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
来源
2013 INTERNATIONAL CONFERENCE ON ADVANCES IN ICT FOR EMERGING REGIONS (ICTER) | 2013年
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
  • [41] USING NoSQL FOR PROCESSING UNSTRUCTURED BIG DATA
    Balakayeva, G. T.
    Phillips, C.
    Darkenbayev, D. K.
    Turdaliyev, M.
    NEWS OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN-SERIES OF GEOLOGY AND TECHNICAL SCIENCES, 2019, (06): : 12 - 21
  • [42] A NoSQL Data Model For Scalable Big Data Workflow Execution
    Mohan, Aravind
    Ebrahimi, Mahdi
    Lu, Shiyong
    Kotov, Alexander
    2016 IEEE INTERNATIONAL CONGRESS ON BIG DATA - BIGDATA CONGRESS 2016, 2016, : 52 - 59
  • [43] Parallel NoSQL Entity Resolution Approach with MapReduce
    Ma, Kun
    Yang, Bo
    2015 INTERNATIONAL CONFERENCE ON INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS IEEE INCOS 2015, 2015, : 384 - 389
  • [44] NoDA: Unified NoSQL Data Access Operators for Mobility Data
    Koutroumanis, Nikolaos
    Nikitopoulos, Panagiotis
    Vlachou, Akrivi
    Doulkeridis, Christos
    SSTD '19 - PROCEEDINGS OF THE 16TH INTERNATIONAL SYMPOSIUM ON SPATIAL AND TEMPORAL DATABASES, 2019, : 174 - 177
  • [45] Ontology Based Data Integration of NoSQL Datastores
    Kiran, V. K.
    Vijayakumar, R.
    2014 9TH INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS (ICIIS), 2014, : 423 - 428
  • [46] Data Model Quality Topics for NoSQL Databases
    Iulian, Cogean Dragos
    INNOVATION VISION 2020: SUSTAINABLE GROWTH, ENTREPRENEURSHIP, AND ECONOMIC DEVELOPMENT, VOLS 1-4, 2012, : 2122 - 2129
  • [47] Analytics of IIoT Data Using a NoSQL Datastore
    Mahmood, Khalid
    Risch, Tore
    Orsborn, Kjell
    2021 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP 2021), 2021, : 97 - 104
  • [48] NoSQL Injection: Data Security on Web Vulnerability
    Abdalla, Hemn B.
    Li, Guoquang
    Lin, Jinzhao
    Alazeez, Mustafa A.
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2016, 10 (09): : 55 - 64
  • [49] Query Performance Analysis of NoSQL and Big Data
    Samanta, Ashis Kumar
    Sarkar, Bidut Biman
    Chaki, Nabendu
    2018 FOURTH IEEE INTERNATIONAL CONFERENCE ON RESEARCH IN COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (ICRCICN), 2018, : 237 - 241
  • [50] Genomic Data Persistency on a NoSQL Database System
    Aniceto, Rodrigo
    Xavier, Rene
    Holanda, Maristela
    Walter, Maria Emilia
    Lifschitz, Sergio
    2014 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2014,