Hardware Performance Evaluation of Freeware ETL Tools

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.

Authors

Institutions

Publication Details

Published
2025-04-24
DOI
https://doi.org/10.1109/isdfs65363.2025.11012052
Citations
1
Primary Topic
Parallel Computing and Optimization Techniques
Type
article
Field-Weighted Citation Impact
2.27
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Hardware Performance Evaluation of Freeware ETL Tools

Asaf Varol, Adrien Chardon Fabian, Cihan Varol, Tugba Elmas
1 citations
Parallel Computing and Optimization Techniques
2.27
article

Hardware Performance Evaluation of Freeware ETL Tools

Asaf Varol, Adrien Chardon Fabian, Cihan Varol, Tugba Elmas
article en
1 citations

Abstract

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.

University of Tennessee at Chattanooga (US), Sam Houston State University (US)
Openalex Percentile: Top 15%
Parallel Computing and Optimization Techniques
2.27
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Hardware Performance Evaluation of Freeware ETL Tools — Asaf Varol, Adrien Chardon Fabian, et al. · (2025) | TGRS Research Map | TGRS