Essays about: "innovation embedded system"

Showing result 1 - 5 of 85 essays containing the words innovation embedded system.

  1. 1. ANOMALY DETECTION FOR INDUSTRIAL APPLICATIONS USING COMMODITY HARDWARE

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : John Moberg; Jonathan Widén; [2023]
    Keywords : Computer Vision; Anomaly Detection; Single Board Computer; Embedded systems;

    Abstract : As the Automotive industry is heavily regulated from a quality point of view, excellence in pro-duction is obligatory. Due to the fact that removing human error from humans is impossible, new solutions must be found. READ MORE

  3. 2. Anomaly Detection for Network Traffic in a Resource Constrained Environment

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Pontus Lidholm; Gaia Ingletto; [2023]
    Keywords : Network Traffic; Anomaly Detection; Embedded Systems; Machine Learning; Random Forest;

    Abstract : Networks connected to the internet are under a constant threat of attacks. To protect against such threats, new techniques utilising already connected hardware have in this thesis been proven to be a viable solution. READ MORE

  4. 3. Machine Learning based Predictive Data Analytics for Embedded Test Systems

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Fayad Al Hanash; [2023]
    Keywords : Machine learning; Artificial Intelligence; Predictive data analytics; Embedded test systems; Confusion matrix; Predictive maintenance; Support vector machines; Random forest; Gradient Boosting; Multi-layer perceptron; Binary classification; Multi-class classification;

    Abstract : Organizations gather enormous amounts of data and analyze these data to extract insights that can be useful for them and help them to make better decisions. Predictive data analytics is a crucial subfield within data analytics that make accurate predictions. Predictive data analytics extracts insights from data by using machine learning algorithms. READ MORE

  5. 4. Investigating and Analyzing Jitter In Controller Area Network

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Sandra Eriksen; Sissi Wilander; [2023]
    Keywords : Response Time Analysis; worst-case response-time; best-case response-time; jitter; Controller Area Network; CAN Bus; Real-time systems;

    Abstract : Too large amount of jitter in a Controller Area Network in a vehcle can be very problematic since these systems are real-time embedded systems and therefore are time critical. It is a very important issue to investigate since message delays can be very catastrophic. READ MORE

  6. 5. Secure log-management for an Apache Kafka-based data-streaming service

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Hjalmar Kull; Mirza Hujic; [2023]
    Keywords : Apache Kafka;

    Abstract : This thesis aims to investigate the prospect of using Apache Kafka to manage data streams based on secrecy/classification level and separate these data streams in order to meet the requirement set by the secrecy/classification levels. Basalt AB has the responsibility of managing classified data for private and state actors, including the Swedish Armed Forces and other organizations. READ MORE