Design patterns for data integration

被引:5
|
作者
Schwinn, Alexander [1 ]
Schelp, Joachim [1 ]
机构
[1] Univ St Gallen, Inst Informat Management, St Gallen, Switzerland
关键词
Product data management; Manufacturing resource planning;
D O I
10.1108/17410390510609617
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Purpose - The application landscapes of major companies all have their own complex structure. Data have to be exchanged between or distributed to the various applications. Systemizing different data integration patterns on a conceptual level can help to avoid uncontrolled redundancy and support the design process of data integration solutions. Each pattern provides a solution for certain data integration requirements and makes the design process more effective by reusing approved solutions. Proposes identifying these patterns. Design/methodology/approach - After a broad literature review data were obtained from interviews and documentary sources. Ten semi-structured interviews were conducted within four different companies operating in the financial service industry. EAI-and IT-architects as well as project managers and CTOs were involved in these interviews. Findings - Five different data integration patterns were identified. Solutions for upcoming data integration requirements can be designed using these patterns. Advantages and disadvantages as well as typical usage scenarios are discussed for each identified data integration pattern. Research limitations/implications - In order to identify data dependencies, to detect redundancies and to conduct further investigations, a consistent methodology for the description of application landscapes has to be developed. The presented design patterns are one part of this methodology only. The approach in this paper only considers data integration while in reality there are also other integration requirements like functional or process-oriented integration. Practical implications - The identified design patterns help practitioners (e.g. IT-architects) to design solutions for data integration requirements. They can map the conceptual patterns to company specific technologies or products to realize the solution physically. Originality/value - The design patterns are indifferent from any technology or products which ensure a broad application. Business requirements (e.g. requirement for autonomous processing) are considered first when designing a data integration solution.
引用
收藏
页码:471 / +
页数:13
相关论文
共 50 条
  • [21] Data Integration and Mining for Synthetic Biology Design
    Misirli, Goksel
    Hallinan, Jennifer
    Pocock, Matthew
    Lord, Phillip
    McLaughlin, James Alastair
    Sauro, Herbert
    Wipat, Anil
    ACS SYNTHETIC BIOLOGY, 2016, 5 (10): : 1086 - 1097
  • [22] A collaborative design system for product data integration
    Kleiner, S
    Anderl, R
    Gräb, R
    JOURNAL OF ENGINEERING DESIGN, 2003, 14 (04) : 421 - 428
  • [23] Spatial data integration in a collaborative design framework
    Pinto, GDR
    Medeiros, SPJ
    De Souza, JM
    Strauch, JCM
    Marques, CRF
    COMMUNICATIONS OF THE ACM, 2003, 46 (03) : 86 - 90
  • [24] Integration and design of a data visualization components system
    Bie Chuanfeng
    Xia Ye
    Xu Jing
    2010 2ND INTERNATIONAL WORKSHOP ON DATABASE TECHNOLOGY AND APPLICATIONS PROCEEDINGS (DBTA), 2010,
  • [25] Design and Implementation of a Query Planner for Data Integration
    Koul, Neeraj
    Honavar, Vasant
    ICTAI: 2009 21ST INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, 2009, : 214 - 218
  • [26] A Design of Data Integration Using Cloud Computing
    Geng, Yushui
    Kou, Jisong
    ADVANCES IN FUTURE COMPUTER AND CONTROL SYSTEMS, VOL 2, 2012, 160 : 415 - 419
  • [27] The research and design of data integration system for urbanization
    Zhao, Lingli
    Li, Junsheng
    Zhao, Lingli
    Liu, Shuai
    Wang, Shuwei
    PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL II, 2009, : 831 - +
  • [28] Service Oriented Device Integration - An Analysis of SOA Design Patterns
    Mauro, Christian
    Leimeister, Jan Marco
    Krcmar, Helmut
    43RD HAWAII INTERNATIONAL CONFERENCE ON SYSTEMS SCIENCES VOLS 1-5 (HICSS 2010), 2010, : 3761 - 3770
  • [29] Integration of System Modeling and Design Processes, Data and Technology for Streamlining Enterprise Integration
    Estridge, Craig
    Eveleigh, Timothy
    Tanju, Berek
    COMPLEX ADAPTIVE SYSTEMS, 2016, 95 : 311 - 318
  • [30] Design patterns for the data structures and algorithms course
    Preiss, BR
    PROCEEDINGS OF THE THIRTIETH SIGCSE TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, 1999, : 95 - 99