A Process-Centric Data Analytics Architecture

被引:0
|
作者
Zaghloul, Mohamed M. [1 ]
Ali-Eldin, Amr [1 ]
Salem, Mofreh [1 ]
机构
[1] Fac Engn, Comp & Syst Dept, Mansoura, Egypt
关键词
Extraction; Transformation; and Loading (ETL); data analytics; Process-centric collaboration; Self-service data analytics; Control model; Operational Data Store (ODS);
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
in this paper, we will present a new approach for Data Analytics development. This new approach is based on the consolidation of the organizational procedures data following a process-centric approach. Three main components are involved in this approach: ETL Component, Process Flow Component and a Control Model Component. Furthermore, we explain the architecture of the process-centric framework gathering these components. Some components of the proposed framework are already deployed in different sites, which will be discussed in detail in the paper. The obtained results showed an obvious enhancement in the CDRs processing and operation cost compared to the traditional files processing approach.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Process-centric analytical processing of version control data
    Draheim, D
    Pekacki, L
    [J]. SIXTH INTERNATIONAL WORKSHOP ON PRINCIPLES OF SOFTWARE EVOLUTION, PROCEEDINGS, 2003, : 131 - 136
  • [2] Process-centric business intelligence
    Bucher, Tobias
    Gericke, Anke
    Sigg, Stefan
    [J]. BUSINESS PROCESS MANAGEMENT JOURNAL, 2009, 15 (03) : 408 - 429
  • [3] Process-centric views of data-driven business artifacts
    Koutsos, Adrien
    Vianu, Victor
    [J]. JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 2017, 86 : 82 - 107
  • [4] A process-centric approach to enterprise transformation
    Adensamer, RJ
    [J]. NOMS '96 - 1996 IEEE NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, VOLS. 1-4, 1996, : 637 - 647
  • [5] Perspectives on licensing for process-centric technologies
    Eustermann, John M.
    [J]. Industrial Biotechnology, 2010, 6 (06) : 346 - 357
  • [6] Ontology evolution: a process-centric survey
    Zablith, Fouad
    Antoniou, Grigoris
    d'Aquin, Mathieu
    Flouris, Giorgos
    Kondylakis, Haridimos
    Motta, Enrico
    Plexousakis, Dimitris
    Sabou, Marta
    [J]. KNOWLEDGE ENGINEERING REVIEW, 2015, 30 (01): : 45 - 75
  • [7] Process-Centric Customer Analytics: Understanding Visit Purposes of Predicted Age Groups with Discovered Paths
    Dogan, Onur
    Oztaysi, Basar
    Fernandez-Llatas, Carlos
    [J]. JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2020, 35 (1-2) : 147 - 165
  • [8] A Process-Centric Ontological Approach for Integrating Geo-Sensor Data
    Devaraju, Anusuriya
    Kuhn, Werner
    [J]. FORMAL ONTOLOGY IN INFORMATION SYSTEMS (FOIS 2010), 2010, 209 : 199 - 212
  • [9] A process-centric ship design management framework
    Jang, Beom-Seon
    Kallak, Benedikte Harstad
    Lee, Chang-Hyun
    Ko, Dae-Eun
    Suh, Yong-Suk
    Yang, Young-Soon
    [J]. JOURNAL OF MARINE SCIENCE AND TECHNOLOGY, 2010, 15 (01) : 23 - 33
  • [10] Process-centric enterprise modeling & management (Procem®)
    Ortner, Erich
    [J]. ENASE 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON EVALUATION OF NOVEL APPROACHES TO SOFTWARE ENGINEERING, 2008, : 89 - 98