Issues in Handling Complex Data Structures with NoSQL databases

被引：12
|
作者：
Lombardo, Santo [1 ]
Di Nitto, Elisabetta [1 ]
Ardagna, Danilo [1 ]
机构：
[1] Politecn Milan, DEI, I-20133 Milan, Italy
来源：
14TH INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND NUMERIC ALGORITHMS FOR SCIENTIFIC COMPUTING (SYNASC 2012) | 2012年
关键词：
D O I：
10.1109/SYNASC.2012.59
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The emerging storage systems for Cloud Computing are so-called NoSQL databases. These systems lack the join mechanism and declarative queries approach but show high scalability and performance. While most famous ICT companies have no doubts about the usage of NoSQL, there is still a lack of methodologies and mechanisms to support the design and management of a NoSQL database starting from a complex high level data schema. The final goal of our work is to equip NoSQL databases with programming abstractions that make them close to the expressiveness of RDBMS, still maintaining their significant advantages in terms of scalability. In this paper we discuss the main shortcomings of using a NoSQL approach and we show how we plan to overcome them.
引用
收藏
页码：443 / 448
页数：6
相关论文
共 50 条
  • [1] Security Issues in NoSQL Databases
    Okman, Lior
    Gal-Oz, Nurit
    Gonen, Yaron
    Gudes, Ehud
    Abramov, Jenny
    [J]. TRUSTCOM 2011: 2011 INTERNATIONAL JOINT CONFERENCE OF IEEE TRUSTCOM-11/IEEE ICESS-11/FCST-11, 2011, : 541 - 547
  • [2] Analysis of Data Management and Query Handling in Social Networks using NoSQL Databases
    Mathew, Anita Brigit
    Kumar, S. D. Madhu
    [J]. 2015 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2015, : 800 - 806
  • [3] QUERYING DATA IN NOSQL DATABASES
    Babic, Andrea
    Jaksic, Danijela
    Poscic, Patrizia
    [J]. ZBORNIK VELEUCILISTA U RIJECI-JOURNAL OF THE POLYTECHNICS OF RIJEKA, 2019, 7 (01): : 257 - 270
  • [4] Convergent Replicated Data Structures that Tolerate Eventual Consistency in NoSQL Databases
    Tauro, Clarence J. M.
    Ganesan, N.
    Easo, Aby Abraham
    Mathew, Samson
    [J]. 2013 THIRD INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING AND COMMUNICATIONS (ICACC 2013), 2013, : 70 - 75
  • [5] NoSQL Databases for Large Volumes of Data
    Telnarova, Zdenka
    Zacek, Martin
    Smolka, Pavel
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING 2019 (ICCMSE-2019), 2019, 2186
  • [6] Modeling and Querying Data in NoSQL Databases
    Kaur, Karamjit
    Rani, Rinkle
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON BIG DATA, 2013,
  • [7] NoSQL Databases for Big Data Management
    Gaspar, Drazena
    Mabic, Mirela
    [J]. CENTRAL EUROPEAN CONFERENCE ON INFORMATION AND INTELLIGENT SYSTEMS (CECIIS 2016), 2016, : 3 - 10
  • [8] Security&privacy issues and challenges in NoSQL databases
    Sicari, Sabrina
    Rizzardi, Alessandra
    Coen-Porisini, Alberto
    [J]. COMPUTER NETWORKS, 2022, 206
  • [9] Handling Big Data using NoSQL
    Bhogal, Jagdev
    Choksi, Imran
    [J]. 2015 IEEE 29TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS WORKSHOPS WAINA 2015, 2015, : 393 - 398
  • [10] A Study Into the Capabilities of NoSQL Databases in Handling a Highly Heterogeneous Tree
    Jayathilake, Dileepa
    Sooriaarachchi, Charith
    Gunawardena, Thilok
    Kulasuriya, Buddhika
    Dayaratne, Thusitha
    [J]. 2012 IEEE 6TH INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION FOR SUSTAINABILITY (ICIAFS2012), 2012, : 106 - 111
12345