Title :
A process-centric data analytics architecture
Author :
Zaghloul, Mohamed M. ; Ali-Eldin, Amr ; Salem, Mofreh
Author_Institution :
Comput. & Syst. Dept., Mansoura Univ., Mansoura, Egypt
Abstract :
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.
Keywords :
data analysis; ETL component; control model component; data analytics development; file processing approach; process flow component; process-centric data analytics architecture; process-centric framework; Business; Computer architecture; Data analysis; Data models; Loading; Monitoring; Process control; Control model; Extraction; Loading (ETL); Operational Data Store (ODS); Process-centric collaboration; Self-service data analytics; Transformation; data analytics;
Conference_Titel :
Informatics and Systems (INFOS), 2014 9th International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-977-403-689-7
DOI :
10.1109/INFOS.2014.7036705