Naslov
Proposed architecture for ETL workflow generator

Autori
Novak, Matija ; Kermek, Dragutin ; Magdalenić, Ivan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of Central European Conference on Information and Intelligent Systems / Strahonja, Vjeran ; Hertweck, Dieter ; Kirinić, Valentina - Varaždin : Fakultet organizacije i informatike Sveučilišta u Zagrebu, 2019, 297-304

Skup
30th Central European Conference on Information and Intelligent Systems (CECIIS 2019)

Mjesto i datum
Varaždin, Hrvatska, 02.10.2019. - 04.10.2019

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
ETL ; data warehouse ; architecture ; generator ; ontologies ; message based

Sažetak
The most important process, on which most time is spent, when building data warehouses is the Extract Transform Load (ETL) process. Automation of such process is an expected thing to do. In this work the focus is on automation for generating ETL workflows which is currently not very well researched. The idea is to build systems which model the ETL process based on semantics and suggest the needed transformation and mappings for automatic generation of ETL workflows. In this work an architecture is presented to automatically integrate the system which generates mappings and transformations based on ontologies and the traditional ETL tools. The architecture of the prototyped system is message based which enables parallel processing.

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti

Napomena
Hrvatska inačica rada: http://archive.ceciis.foi.hr/app/public/conferences/2019/Proceedings/Croatian/CECIIS-2019_paper_32-HR.pdf

POVEZANOST RADA