Data Model Performance in Data Warehousing

被引:0
|
作者
Rorimpandey, G. C. [1 ]
Sangkop, F., I [1 ]
Rantung, V. P. [1 ]
Zwart, J. P. [2 ]
Liando, O. E. S. [1 ]
Mewengkang, A. [1 ]
机构
[1] Univ Negeri Manado, Dept Informat, Jl Kampus FT Unima, Tondano 95618, North Sulawesi, Indonesia
[2] HAN Univ Appl Scieces, Ruitenberglaan 31, NL-6826 CC Arnhem, Netherlands
关键词
D O I
10.1088/1757-899X/306/1/012044
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Data Warehouses have increasingly become important in organizations that have large amount of data. It is not a product but a part of a solution for the decision support system in those organizations. Data model is the starting point for designing and developing of data warehouses architectures. Thus, the data model needs stable interfaces and consistent for a longer period of time. The aim of this research is to know which data model in data warehousing has the best performance. The research method is descriptive analysis, which has 3 main tasks, such as data collection and organization, analysis of data and interpretation of data. The result of this research is discussed in a statistic analysis method, represents that there is no statistical difference among data models used in data warehousing. The organization can utilize four data model proposed when designing and developing data warehouse.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Model driven data warehousing for business performance management
    Chowdhary, Pawan
    Mihaila, George
    Lei, Hui
    [J]. ICEBE 2006: IEEE INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING, PROCEEDINGS, 2006, : 483 - 486
  • [2] A stochastic consistency model for data warehousing
    Taha, Y
    Helal, A
    Ahmed, KM
    [J]. ASSOCIATION FOR INFORMATION SYSTEMS PROCEEDING OF THE AMERICAS CONFERENCE ON INFORMATION SYSTEMS, 1997, : 455 - 457
  • [3] A STRUCTURAL MODEL OF DATA WAREHOUSING SUCCESS
    Hwang, Mark I.
    Xu, Hongjiang
    [J]. JOURNAL OF COMPUTER INFORMATION SYSTEMS, 2008, 49 (01) : 48 - 56
  • [4] A Model of Data Warehousing Process Maturity
    Sen, Arun
    Ramamurthy, K.
    Sinha, Atish P.
    [J]. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2012, 38 (02) : 336 - 353
  • [5] Using object deputy model to prepare data for data warehousing
    Peng, ZY
    Li, Q
    Feng, L
    Li, XH
    Liu, JQ
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2005, 17 (09) : 1274 - 1288
  • [6] A high performance integrated web data warehousing
    Le, Dung Xuan Thi
    Rahayu, Wenny
    Taniar, David
    [J]. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2007, 10 (01): : 95 - 109
  • [7] Performance Analysis of Indexing Techniques in Data Warehousing
    Jamil, Shawana
    Ibrahim, Rashda
    [J]. ICET: 2009 INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES, PROCEEDINGS, 2009, : 57 - 61
  • [8] Data warehousing
    Derendorf, H
    [J]. INTERNATIONAL JOURNAL OF CLINICAL PHARMACOLOGY AND THERAPEUTICS, 2002, 40 (03) : S1 - S2
  • [9] A high performance integrated web data warehousing
    Dung Xuan Thi Le
    Wenny Rahayu
    David Taniar
    [J]. Cluster Computing, 2007, 10 : 251 - 251
  • [10] A high performance integrated web data warehousing
    Xuan Thi Dung
    Wenny Rahayu
    David Taniar
    [J]. Cluster Computing, 2007, 10 : 95 - 109