Title :
An Objective Function for Dividing Class Family in NoSQL Database
Author :
Chen, Zhikun ; Yang, Shuqiang ; Zhao, Hui ; Yin, Hong
Author_Institution :
Comput. Sci. Sch., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Column Family has been used in NoSQL Database, and we have to think over how to divide the Column Family in the designing of NoSQL Database. But the dividing of column family is similar to the vertical partitioning in the distributed database. And there are some object functions of vertical partitioning in the database system, but they do not fit to the NoSQL Database. In this paper we will propose an objective function for dividing class family in NoSQL database. The objective function derived generalizes and subsumes earlier work on vertical partitioning in distributed database and the scenarios of NoSQL database. Furthermore, the approach proposed in this paper is shown to be useful to evaluate the cost of dividing column family.
Keywords :
database management systems; NoSQL database; column family; object functions; objective function; Active appearance model; Algorithm design and analysis; Distributed databases; Internet; Linear programming; Partitioning algorithms; Column Family; NoSQL Database; Objective Function; Vertical Partition;
Conference_Titel :
Computer Science & Service System (CSSS), 2012 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4673-0721-5
DOI :
10.1109/CSSS.2012.520
