Essays about: "Technical Debt"

Showing result 1 - 5 of 45 essays containing the words Technical Debt.

  1. 1. Technical Debt in Swedish Tech Startups: Uncovering its Emergence, and Management Processes

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Ville Abrahamsson; Victor Holmqvist; [2023]
    Keywords : Technical debt; Start-ups; Technical debt management;

    Abstract : Technical Debt (TD) is a concept referring to technical deficiencies and sub-optimal decisions made in software development that may save time in the short term but lead to long-term obstacles. The concept also implies increased future costs, often growing with interest, caused by slower development rates and the need for refactorings. READ MORE

  3. 2. On the notions and predictability of Technical Debt

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Varun Dalal; [2023]
    Keywords : technincal debt; predictibility; quality assurance; static code analysis tools;

    Abstract : Technical debt (TD) is a by-product of short-term optimisation that results in long-term disadvantages. Because every system gets more complicated while it is evolving, technical debt can emerge naturally. READ MORE

  4. 3. MLpylint: Automating the Identification of Machine Learning-Specific Code Smells

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Peter Hamfelt; [2023]
    Keywords : Code Smell; Machine Learning; Static Code Analysis; Software Quality; Technical Debt;

    Abstract : Background. Machine learning (ML) has rapidly grown in popularity, becoming a vital part of many industries. This swift expansion has brought about new challenges to technical debt, maintainability and the general software quality of ML systems. READ MORE

  5. 4. Code smells in machine learning pipelines: an MSR sample study

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Johann Henri Tammen; [2022-12-22]
    Keywords : technical debt; code smells; machine learning; data science;

    Abstract : As technical debt in software engineering projects continues to negatively impact the development process, this study focuses on technical debt in form of code smells in machine learning pipelines and in code written by data scientists. This study contributes to the body of knowledge on technical debt as it tries to quantify the assumption in the literature that scientists without a software engineering background struggle with software engineering’s best practices when writing code. READ MORE

  6. 5. SUSTAINABLE DIGITAL TRANSFORMATION - A study on how Swedish manufacturing firms can achieve sustainable digital transformation

    University essay from Göteborgs universitet/Graduate School

    Author : Thi My Duyen Dinh; Erika Damayanti Simanjuntak; [2022-08-05]
    Keywords : Sustainable digital transformation; key opportunities; key challenges; key actions;

    Abstract : The revolution of digital technologies has transformed the fundamental nature of a various range of organizations and business models, which increase productivity and creativity to address market demand more effectively than ever and allow faster information sharing thus reaching higher levels of collaboration. However, digital transformation often comes with many challenges, which require lots of time, effort, and willpower to get major transformative effects from new technology. READ MORE