EASE 2024
Tue 18 - Fri 21 June 2024 Salerno, Italy

This program is tentative and subject to change.

Thu 20 Jun 2024 16:15 - 16:30 at Room A - Data and Sustainability Chair(s): Gemma Catolino

Data quality is critical to make data-driven business decisions reliable, accurate, and complete. As a result, data quality assessment has become a prevalent topic among researchers and practitioners. Previous studies have surveyed data quality tools and used them in industrial projects. However, the practitioners’ adoption of data quality tools is mainly unexplored. In this study, we systematically selected the five widely used tools and analyzed 498 GitHub repositories that use those tools. Our findings show that practitioners increasingly use data quality tools to assess and improve the quality of their data. The most common use case is software development (49.2%), followed by learning (25.5%), teaching (9.2%), and research(0.4%). However, most repositories (69%) showed less activities and collaboration. The development projects, especially with industry-based owners, were the most active. The predominant use of the data quality tools was to assess the completeness of the data, followed by uniqueness, validity, and referential integrity.

This program is tentative and subject to change.

Thu 20 Jun

Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

16:00 - 17:30
Data and SustainabilityResearch Papers / Short Papers, Vision and Emerging Results at Room A
Chair(s): Gemma Catolino University of Salerno
16:00
15m
Talk
An Empirical Study on the Energy Usage and Performance of Pandas and Polars Data Analysis Python Libraries
Research Papers
Felix Nahrstedt Vrije Universiteit Amsterdam, Mehdi Karmouche Vrije Universiteit Amsterdam, Karolina Bargieł Vrije Universiteit Amsterdam, Pouyeh Banijamali Vrije Universiteit Amsterdam, Apoorva Nalini Pradeep Kumar Vrije Universiteit Amsterdam, Ivano Malavolta Vrije Universiteit Amsterdam
Pre-print
16:15
15m
Talk
Data Quality Assessment in the Wild: Findings from GitHub
Research Papers
Ipek Ustunboyacioglu JADS/Tilburg University, Indika Kumara Tilburg University, Dario Di Nucci University of Salerno, Willem-Jan van den Heuvel JADS/Tilburg University, Damian Andrew Tamburri TU/e
16:30
15m
Talk
Towards Comprehending Energy Consumption of Database Management Systems - A Tool and Empirical Study
Research Papers
Hemasri Sai Lella Indian Institute of Technology, Tirupati, Rajrupa Chattaraj Indian Institute of Technology Tirupati, India, Sridhar Chimalakonda Indian Institute of Technology, Tirupati, Manasa Kurra
DOI
16:45
10m
Talk
Sustainability in Blockchain Development: A BERT-Based Analysis of Ethereum Developer Discussions
Short Papers, Vision and Emerging Results
Matteo Vaccargiu University of Cagliari, Sabrina Aufiero University College London, Silvia Bartolucci University College London, Rumyana Neykova Brunel University London, Roberto Tonelli University of Cagliari, Giuseppe Destefanis Brunel University London
DOI Pre-print