Title :
Mid-model Design Used in Model Transition and Data Migration between Relational Databases and NoSQL Databases
Author :
Dongzhao Liang;Yunzhen Lin;Guiguang Ding
Author_Institution :
Sch. of Software, Tsinghua Univ., Beijing, China
Abstract :
Selecting appropriate mid-model is critical for high efficiency of model transition and data migration between relational databases and NoSQL databases. We explore the problem of uniform mid-model design used for model transition and data migration between relational databases and NoSQL databases. Our suggested approach proposes a complete process. We use data features and query features to generate a mid-model. And through predefined strategy, we transfer mid-model to physical model of destination database. After establishing this mapping, we can migrate data from source databases to destination databases.
Keywords :
"Data models","Relational databases","Feature extraction","Data mining","Standards","Memory"
Conference_Titel :
Smart City/SocialCom/SustainCom (SmartCity), 2015 IEEE International Conference on
DOI :
10.1109/SmartCity.2015.177