Essays about: "Runtime Uncertainties"

Found 2 essays containing the words Runtime Uncertainties.

  1. 1. Challenges in Specifying Safety-Critical Systems with AI-Components

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

    Author : Iswarya Malleswaran; Shruthi Dinakaran; [2023-09-26]
    Keywords : Software engineering; Requirement engineering; Specification; Safety; Computer Science; Engineering; Machine learning; Deep learning; Runtime monitor; Data Selection; Data Collection;

    Abstract : Safety is an important feature in automotive industry. Safety critical system such as Advanced Driver Assistance System (ADAS) and Autonomous Driving (AD) follows certain processes and procedures in order to perform the desired function safely. READ MORE

  3. 2. Applying Artificial Neural Networks to Reduce the Adaptation Space in Self-Adaptive Systems : an exploratory work

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

    Author : Sarpreet Singh Buttar; [2019]
    Keywords : Self-Adaptive Systems; Self-Adaptation; Architecture-Based Adaptation; Autonomous Systems; Cyber-Physical Systems; CPS; DeltaIoT; IoT; ActivFORMS; MAPE-K Feedback Loop; Runtime Uncertainties; Adaptation Space; Analysis; Machine Learning; Artificial Neural Network; ANN; Online Learning; Deep Learning; Online Supervised Learning; Incremental Learning; Classification; Multi-Layer Perceptron; MLP;

    Abstract : Self-adaptive systems have limited time to adjust their configurations whenever their adaptation goals, i.e., quality requirements, are violated due to some runtime uncertainties. Within the available time, they need to analyze their adaptation space, i. READ MORE