Search for dissertations about: "design software thesis 2022"

Showing result 1 - 5 of 39 swedish dissertations containing the words design software thesis 2022.

  2. 1. Online experimentation in automotive software engineering

    Author : Yuchu Liu; Chalmers tekniska högskola; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; Automotive software; Bayesian statistics; Online experimentation; Embedded software; Causal inference;

    Abstract : Context: Online experimentation has long been the gold standard for evaluating software towards the actual needs and preferences of customers. In the Software-as-a-Service domain, various online experimentation techniques are applied and proven successful. READ MORE

  4. 2. Deep learning based simulation for automotive software development

    Author : Dhasarathy Parthasarathy; Chalmers tekniska högskola; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; automotive software testing; latent space arithmetic; generative adversarial networks; explainable AI; sample selection bias;

    Abstract : The automotive industry is in the midst of a new reality where software is increasingly becoming the primary tool for delivering value to customers. While this has vastly improved their product offerings, vehicle manufacturers are increasingly facing the need to continuously develop, test, and deliver functionality, while maintaining high levels of quality. READ MORE

  5. 3. Understanding and Improving Continuous Experimentation : From A/B Testing to Continuous Software Optimization

    Author : Rasmus Ros; Programvarusystem; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES;

    Abstract : Controlled experiments (i.e. A/B tests) are used by many companies with user-intensive products to improve their software with user data. Some companies adopt an experiment-driven approach to software development with continuous experimentation (CE). READ MORE

  6. 4. Critical Scenario Identification for Testing of Autonomous Driving Systems

    Author : Qunying Song; Programvarusystem; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Software testing; Critical scenario identification; Autonomous systems; Autonomous driving systems;

    Abstract : Background: Autonomous systems have received considerable attention from academia and are adopted by various industrial domains, such as automotive, avionics, etc. As many of them are considered safety-critical, testing is indispensable to verify their reliability and safety. READ MORE

  7. 5. Towards Real-World Federated Learning: Empirical Studies in the Domain of Embedded Systems

    Author : Hongyi Zhang; Chalmers tekniska högskola; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; NATURVETENSKAP; NATURAL SCIENCES; Machine learning; Software engineering; Federated Learning;

    Abstract : Context: Artificial intelligence (AI) has led a new phase of technical revolution and industrial development around the world since the twenty-first century, revolutionizing the way of production. Artificial intelligence (AI), an emerging information technology, is thriving, and AI application technologies are gaining traction, particularly in professional services such as healthcare, education, finance, security, etc. READ MORE