Page	115
Ending Page	121
File Size	255291
Page Count	7
File Format	PDF
e-ISBN	9781479921416
DOI	10.1109/EIDWT.2013.25
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-09-09
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algebra NoSQL Computational modeling Scalability Relational databases Relational Algebra Database systems Data models MongoDB Relational Model SQL
Content Type	Text
Resource Type	Article

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