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Data-Driven Technical Debt Management: Software Engineering or Data Science Challenge?

 
: Trendowicz, Adam; Siebert, Julien; Jedlitschka, Andreas

:

IEEE Software (2021), Online First, 6 S.
ISSN: 0740-7459
ISSN: 1937-4194
Englisch
Zeitschriftenaufsatz
Fraunhofer IESE ()
Software engineering; Data driven; Technical debts; Data Science

Abstract
Software technical debt (TD) is a relevant software engineering problem. Only if properly managed can TD provide benefits while avoiding risks. Current TD management (TDM) support is limited. Recent advances in software engineering (SE) and data science (DS) promote data-driven TDM. In this paper, we summarize experiences concerning data-driven TDM gained in several research projects with industry. We report challenges and their consequences, propose solutions, and sketch improvement directions.

: http://publica.fraunhofer.de/dokumente/N-640302.html