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
  • [1] Analyzing bloggers data on software design patterns and applications integration; methodology and implementation
    Fathelrahamn, Adil
    Shafaghi, Mathew
    Information Management and Computer Security, 2007, 15 (02): : 84 - 101
  • [2] Data Integration Patterns for Data Warehouse Automation
    Tomingas, Kalle
    Kliimask, Margus
    Tammet, Tanel
    NEW TRENDS IN DATABASE AND INFORMATION SYSTEMS II, 2015, 312 : 41 - 55
  • [3] Design patterns for open tool integration
    Karsai G.
    Lang A.
    Neema S.
    Software & Systems Modeling, 2005, 4 (2) : 157 - 170
  • [4] Formalizing Integration Patterns with Multimedia Data
    Montali, Marco
    Rivkin, Andrey
    Ritter, Daniel
    2020 IEEE 24TH INTERNATIONAL ENTERPRISE DISTRIBUTED OBJECT COMPUTING CONFERENCE (EDOC 2020), 2020, : 67 - 76
  • [5] Design and machining data integration
    Wolff, V
    Rigal, JF
    Ghodous, P
    Martinez, M
    ETFA 2001: 8TH IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION, VOL 1, PROCEEDINGS, 2001, : 483 - 491
  • [6] Design Patterns for Data Comics
    Bach, Benjamin
    Wang, Zezhong
    Farinella, Matteo
    Murray-Rust, Dave
    Riche, Nathalie Henry
    PROCEEDINGS OF THE 2018 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (CHI 2018), 2018,
  • [7] Big Data Tool Integration in Physical Design Process Find hidden patterns, predictive analysis and classifying Big Data
    Ahmed, Waseem
    Fan, Lisa
    PROCEEDINGS OF 2015 IEEE 14TH INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS & COGNITIVE COMPUTING (ICCI*CC), 2015, : 339 - 345
  • [8] SEMANTIC DATA INTEGRATION FOR PROCESS ENGINEERING DESIGN DATA
    Wiesner, Andreas
    Morbach, Jan
    Marquardt, Wolfgang
    ICEIS 2008: PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL DISI: DATABASES AND INFORMATION SYSTEMS INTEGRATION, 2008, : 190 - 195
  • [9] Integration of data science with product design towards data-driven design
    Liu, Ang
    Lu, Stephen
    Tao, Fei
    Anwer, Nabil
    CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2024, 73 (02) : 509 - 532
  • [10] Using an Ontology to Suggest Software Design Patterns Integration
    Harb, Dania
    Bouhours, Cedric
    Leblanc, Herve
    MODELS IN SOFTWARE ENGINEERING, 2009, 5421 : 318 - 331