A Federated Approach on Heterogeneous NoSQL Data Stores

被引:0
|
作者
Dharmasiri, H. M. L. [1 ]
Goonetillake, M. D. J. S. [1 ]
机构
[1] Univ Colombo, Sch Comp, Colombo 7, Sri Lanka
关键词
NoSQL; Data store; Database Federation;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
NoSQL has now become a topic of major interest. It addresses the problems of scalability and performance of the traditional RDBMS (Relational Database Management System) with high volumes of data. Today there are over hundred NoSQL implementations mainly focused around four data models with a lot of heterogeneity between them. Therefore integrating several NoSQL data stores to work together in situations such as changing the underlying data store becomes a hectic task and migrating the data from one system to another is also not feasible due to the high volumes of data involved. The objective of this research is to address the heterogeneity of NoSQL data stores through database federation which has been around since the early 80's which has proven to be successful in integrating heterogeneous data storages. In this research we have successfully implemented a NoSQL federation with Cassandra, MongoDB and CouchDB proving that NoSQL federation is feasible with a certain degree of overhead.
引用
收藏
页码:234 / 239
页数:6
相关论文
共 50 条
  • [1] A Methodological Approach for Big Data Security: Application for NoSQL Data Stores
    Heni, Houyem
    Gargouri, Faiez
    NEURAL INFORMATION PROCESSING, ICONIP 2015, PT IV, 2015, 9492 : 685 - 692
  • [2] Scalable Transactions across Heterogeneous NoSQL Key-Value Data Stores
    Dey, Akon
    Fekete, Alan
    Roehm, Uwe
    PROCEEDINGS OF THE VLDB ENDOWMENT, 2013, 6 (12): : 1434 - 1439
  • [3] Incremental elasticity for NoSQL data stores
    Papaioannou, Antonis
    Magoutis, Kostas
    2017 IEEE 37TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2017), 2017, : 2612 - 2613
  • [4] A qualitative comparison of NoSQL data stores
    Kamal S.H.
    Elazhary H.H.
    Hassanein E.E.
    International Journal of Advanced Computer Science and Applications, 2019, 10 (02): : 330 - 338
  • [5] Incremental elasticity for NoSQL data stores
    Papaioannou, Antonis
    Magoutis, Kostas
    2017 IEEE 36TH INTERNATIONAL SYMPOSIUM ON RELIABLE DISTRIBUTED SYSTEMS (SRDS), 2017, : 174 - 183
  • [6] Scalable SQL and NoSQL Data Stores
    Cattell, Rick
    SIGMOD RECORD, 2010, 39 (04) : 12 - 27
  • [7] A Qualitative Comparison of NoSQL Data Stores
    Kamal, Sarah H.
    Elazhary, Hanan H.
    Hassanein, Ehab E.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2019, 10 (02) : 330 - 338
  • [8] On The Potential Integration of an Ontology-Based Data Access Approach in NoSQL Stores
    Cure, Oliver
    Kerdjoudj, Fadhela
    Faye, David
    Le Duc, Chan
    Lamolle, Myriam
    INTERNATIONAL JOURNAL OF DISTRIBUTED SYSTEMS AND TECHNOLOGIES, 2013, 4 (03) : 17 - 30
  • [9] On the Energy Proportionality of Distributed NoSQL Data Stores
    Subramaniam, Balaji
    Feng, Wu-chun
    HIGH PERFORMANCE COMPUTING SYSTEMS: PERFORMANCE MODELING, BENCHMARKING, AND SIMULATION, 2015, 8966 : 264 - 274
  • [10] Scalable Data Management: NoSQL Data Stores in Research and Practice
    Gessert, Felix
    Ritter, Norbert
    2016 32ND IEEE INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE), 2016, : 1420 - 1423