Hardware Performance Evaluation of Freeware ETL Tools
13th International Symposium on Digital Forensics and Security, ISDFS 2025, Massachusetts, Amerika Birleşik Devletleri, 24 - 25 Nisan 2025, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Doi Numarası: 10.1109/isdfs65363.2025.11012052
- Basıldığı Şehir: Massachusetts
- Basıldığı Ülke: Amerika Birleşik Devletleri
- Anahtar Kelimeler: CloverDX, Data Cleaner, Data Transformation, ETL, ETL performance, Pentaho Kettle, Talend Open Studio
- Maltepe Üniversitesi Adresli: Evet
Özet
The extract, transform, load (ETL) process is becoming more important as larger and larger amounts of data are created daily. In this work, ETL software products that can load data, conduct transformations on it, and either save or upload that data to cloud databases were tested. The selected software is either open source or freely available and two datasets have been tested to create aggregated performance evaluations on a local machine. The tested measures are processor use, available memory amount, and committed memory amount. Analysis of the results has determined that Pentaho Kettle and CloverDX are the most hardware-efficient ETL software tested after comparing the results with baseline values of the test computer. Talend Open Studio performed as the least efficient among the tools.