Essays about: "DevOps"

Showing result 1 - 5 of 40 essays containing the word DevOps.

  1. 1. Scalable Architecture for Automating Machine Learning Model Monitoring

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

    Author : Javier de la Rúa Martínez; [2020]
    Keywords : Model Monitoring; Streaming; Scalability; Cloud-native; Data Drift; Outliers; Machine Learning; Modellövervakning; Streaming-metod; Skalbarhet; Molnbaserad; Dataskift; Outlierupptäckt; Maskininlärning;

    Abstract : Last years, due to the advent of more sophisticated tools for exploratory data analysis, data management, Machine Learning (ML) model training and model serving into production, the concept of MLOps has gained more popularity. As an effort to bring DevOps processes to the ML lifecycle, MLOps aims at more automation in the execution of diverse and repetitive tasks along the cycle and at smoother interoperability between teams and tools involved. READ MORE

  2. 2. DevOps for Data Science System

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

    Author : Zhongjian Zhang; [2020]
    Keywords : Data science; DevOps; convolutional neural network; transfer learning;

    Abstract : Commercialization potential is important to data science. Whether the problems encountered by data science in production can be solved determines the success or failure of the commercialization of data science. Recent research shows that DevOps theory is a great approach to solve the problems that software engineering encounters in production. READ MORE

  3. 3. Evaluating the Performance and Capabilities of Popular Android Mobile Application Testing Automation Frameworks in Agile/ DevOps Environment

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

    Author : Kishore Baktha; [2020]
    Keywords : Mobile Applications; Mobile Application Testing Automation Frameworks; Agile DevOps; Key Performance Indicators; Espresso; Appium; Robotium; Mobilapplikationer; Mobilapplikation Testar Automatiseringsramar; Agile DevOps; Viktiga Resultatindikatorer; Espresso; Appium; Robotium;

    Abstract : The number of mobile applications has increased tremendously over the last decade, thereby also having increased the importance of mobile application testing. Testing is a very crucial process in the development of a mobile application to ensure reliability and proper functionality. READ MORE

  4. 4. Performance of DevOps compared to DevSecOps : DevSecOps pipelines benchmarked!

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Jimmy Björnholm; [2020]
    Keywords : CI CD; DevOps; DevSecOps; Benchmarking; Cybersecurity;

    Abstract :     This paper examines how adding security tools to a software pipeline affect the build time. Software development is an ever-changing field in a world where computers are trusted with almost everything society does. READ MORE

  5. 5. Software Configuration Management in a DevOps context

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Erik Hochbergs; Laroy Nilsson Sjödahl; [2020]
    Keywords : Technology and Engineering;

    Abstract : .... READ MORE