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Showing result 1 - 5 of 26 essays matching the above criteria.

  1. 1. Evaluation of using knowledge retention practices in a DevOps workflow

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Simon Jakobsson; Linnéa Ivansson; [2023]
    Keywords : DevOps; Knowledge loss; Knowledge retention; Developer turnover; Automation; Knowledge management; DevOps maturity model; Knowledge repositories; Continuous workflow;

    Abstract : This thesis explores applying DevOps practices to mitigate knowledge loss in project-based environments. In the context of high developer turnover, the study aims to implement a standardised DevOps workflow using automation and knowledge management. READ MORE

  3. 2. Investigate the challenges and opportunities of MLOps

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Ting Chun Yau; [2023]
    Keywords : Machine Learning Operations MLOps ; Continuous Integration; Continuous Delivery; Pipeline Automation; MLOps; Kontinuerlig integration; Kontinuerlig leverans; Pipeline Automation;

    Abstract : MLOps is becoming a widespread practice in modern machine learning and data science. The word ”MLOps” combines machine learning technology and business operation process. Many business companies are applying machine learning techniques to improve their business targets and increase their profits. READ MORE

  4. 3. MLOps paradigm - a game changer in Machine Learning Engineering?

    University essay from Uppsala universitet/Informationssystem

    Author : Dusengimana Francois Regis; [2023]
    Keywords : MLOps; ML; AI; Automation; ML in production;

    Abstract : In the last 5+ years, researchers and the industry have been working hard to adopt MLOps (Machine Learning Operations) to maximize production. The current literature on MLOps is still mostly disconnected and sporadic (Testi et al., 2022). READ MORE

  5. 4. Computational Pipeline for Analyses of Genome-Wide Nascent Transcription from PRO-seq Data

    University essay from KTH/Genteknologi

    Author : Serhat Aktay; [2023]
    Keywords : Transcription; functional genomic regions; heat shock response; computational pipeline development; automation.; Genavläsning; genomets funktionella regioner; värmechockrespons; dataanalysutveckling; automatisering;

    Abstract : Celler har en rad olika sätt att försvara sig mot stress för att överleva, främst genom att reglera transkriptionen av gener. En metod för att undersöka hur cellens transkription förändras vid cellulär stress är precision run-on sequencing (PRO-seq). READ MORE

  6. 5. A DevOps Approach to the EA Blueprint Architectural Pattern

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

    Author : Susanna Persson; [2022]
    Keywords : Software Architectural Patterns; DevOps; Infrastructure as Code; CI CD; Deployment Pipeline; Digital Twin of an Organization; DTO;

    Abstract : In the world of software development, there is an increasing demand for software to keep up with rapid changes in its real-world context. A Resilient Digital Twin of an Organization is a type of software whose purpose is to digitally represent an organization or a component of an organization - as a Digital Twin -, and to keep doing so accurately throughout the real-world organization’s changes - a Resilient Digital Twin. READ MORE