Applying test driven development in the big data domain–lessons from the literature

D Staegemann, M Volk… - 2021 international …, 2021 - ieeexplore.ieee.org
Big data has evolved to a ubiquitous part of today's society. However, despite its popularity,
the development and testing of the corresponding applications are still very challenging …

PharmacoDB 2.0: improving scalability and transparency of in vitro pharmacogenomics analysis

N Feizi, SK Nair, P Smirnov, G Beri, C Eeles… - Nucleic acids …, 2022 - academic.oup.com
Cancer pharmacogenomics studies provide valuable insights into disease progression and
associations between genomic features and drug response. PharmacoDB integrates …

Quality Assurance in Big Data Engineering-A Metareview

D Staegemann, M Volk, K Turowski - Complex Systems Informatics …, 2021 - journals.rtu.lv
With a continuously increasing amount and complexity of data being produced and
captured, traditional ways of dealing with their storing, processing, analysis and presentation …

Exploring the applicability of test driven development in the big data domain

D Staegemann, M Volk, N Jamous, K Turowski - 2020 - aisel.aisnet.org
Big data analytics and the according applications have gained huge importance in daily life.
This results on the one hand from their versatility and on the other hand from their capability …

Towards a concept for building a big data architecture with microservices

A Shakir, D Staegemann, M Volk, N Jamous… - Business information …, 2021 - tib-op.org
Abstract Microservices and Big Data are renowned hot topics in computer science that have
gained a lot of hype. While the use of microservices is an approach that is used in modern …

[PDF][PDF] A Preliminary Overview of the Situation in Big Data Testing.

D Staegemann, M Volk, M Pohl, R Häusler, A Nahhas… - IoTBDS, 2021 - scitepress.org
Due to the constantly increasing amount and variety of data produced, big data and the
corresponding technologies have become an integral part of daily life, influencing numerous …

[PDF][PDF] Implementing Test Driven Development in the Big Data Domain: A Movie Recommendation System as an Exemplary Case.

D Staegemann, M Volk, P Byahatti, N Italiya… - IoTBDS, 2022 - scitepress.org
As a consequence of the ongoing digitalization in today's society, the amount of data that is
being produced is rapidly increasing. Moreover, not only the volume of the data is growing …

Towards the Application of Test Driven Development in Big Data Engineering

D Staegemann, M Volk, M Abdallah… - 2023 International …, 2023 - ieeexplore.ieee.org
Big data analytics have claimed an important role in today's society. Consequently, ways of
improving the design and development of the corresponding applications are highly sought …

Examining the Interplay Between Big Data and Microservices–A Bibliometric Review

D Staegemann, M Volk, A Shakir… - Complex Systems …, 2021 - csimq-journals.rtu.lv
Due to the ever increasing amount of data that is produced and captured in today's world,
the concept of big data has risen to prominence. However, implementing the respective …

An Overview of the Approaches for Generating Test Data in the Context of the Quality Assurance of Big Data Applications

D Staegemann, M Pohl, C Haertel… - … on Signal-Image …, 2023 - ieeexplore.ieee.org
With society's increasing data production and the corresponding demand for systems that
are capable of utilizing them, the big data domain has gained significant importance …