NoSQL Database: A Scalable, Availability, High Performance Storage for Big Data

被引:0
|
作者
Huang, Yu [1 ]
Luo, Tiejian [1 ]
机构
[1] Univ Chinese Acad Sci, Beijing, Peoples R China
关键词
NoSQL database; CAP theorem; BASE theorem; category; horizontal data distribution; weak consistency;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper is focused on NoSQL databases which designed to handle the problem of storing large amounts of data. NoSQL database sacrifice some consistency to achieve horizontal scalability and highperformance. We aim at giving a systematic overview of NoSQL, introducing concepts, techniques and categories. For each category we give several typical NoSQL databases and discuss them in detail. Finally we analysis the challenges of NoSQL databases and give some predictions.
引用
收藏
页码:172 / 183
页数:12
相关论文
共 50 条
  • [1] A NoSQL Data Model For Scalable Big Data Workflow Execution
    Mohan, Aravind
    Ebrahimi, Mahdi
    Lu, Shiyong
    Kotov, Alexander
    [J]. 2016 IEEE INTERNATIONAL CONGRESS ON BIG DATA - BIGDATA CONGRESS 2016, 2016, : 52 - 59
  • [2] Analysis of Data Storage Mechanism in NoSQL Database MongoDB
    Gu, Yunhua
    Wang, Xing
    Shen, Shu
    Wang, Jin
    Kim, Jeong-Uk
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW), 2015, : 70 - 71
  • [3] Query Performance Analysis of NoSQL and Big Data
    Samanta, Ashis Kumar
    Sarkar, Bidut Biman
    Chaki, Nabendu
    [J]. 2018 FOURTH IEEE INTERNATIONAL CONFERENCE ON RESEARCH IN COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (ICRCICN), 2018, : 237 - 241
  • [4] Analysis of Big Data Sized NoSQL Database with Secondary Index
    Chang, Bao Rong
    Tsai, Hsiu-Fen
    Chen, Chia-Yen
    Hsu, Hung-Ta
    [J]. INTELLIGENT SYSTEMS AND APPLICATIONS (ICS 2014), 2015, 274 : 553 - 558
  • [5] Sigma: a Scalable High Performance Big Data Architecture
    Cassavia, Nunziato
    Masciari, Elio
    [J]. 2021 29TH EUROMICRO INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED AND NETWORK-BASED PROCESSING (PDP 2021), 2021, : 236 - 239
  • [6] TrajMesa: A Distributed NoSQL Storage Engine for Big Trajectory Data
    Li, Ruiyuan
    He, Huajun
    Wang, Rubin
    Ruan, Sijie
    Sui, Yuan
    Bao, Jie
    Zheng, Yu
    [J]. 2020 IEEE 36TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2020), 2020, : 2002 - 2005
  • [7] A DISTRIBUTED STORAGE STRATEGY FOR TRAJECTORY DATA BASED ON NOSQL DATABASE
    Zhou, Yan
    Chen, Qifan
    Shan, Baoyu
    Jiang, Fan
    Pang, Yuling
    [J]. 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 3487 - 3490
  • [8] Efficient Approach to Store Big Proteomic Data Based on NoSQL Database
    Zhang, Lin
    Sang, Zhe
    Ye, Xue-Ying
    Shen, Yuan-Hai
    Tan, Jun
    Bai, Ming-Ze
    [J]. COMPUTER SCIENCE AND TECHNOLOGY (CST2016), 2017, : 641 - 649
  • [9] Enhancing High Availability for NoSQL Database Systems Using Failover Techniques
    Gotter, Priyanka
    Kaur, Kiranbir
    [J]. INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES, ICICCT 2019, 2020, 89 : 23 - 32
  • [10] Performance Comparison between NoSQL (RethinkDB) and MySQL Database Replication from Master to Slave in Big Data
    Hussain, Dildar
    Omar, Mohammad
    Ahmad, Khairol Amalfi
    Adnan, Ja'afar
    Ahmad, Khaleel
    [J]. JURNAL KEJURUTERAAN, 2021, 4 (02): : 65 - 69